From afcd2106e060b26cd833f3a3e67dab7896a9b112 Mon Sep 17 00:00:00 2001
From: PrashantUnity <priyadarshisadiku@gmail.com>
Date: Sat, 20 Jun 2026 12:54:27 +0530
Subject: [PATCH 1/7] some more docs and stuff

---
 README.md                                     |  28 +-
 docs/README.md                                |   1 +
 docs/assets/seo-feedback-loop.png             | Bin 0 -> 1741626 bytes
 web/app/docs/integrations/[slug]/page.tsx     |  17 +
 web/app/docs/page.tsx                         |   7 +
 web/app/globals.css                           | 216 +++++++
 .../components/GoogleIntegrationsPanel.tsx    |  28 +-
 web/src/components/docs/DocsContextBar.tsx    |  50 ++
 web/src/components/docs/DocsShell.tsx         |  42 ++
 web/src/components/docs/DocsSidebar.tsx       | 284 +++++++++
 .../components/docs/IntegrationGuidePanel.tsx | 195 ++++++
 .../components/landing/LandingGoogleSetup.tsx | 101 ----
 web/src/components/landing/LandingHero.tsx    |   6 +-
 .../components/landing/LandingHeroTopBar.tsx  |  23 +-
 .../landing/LandingLifecycleDiagram.test.ts   |  63 ++
 .../landing/LandingLifecycleDiagram.tsx       | 280 +++++++++
 .../secrets/SecretsSettingsPanel.tsx          |  47 +-
 web/src/lib/appNav.ts                         |  27 +-
 web/src/lib/docs/docsFromParam.ts             |  24 +
 web/src/lib/docs/integrationGuides.test.ts    |  50 ++
 web/src/lib/docs/integrationGuides.ts         | 113 ++++
 web/src/strings.json                          | 572 ++++++++++++++----
 web/src/views/DocsHome.tsx                    |  46 ++
 web/src/views/DocsIntegrationGuide.tsx        |  50 ++
 web/src/views/SearchPerformance.tsx           |  12 +-
 web/src/views/Traffic.tsx                     |  12 +-
 26 files changed, 2046 insertions(+), 248 deletions(-)
 create mode 100644 docs/assets/seo-feedback-loop.png
 create mode 100644 web/app/docs/integrations/[slug]/page.tsx
 create mode 100644 web/app/docs/page.tsx
 create mode 100644 web/src/components/docs/DocsContextBar.tsx
 create mode 100644 web/src/components/docs/DocsShell.tsx
 create mode 100644 web/src/components/docs/DocsSidebar.tsx
 create mode 100644 web/src/components/docs/IntegrationGuidePanel.tsx
 delete mode 100644 web/src/components/landing/LandingGoogleSetup.tsx
 create mode 100644 web/src/components/landing/LandingLifecycleDiagram.test.ts
 create mode 100644 web/src/components/landing/LandingLifecycleDiagram.tsx
 create mode 100644 web/src/lib/docs/docsFromParam.ts
 create mode 100644 web/src/lib/docs/integrationGuides.test.ts
 create mode 100644 web/src/lib/docs/integrationGuides.ts
 create mode 100644 web/src/views/DocsHome.tsx
 create mode 100644 web/src/views/DocsIntegrationGuide.tsx

diff --git a/README.md b/README.md
index d67dbc2e..3c02d82a 100644
--- a/README.md
+++ b/README.md
@@ -25,6 +25,7 @@
 
 <p align="center">
   <a href="#getting-started">Quick start</a> ·
+  <a href="#seo-feedback-loop">Feedback loop</a> ·
   <a href="#features">Features</a> ·
   <a href="#scope-and-limitations">Limitations</a> ·
   <a href="#architecture">Structure</a> ·
@@ -50,8 +51,33 @@ Site Audit is a **developer-friendly SEO audit** tool: self-hosted, transparent,
 - Content writing and optimization with live SEO scoring
 - Search Console, GA4, and Bing Webmaster integration
 - Agency portfolio management and run comparison
+- **Closed-loop SEO workflow** — audit, report, feed data to IDE agents via MCP, fix in code, review and compare
 - Optional AI-assisted analysis over audit data via MCP-compatible tools
 
+## SEO feedback loop
+
+Site Audit is built for a **continuous improve-and-verify cycle**, not one-off dashboard checks. Crawl your site, generate reports, expose audit data to AI agents in **Cursor, Claude Code, or Copilot** via [340 MCP tools](docs/MCP.md), fix issues in your repository, then **review** the next run to compare health scores and issue deltas.
+
+```text
+Audit → Report → MCP → Fix → Review → (repeat)
+```
+
+<p align="center">
+  <img src="docs/assets/seo-feedback-loop.png" alt="Site Audit SEO feedback loop — Audit, Report, MCP, Fix, Review" width="920">
+</p>
+
+**How each step maps to the product**
+
+| Step | What you do | In Site Audit |
+|------|-------------|---------------|
+| **Audit** | Crawl and score the site | Pipeline (`python -m src`), Lighthouse, on-page checks |
+| **Report** | Export and prioritize fixes | PDF/HTML/CSV exports, issue board, fix roadmap |
+| **MCP** | Pull audit context into your IDE | `python -m website_profiling.mcp` — read-only tools for Cursor / Claude Desktop |
+| **Fix** | Ship changes in your codebase | Your PR workflow (MCP does not write to the site) |
+| **Review** | Prove improvement | Compare runs, category deltas, GSC metric changes |
+
+See [docs/MCP.md](docs/MCP.md) for MCP setup and example prompts (e.g. compare two reports, export issue diffs).
+
 ## Scope and limitations
 
 Site Audit focuses on **honest, self-hosted technical SEO**. It is not a drop-in replacement for every paid SaaS data product.
@@ -93,7 +119,7 @@ Site Audit focuses on **honest, self-hosted technical SEO**. It is not a drop-in
   </tr>
 </table>
 
-Also included: **AI chat** over audit data (optional), **Content studio** (write &amp; optimize with live SEO scoring), **340 MCP tools** (local stdio or remote Streamable HTTP), image SEO, GEO/AEO readiness, keyword explorer (GSC + on-site), backlinks (GSC Links import), compare runs, and portfolio management for agencies.
+Also included: **AI chat** over audit data (optional), **Content studio** (write &amp; optimize with live SEO scoring), **340 MCP tools** (local stdio or remote Streamable HTTP), image SEO, GEO/AEO readiness, keyword explorer (GSC + on-site), backlinks (GSC Links import), compare runs, portfolio management for agencies, and the **agent-driven feedback loop** above.
 
 <img src="docs/assets/social-preview.png" alt="Site Audit — developer-friendly SEO audit preview" width="100%">
 
diff --git a/docs/README.md b/docs/README.md
index 94c08965..24dcbe1c 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -25,6 +25,7 @@ Marketing and README assets are stored in [assets/](assets/):
 | Asset | Purpose |
 |-------|---------|
 | `readme-banner.png` | README header banner |
+| `seo-feedback-loop.png` | SEO feedback loop diagram (Audit → Report → MCP → Fix → Review) |
 | `social-preview.png` | Application screenshot for README and social previews |
 | `banner.svg` | Source artwork for the banner |
 | `logo.svg`, `logo-icon.svg` | Product logo and icon |
diff --git a/docs/assets/seo-feedback-loop.png b/docs/assets/seo-feedback-loop.png
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literal 0
HcmV?d00001

diff --git a/web/app/docs/integrations/[slug]/page.tsx b/web/app/docs/integrations/[slug]/page.tsx
new file mode 100644
index 00000000..10efaa77
--- /dev/null
+++ b/web/app/docs/integrations/[slug]/page.tsx
@@ -0,0 +1,17 @@
+import { notFound } from 'next/navigation';
+import { isIntegrationGuideSlug } from '@/lib/docs/integrationGuides';
+import DocsIntegrationGuide from '@/views/DocsIntegrationGuide';
+
+export const dynamic = 'force-dynamic';
+
+export default async function DocsIntegrationRoutePage({
+  params,
+}: {
+  params: Promise<{ slug: string }>;
+}) {
+  const { slug } = await params;
+  if (!isIntegrationGuideSlug(slug)) {
+    notFound();
+  }
+  return <DocsIntegrationGuide slug={slug} />;
+}
diff --git a/web/app/docs/page.tsx b/web/app/docs/page.tsx
new file mode 100644
index 00000000..1cebb50a
--- /dev/null
+++ b/web/app/docs/page.tsx
@@ -0,0 +1,7 @@
+import DocsHome from '@/views/DocsHome';
+
+export const dynamic = 'force-dynamic';
+
+export default function DocsRoutePage() {
+  return <DocsHome />;
+}
diff --git a/web/app/globals.css b/web/app/globals.css
index d3dd3c26..56c25ddc 100644
--- a/web/app/globals.css
+++ b/web/app/globals.css
@@ -784,6 +784,222 @@ select:focus-visible {
   min-height: 0;
 }
 
+/* Hero lifecycle loop — pentagon diagram with animated flow arrows */
+.landing-lifecycle {
+  width: min(100%, 560px);
+  max-height: 100%;
+  margin: 0 auto;
+  aspect-ratio: 560 / 448;
+}
+
+.landing-lifecycle-backdrop {
+  background:
+    radial-gradient(ellipse 72% 68% at 50% 44%, rgba(37, 99, 235, 0.22), transparent 68%),
+    radial-gradient(ellipse 48% 42% at 18% 78%, rgba(139, 92, 246, 0.14), transparent 70%),
+    radial-gradient(ellipse 42% 38% at 88% 22%, rgba(34, 197, 94, 0.12), transparent 72%);
+}
+
+.landing-lifecycle-orbit {
+  stroke: rgba(96, 165, 250, 0.14);
+  stroke-width: 1.5;
+  stroke-dasharray: 4 8;
+}
+
+.landing-lifecycle-hub-ring {
+  background: linear-gradient(135deg, rgba(59, 130, 246, 0.55), rgba(139, 92, 246, 0.45), rgba(34, 197, 94, 0.4));
+  box-shadow:
+    0 0 28px rgba(59, 130, 246, 0.35),
+    0 0 48px rgba(139, 92, 246, 0.15);
+}
+
+.landing-lifecycle-hub-label {
+  background: linear-gradient(90deg, #93c5fd, #c4b5fd, #86efac);
+  -webkit-background-clip: text;
+  background-clip: text;
+  color: transparent;
+}
+
+.landing-lifecycle-node {
+  border: 1px solid transparent;
+  background-clip: padding-box;
+  box-shadow: 0 8px 24px rgba(0, 0, 0, 0.28);
+  transition:
+    transform 0.2s var(--ease-out),
+    box-shadow 0.2s var(--ease-out);
+}
+
+.landing-lifecycle-node:hover {
+  transform: translateY(-2px);
+}
+
+.landing-lifecycle-node[data-accent='audit'] {
+  background: linear-gradient(160deg, rgba(37, 99, 235, 0.28), rgba(15, 23, 42, 0.92));
+  border-color: rgba(96, 165, 250, 0.55);
+  box-shadow:
+    0 8px 28px rgba(37, 99, 235, 0.22),
+    inset 0 1px 0 rgba(147, 197, 253, 0.12);
+}
+
+.landing-lifecycle-node[data-accent='report'] {
+  background: linear-gradient(160deg, rgba(124, 58, 237, 0.26), rgba(15, 23, 42, 0.92));
+  border-color: rgba(167, 139, 250, 0.55);
+  box-shadow:
+    0 8px 28px rgba(124, 58, 237, 0.2),
+    inset 0 1px 0 rgba(196, 181, 253, 0.12);
+}
+
+.landing-lifecycle-node[data-accent='mcp'] {
+  background: linear-gradient(160deg, rgba(6, 182, 212, 0.26), rgba(15, 23, 42, 0.92));
+  border-color: rgba(34, 211, 238, 0.55);
+  box-shadow:
+    0 8px 28px rgba(6, 182, 212, 0.2),
+    inset 0 1px 0 rgba(165, 243, 252, 0.12);
+}
+
+.landing-lifecycle-node[data-accent='fix'] {
+  background: linear-gradient(160deg, rgba(249, 115, 22, 0.24), rgba(15, 23, 42, 0.92));
+  border-color: rgba(251, 146, 60, 0.55);
+  box-shadow:
+    0 8px 28px rgba(249, 115, 22, 0.18),
+    inset 0 1px 0 rgba(253, 186, 116, 0.12);
+}
+
+.landing-lifecycle-node[data-accent='review'] {
+  background: linear-gradient(160deg, rgba(34, 197, 94, 0.26), rgba(15, 23, 42, 0.92));
+  border-color: rgba(74, 222, 128, 0.55);
+  box-shadow:
+    0 8px 28px rgba(34, 197, 94, 0.2),
+    inset 0 1px 0 rgba(134, 239, 172, 0.12);
+}
+
+.landing-lifecycle-node[data-accent='audit'] .landing-lifecycle-node-icon {
+  color: #93c5fd;
+  background: rgba(59, 130, 246, 0.25);
+  border: 1px solid rgba(96, 165, 250, 0.45);
+}
+
+.landing-lifecycle-node[data-accent='report'] .landing-lifecycle-node-icon {
+  color: #c4b5fd;
+  background: rgba(124, 58, 237, 0.25);
+  border: 1px solid rgba(167, 139, 250, 0.45);
+}
+
+.landing-lifecycle-node[data-accent='mcp'] .landing-lifecycle-node-icon {
+  color: #67e8f9;
+  background: rgba(6, 182, 212, 0.25);
+  border: 1px solid rgba(34, 211, 238, 0.45);
+}
+
+.landing-lifecycle-node[data-accent='fix'] .landing-lifecycle-node-icon {
+  color: #fdba74;
+  background: rgba(249, 115, 22, 0.25);
+  border: 1px solid rgba(251, 146, 60, 0.45);
+}
+
+.landing-lifecycle-node[data-accent='review'] .landing-lifecycle-node-icon {
+  color: #86efac;
+  background: rgba(34, 197, 94, 0.25);
+  border: 1px solid rgba(74, 222, 128, 0.45);
+}
+
+.landing-lifecycle-node[data-accent='audit'] .landing-lifecycle-step {
+  color: #bfdbfe;
+  background: rgba(59, 130, 246, 0.35);
+  border: 1px solid rgba(96, 165, 250, 0.4);
+}
+
+.landing-lifecycle-node[data-accent='report'] .landing-lifecycle-step {
+  color: #ddd6fe;
+  background: rgba(124, 58, 237, 0.35);
+  border: 1px solid rgba(167, 139, 250, 0.4);
+}
+
+.landing-lifecycle-node[data-accent='mcp'] .landing-lifecycle-step {
+  color: #a5f3fc;
+  background: rgba(6, 182, 212, 0.35);
+  border: 1px solid rgba(34, 211, 238, 0.4);
+}
+
+.landing-lifecycle-node[data-accent='fix'] .landing-lifecycle-step {
+  color: #fed7aa;
+  background: rgba(249, 115, 22, 0.35);
+  border: 1px solid rgba(251, 146, 60, 0.4);
+}
+
+.landing-lifecycle-node[data-accent='review'] .landing-lifecycle-step {
+  color: #bbf7d0;
+  background: rgba(34, 197, 94, 0.35);
+  border: 1px solid rgba(74, 222, 128, 0.4);
+}
+
+.landing-lifecycle-arrow {
+  stroke-width: 2.5;
+  stroke-dasharray: 7 6;
+  animation: lifecycleFlow 2s linear infinite;
+}
+
+.landing-lifecycle-arrow--audit {
+  stroke: #60a5fa;
+}
+
+.landing-lifecycle-arrow--report {
+  stroke: #a78bfa;
+}
+
+.landing-lifecycle-arrow--mcp {
+  stroke: #22d3ee;
+}
+
+.landing-lifecycle-arrow--fix {
+  stroke: #fb923c;
+}
+
+.landing-lifecycle-arrow--review {
+  stroke: #4ade80;
+}
+
+.landing-lifecycle-arrow--closing {
+  stroke-width: 3;
+  stroke: #4ade80;
+  filter: url(#lifecycle-glow);
+}
+
+.landing-lifecycle-marker--audit {
+  fill: #60a5fa;
+}
+
+.landing-lifecycle-marker--report {
+  fill: #a78bfa;
+}
+
+.landing-lifecycle-marker--mcp {
+  fill: #22d3ee;
+}
+
+.landing-lifecycle-marker--fix {
+  fill: #fb923c;
+}
+
+.landing-lifecycle-marker--review {
+  fill: #4ade80;
+}
+
+@keyframes lifecycleFlow {
+  from {
+    stroke-dashoffset: 0;
+  }
+  to {
+    stroke-dashoffset: -26;
+  }
+}
+
+@media (prefers-reduced-motion: reduce) {
+  .landing-lifecycle-arrow {
+    animation: none;
+    stroke-dasharray: none;
+  }
+}
+
 .landing-footer-snap {
   flex: 0 0 100%;
   width: 100%;
diff --git a/web/src/components/GoogleIntegrationsPanel.tsx b/web/src/components/GoogleIntegrationsPanel.tsx
index 0ce92f67..1cdc4009 100644
--- a/web/src/components/GoogleIntegrationsPanel.tsx
+++ b/web/src/components/GoogleIntegrationsPanel.tsx
@@ -31,12 +31,10 @@ import Button from '@/components/Button';
 import ViewTabs from '@/components/ViewTabs';
 import { ViewTabPanel } from '@/components/ViewTabPanel';
 import { useReadOnlySession } from '@/hooks/useReadOnlySession';
+import { integrationGuideHref } from '@/lib/docs/integrationGuides';
 
 type IntegrationsTabId = 'connect' | 'properties' | 'imports' | 'settings';
 
-const GCP_GUIDE_URL =
-  'https://developers.google.com/workspace/guides/get-started';
-
 const s = strings.pipelineRunner;
 
 function StatusPill({ connected }: { connected?: boolean }) {
@@ -985,14 +983,12 @@ export default function GoogleIntegrationsPanel({
           >
             <p className="text-xs text-muted-foreground">
               Need a project?{' '}
-              <a
-                href={GCP_GUIDE_URL}
-                target="_blank"
-                rel="noreferrer"
+              <Link
+                href={integrationGuideHref('google', { from: 'integrations', sectionId: 'oauthClient' })}
                 className="inline-flex items-center gap-0.5 text-link underline"
               >
-                Google Cloud guide <ExternalLink className="h-3 w-3" />
-              </a>
+                {strings.docs.setupGuideLink}
+              </Link>
             </p>
             <div className="rounded-lg border border-default bg-brand-900/40 px-4 py-3 text-sm">
               <p className="text-foreground">
@@ -1403,9 +1399,17 @@ export default function GoogleIntegrationsPanel({
             <>
               {activeTab === 'connect' ? (
                 <ViewTabPanel idPrefix="integrations" tabId="connect" className="space-y-4">
-                  <p className="rounded-lg border border-default bg-brand-800/50 px-4 py-2.5 text-xs leading-relaxed text-muted-foreground">
-                    {infoBannerText}
-                  </p>
+                  <div className="flex flex-wrap items-center justify-between gap-2">
+                    <p className="rounded-lg border border-default bg-brand-800/50 px-4 py-2.5 text-xs leading-relaxed text-muted-foreground flex-1 min-w-0">
+                      {infoBannerText}
+                    </p>
+                    <Link
+                      href={integrationGuideHref('google', { from: 'integrations' })}
+                      className="shrink-0 text-xs font-medium text-link hover:underline sm:text-sm"
+                    >
+                      {strings.docs.setupGuideLink}
+                    </Link>
+                  </div>
                   <div className="grid gap-4 xl:grid-cols-2">
                     {credentialsStep}
                     {connectStep}
diff --git a/web/src/components/docs/DocsContextBar.tsx b/web/src/components/docs/DocsContextBar.tsx
new file mode 100644
index 00000000..ca99bbf8
--- /dev/null
+++ b/web/src/components/docs/DocsContextBar.tsx
@@ -0,0 +1,50 @@
+'use client';
+
+import Link from 'next/link';
+import { useSearchParams } from 'next/navigation';
+import { ArrowLeft, BookOpen } from 'lucide-react';
+import { docsBackLink, parseDocsFromParam } from '@/lib/docs/docsFromParam';
+import { strings } from '@/lib/strings';
+
+const d = strings.docs;
+
+export interface DocsContextBarProps {
+  title?: string;
+  subtitle?: string;
+}
+
+export default function DocsContextBar({ title, subtitle }: DocsContextBarProps) {
+  const searchParams = useSearchParams();
+  const from = parseDocsFromParam(searchParams.get('from'));
+  const back = from ? docsBackLink(from) : null;
+
+  const displayTitle = title ?? d.pageTitle;
+  const displaySubtitle = subtitle ?? d.pageSubtitle;
+
+  return (
+    <header className="chat-context-bar flex items-center gap-3 border-b border-muted/30 bg-[var(--chat-bg)] px-4 py-2.5">
+      {back ? (
+        <Link
+          href={back.href}
+          className="inline-flex shrink-0 items-center gap-1 rounded-lg px-2 py-1 text-xs font-medium text-link transition-colors hover:bg-[var(--chat-surface-hover)] sm:text-sm"
+        >
+          <ArrowLeft className="h-3.5 w-3.5" aria-hidden />
+          <span className="hidden sm:inline">{back.label}</span>
+        </Link>
+      ) : null}
+      <div className="flex min-w-0 flex-1 items-center gap-2">
+        <BookOpen className="h-4 w-4 shrink-0 text-muted-foreground" aria-hidden />
+        <div className="min-w-0">
+          <p className="truncate text-sm font-medium text-bright" title={displayTitle}>
+            {displayTitle}
+          </p>
+          {displaySubtitle ? (
+            <p className="truncate text-xs text-muted-foreground" title={displaySubtitle}>
+              {displaySubtitle}
+            </p>
+          ) : null}
+        </div>
+      </div>
+    </header>
+  );
+}
diff --git a/web/src/components/docs/DocsShell.tsx b/web/src/components/docs/DocsShell.tsx
new file mode 100644
index 00000000..330f6095
--- /dev/null
+++ b/web/src/components/docs/DocsShell.tsx
@@ -0,0 +1,42 @@
+'use client';
+
+import type { ReactNode } from 'react';
+import ChatShell from '@/components/chat/ChatShell';
+import DocsContextBar from '@/components/docs/DocsContextBar';
+import DocsSidebar from '@/components/docs/DocsSidebar';
+import type { IntegrationGuideSlug } from '@/lib/docs/integrationGuides';
+import { strings } from '@/lib/strings';
+
+const d = strings.docs;
+
+export interface DocsShellProps {
+  children: ReactNode;
+  activeGuideSlug?: IntegrationGuideSlug;
+  headerTitle?: string;
+  headerSubtitle?: string;
+}
+
+export default function DocsShell({
+  children,
+  activeGuideSlug,
+  headerTitle,
+  headerSubtitle,
+}: DocsShellProps) {
+  return (
+    <ChatShell
+      sidebar={(layout) => (
+        <DocsSidebar {...layout} activeGuideSlug={activeGuideSlug} />
+      )}
+    >
+      <div className="chat-main-panel">
+        <DocsContextBar
+          title={headerTitle ?? d.pageTitle}
+          subtitle={headerSubtitle ?? d.pageSubtitle}
+        />
+        <div className="chat-messages-scroll flex min-h-0 flex-1 flex-col overflow-hidden">
+          {children}
+        </div>
+      </div>
+    </ChatShell>
+  );
+}
diff --git a/web/src/components/docs/DocsSidebar.tsx b/web/src/components/docs/DocsSidebar.tsx
new file mode 100644
index 00000000..9e982b0e
--- /dev/null
+++ b/web/src/components/docs/DocsSidebar.tsx
@@ -0,0 +1,284 @@
+'use client';
+
+import { useEffect, useRef, useState, type ReactNode } from 'react';
+import Link from 'next/link';
+import { usePathname } from 'next/navigation';
+import {
+  BarChart2,
+  BookOpen,
+  ChevronLeft,
+  Globe,
+  Link2,
+  Lock,
+  PanelLeft,
+  Plug,
+  Search,
+  Settings,
+  Sparkles,
+  type LucideIcon,
+} from 'lucide-react';
+import AppLogo from '@/components/AppLogo';
+import ThemeToggle from '@/components/ThemeToggle';
+import type { ChatLayoutState } from '@/components/chat/ChatShell';
+import {
+  DOCS_SIDEBAR_NAV_IDS,
+  isMiniNavLinkActive,
+  miniNavLinks,
+} from '@/lib/appNav';
+import {
+  INTEGRATION_GUIDES,
+  type IntegrationGuideSlug,
+} from '@/lib/docs/integrationGuides';
+import { strings } from '@/lib/strings';
+
+const d = strings.docs;
+const c = strings.components.chat;
+
+const NAV_LINKS = miniNavLinks(DOCS_SIDEBAR_NAV_IDS);
+
+const GUIDE_ICONS: Record<IntegrationGuideSlug, LucideIcon> = {
+  google: BarChart2,
+  bing: Globe,
+  ai: Sparkles,
+  mcp: Plug,
+  'gsc-links': Link2,
+  serp: Search,
+  'crawl-auth': Lock,
+};
+
+export interface DocsSidebarProps extends ChatLayoutState {
+  activeGuideSlug?: IntegrationGuideSlug;
+}
+
+function RailButton({
+  label,
+  onClick,
+  children,
+  active,
+}: {
+  label: string;
+  onClick?: () => void;
+  children: ReactNode;
+  active?: boolean;
+}) {
+  return (
+    <button
+      type="button"
+      onClick={onClick}
+      title={label}
+      aria-label={label}
+      className={`flex h-10 w-10 items-center justify-center rounded-xl transition-colors ${
+        active
+          ? 'bg-brand-700/80 text-foreground'
+          : 'text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground'
+      }`}
+    >
+      {children}
+    </button>
+  );
+}
+
+function SettingsMenu({ onClose }: { onClose: () => void }) {
+  return (
+    <div className="w-56 rounded-2xl border border-default bg-[var(--chat-surface)] p-3 shadow-xl">
+      <p className="mb-2 text-xs font-medium text-bright">{c.settingsTitle}</p>
+      <div className="flex items-center justify-between gap-2 py-1.5">
+        <span className="text-xs text-muted-foreground">Theme</span>
+        <ThemeToggle />
+      </div>
+      <Link
+        href="/pipeline?integrations=open"
+        className="mt-1 block rounded-lg px-2 py-1.5 text-xs text-link hover:bg-[var(--chat-surface-hover)]"
+        onClick={onClose}
+      >
+        {d.openIntegrations}
+      </Link>
+    </div>
+  );
+}
+
+export default function DocsSidebar({
+  activeGuideSlug,
+  expanded,
+  toggle,
+  setExpanded,
+}: DocsSidebarProps) {
+  const pathname = usePathname();
+  const [settingsOpen, setSettingsOpen] = useState(false);
+  const settingsRef = useRef<HTMLDivElement>(null);
+
+  const guideCards = strings.views.docs.integrations as Record<
+    string,
+    { cardTitle: string }
+  >;
+
+  useEffect(() => {
+    if (!settingsOpen) return;
+    const onDocClick = (e: MouseEvent) => {
+      if (settingsRef.current && !settingsRef.current.contains(e.target as Node)) {
+        setSettingsOpen(false);
+      }
+    };
+    const onKey = (e: KeyboardEvent) => {
+      if (e.key === 'Escape') setSettingsOpen(false);
+    };
+    document.addEventListener('mousedown', onDocClick);
+    document.addEventListener('keydown', onKey);
+    return () => {
+      document.removeEventListener('mousedown', onDocClick);
+      document.removeEventListener('keydown', onKey);
+    };
+  }, [settingsOpen]);
+
+  const onDocsHome = pathname === '/docs';
+  const ActiveGuideIcon = activeGuideSlug
+    ? (GUIDE_ICONS[activeGuideSlug] ?? BookOpen)
+    : BookOpen;
+
+  const guideList = (
+    <ul className="space-y-0.5">
+      <li>
+        <Link
+          href="/docs"
+          className={`flex w-full items-center gap-2 rounded-lg px-2.5 py-2 text-left text-xs transition-colors ${
+            onDocsHome && !activeGuideSlug
+              ? 'bg-brand-700/60 text-foreground'
+              : 'text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground'
+          }`}
+        >
+          <BookOpen className="h-4 w-4 shrink-0" aria-hidden />
+          <span className="truncate">{d.indexTitle}</span>
+        </Link>
+      </li>
+      {INTEGRATION_GUIDES.map(({ slug }) => {
+        const card = guideCards[slug];
+        if (!card) return null;
+        const Icon = GUIDE_ICONS[slug] ?? BookOpen;
+        const selected = activeGuideSlug === slug;
+        return (
+          <li key={slug}>
+            <Link
+              href={`/docs/integrations/${slug}`}
+              className={`flex w-full items-center gap-2 rounded-lg px-2.5 py-2 text-left text-xs transition-colors ${
+                selected
+                  ? 'bg-brand-700/60 text-foreground'
+                  : 'text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground'
+              }`}
+            >
+              <Icon className="h-4 w-4 shrink-0" aria-hidden />
+              <span className="truncate">{card.cardTitle}</span>
+            </Link>
+          </li>
+        );
+      })}
+    </ul>
+  );
+
+  if (!expanded) {
+    return (
+      <div className="chat-sidebar-rail">
+        <Link href="/home" className="mb-2 flex h-10 w-10 items-center justify-center" title={c.navHome}>
+          <AppLogo />
+        </Link>
+
+        <RailButton label={c.sidebarExpand} onClick={() => setExpanded(true)}>
+          <PanelLeft className="h-5 w-5" />
+        </RailButton>
+
+        <RailButton label={d.sidebarTitle} onClick={() => setExpanded(true)} active>
+          <ActiveGuideIcon className="h-5 w-5" />
+        </RailButton>
+
+        <div className="relative mt-auto" ref={settingsRef}>
+          <RailButton
+            label={c.settingsTitle}
+            onClick={() => setSettingsOpen((v) => !v)}
+            active={settingsOpen}
+          >
+            <Settings className="h-5 w-5" />
+          </RailButton>
+          {settingsOpen ? (
+            <div className="absolute bottom-0 left-full z-50 ml-2">
+              <SettingsMenu onClose={() => setSettingsOpen(false)} />
+            </div>
+          ) : null}
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <>
+      <button
+        type="button"
+        aria-label={strings.app.ariaCloseMenu}
+        className="chat-sidebar-backdrop"
+        onClick={toggle}
+      />
+
+      <aside className="chat-sidebar-panel">
+        <div className="flex items-center justify-between gap-2 px-3 py-3">
+          <Link href="/home" className="flex min-w-0 items-center gap-2">
+            <AppLogo size={20} />
+            <span className="truncate text-sm font-medium text-bright">{d.pageTitle}</span>
+          </Link>
+          <button
+            type="button"
+            onClick={toggle}
+            className="rounded-lg p-1.5 text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground"
+            aria-label={c.sidebarCollapse}
+          >
+            <ChevronLeft className="h-4 w-4" />
+          </button>
+        </div>
+
+        <nav className="border-b border-muted/30 px-2 py-2">
+          <ul className="space-y-0.5">
+            {NAV_LINKS.map(({ href, label, icon: Icon }) => {
+              const isActive = isMiniNavLinkActive(href, pathname);
+              return (
+                <li key={href}>
+                  <Link
+                    href={href}
+                    className={`flex items-center gap-2 rounded-lg px-2.5 py-1.5 text-xs transition-colors ${
+                      isActive
+                        ? 'bg-brand-700/60 text-foreground'
+                        : 'text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground'
+                    }`}
+                  >
+                    <Icon className="h-4 w-4 shrink-0" />
+                    {label}
+                  </Link>
+                </li>
+              );
+            })}
+          </ul>
+        </nav>
+
+        <div className="flex min-h-0 flex-1 flex-col overflow-hidden">
+          <p className="px-3 pb-1 pt-2 text-[10px] font-medium uppercase tracking-wide text-muted-foreground">
+            {d.sidebarTitle}
+          </p>
+          <div className="min-h-0 flex-1 overflow-y-auto px-2 pb-2">{guideList}</div>
+        </div>
+
+        <div className="relative border-t border-muted/30 p-2" ref={settingsRef}>
+          <button
+            type="button"
+            onClick={() => setSettingsOpen((v) => !v)}
+            className="flex w-full items-center gap-2 rounded-lg px-2.5 py-2 text-xs text-muted-foreground transition-colors hover:bg-[var(--chat-surface-hover)] hover:text-foreground"
+            aria-expanded={settingsOpen}
+          >
+            <Settings className="h-4 w-4" />
+            {c.settingsTitle}
+          </button>
+          {settingsOpen ? (
+            <div className="absolute bottom-full left-2 right-2 z-50 mb-1">
+              <SettingsMenu onClose={() => setSettingsOpen(false)} />
+            </div>
+          ) : null}
+        </div>
+      </aside>
+    </>
+  );
+}
diff --git a/web/src/components/docs/IntegrationGuidePanel.tsx b/web/src/components/docs/IntegrationGuidePanel.tsx
new file mode 100644
index 00000000..814f4786
--- /dev/null
+++ b/web/src/components/docs/IntegrationGuidePanel.tsx
@@ -0,0 +1,195 @@
+'use client';
+
+import { useCallback, useEffect, useState } from 'react';
+import Link from 'next/link';
+import { ExternalLink } from 'lucide-react';
+import Button from '@/components/Button';
+import {
+  anchorToSectionId,
+  getGuideBySlug,
+  sectionIdToAnchor,
+  type IntegrationGuideSlug,
+} from '@/lib/docs/integrationGuides';
+import { format, strings } from '@/lib/strings';
+
+type GuideSection = {
+  title: string;
+  items: string[];
+  linkLabel?: string;
+  linkUrl?: string;
+};
+
+export interface IntegrationGuidePanelProps {
+  slug: IntegrationGuideSlug;
+  /** Initial section from server / URL hash. */
+  initialSectionId?: string;
+}
+
+function getGuideContent(slug: IntegrationGuideSlug) {
+  const integrations = strings.views.docs.integrations as Record<
+    string,
+    {
+      title: string;
+      subtitle: string;
+      note: string;
+      doneWhen: string;
+      primaryCta?: { label: string; href: string };
+      secondaryCta?: { label: string; href: string };
+      sections: Record<string, GuideSection>;
+    }
+  >;
+  return integrations[slug];
+}
+
+export default function IntegrationGuidePanel({
+  slug,
+  initialSectionId,
+}: IntegrationGuidePanelProps) {
+  const d = strings.docs;
+  const guide = getGuideBySlug(slug);
+  const content = getGuideContent(slug);
+  const sectionOrder = guide?.sectionOrder ?? [];
+  const sections = content?.sections ?? {};
+
+  const defaultSection =
+    initialSectionId && sectionOrder.includes(initialSectionId)
+      ? initialSectionId
+      : sectionOrder[0] ?? '';
+
+  const [activeId, setActiveId] = useState(defaultSection);
+
+  useEffect(() => {
+    if (initialSectionId && sectionOrder.includes(initialSectionId)) {
+      setActiveId(initialSectionId);
+    }
+  }, [initialSectionId, sectionOrder]);
+
+  useEffect(() => {
+    const syncFromHash = () => {
+      const anchor = window.location.hash.replace(/^#/, '');
+      if (!anchor) return;
+      const id = anchorToSectionId(anchor, sectionOrder);
+      if (id) setActiveId(id);
+    };
+    syncFromHash();
+    window.addEventListener('hashchange', syncFromHash);
+    return () => window.removeEventListener('hashchange', syncFromHash);
+  }, [sectionOrder]);
+
+  const selectSection = useCallback((id: string) => {
+    setActiveId(id);
+    const anchor = sectionIdToAnchor(id);
+    window.history.replaceState(null, '', `#${anchor}`);
+  }, []);
+
+  const active = sections[activeId];
+  const activeIndex = sectionOrder.indexOf(activeId);
+
+  if (!content || !guide) {
+    return (
+      <p className="px-4 py-10 text-sm text-muted-foreground">Guide not found.</p>
+    );
+  }
+
+  const primaryCta = content.primaryCta ?? { label: d.openIntegrations, href: '/pipeline?integrations=open' };
+  const secondaryCta = content.secondaryCta ?? { label: d.openSecrets, href: '/secrets' };
+  const secondaryExternal = secondaryCta.href.startsWith('http');
+
+  return (
+    <div className="flex h-full min-h-0 w-full flex-col">
+      <div className="flex min-h-0 flex-1 flex-col gap-4 p-4 sm:flex-row sm:gap-6 sm:p-6">
+        <nav
+          aria-label={d.sectionsLabel}
+          className="flex shrink-0 flex-col gap-0.5 overflow-y-auto sm:w-56 lg:w-72 xl:w-80"
+        >
+          {sectionOrder.map((id, index) => {
+            const section = sections[id];
+            if (!section) return null;
+            const selected = activeId === id;
+            return (
+              <button
+                key={id}
+                type="button"
+                onClick={() => selectSection(id)}
+                id={sectionIdToAnchor(id)}
+                className={`w-full rounded-lg px-2.5 py-2 text-left text-xs leading-snug transition-colors sm:text-sm ${
+                  selected
+                    ? 'bg-brand-700/60 text-foreground'
+                    : 'text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground'
+                }`}
+              >
+                <span className="font-medium text-link">{index + 1}.</span> {section.title}
+              </button>
+            );
+          })}
+        </nav>
+
+        <div className="flex min-h-0 min-w-0 flex-1 flex-col gap-4 overflow-y-auto">
+          {active ? (
+            <div className="flex min-h-0 flex-1 flex-col space-y-4 rounded-2xl border border-muted/30 bg-[var(--chat-surface)] p-5 sm:p-6">
+              <div>
+                <p className="text-[10px] font-medium uppercase tracking-wide text-muted-foreground">
+                  {format(d.stepOf, {
+                    current: activeIndex + 1,
+                    total: sectionOrder.length,
+                  })}
+                </p>
+                <h2 className="mt-1 text-base font-semibold text-bright sm:text-lg">
+                  {active.title}
+                </h2>
+              </div>
+              <ol className="list-decimal space-y-2 pl-5 text-sm leading-relaxed text-muted-foreground">
+                {active.items.map((item) => (
+                  <li key={item} className="pl-1">
+                    {item}
+                  </li>
+                ))}
+              </ol>
+              {active.linkLabel && active.linkUrl ? (
+                <a
+                  href={active.linkUrl}
+                  target="_blank"
+                  rel="noopener noreferrer"
+                  className="inline-flex items-center gap-1 text-sm font-medium text-link hover:underline"
+                >
+                  {active.linkLabel}
+                  <ExternalLink className="h-3.5 w-3.5" aria-hidden />
+                </a>
+              ) : null}
+            </div>
+          ) : null}
+
+          <p className="shrink-0 rounded-2xl border border-amber-500/25 bg-amber-500/10 px-4 py-3 text-xs text-amber-950 dark:text-amber-100/90">
+            {content.note}
+          </p>
+
+          <div className="shrink-0 rounded-2xl border border-muted/30 bg-[var(--chat-surface)] px-4 py-3 text-sm">
+            <span className="font-medium text-bright">{d.doneWhenLabel}: </span>
+            <span className="text-muted-foreground">{content.doneWhen}</span>
+          </div>
+        </div>
+      </div>
+
+      <div className="flex shrink-0 flex-wrap gap-2 border-t border-muted/30 bg-[var(--chat-bg)] px-4 py-3 sm:px-6">
+        <Link href={primaryCta.href}>
+          <Button variant="primary" className="px-4 py-2 text-sm">
+            {primaryCta.label}
+          </Button>
+        </Link>
+        {secondaryExternal ? (
+          <a href={secondaryCta.href} target="_blank" rel="noopener noreferrer">
+            <Button variant="secondary" className="px-4 py-2 text-sm">
+              {secondaryCta.label}
+            </Button>
+          </a>
+        ) : (
+          <Link href={secondaryCta.href}>
+            <Button variant="secondary" className="px-4 py-2 text-sm">
+              {secondaryCta.label}
+            </Button>
+          </Link>
+        )}
+      </div>
+    </div>
+  );
+}
diff --git a/web/src/components/landing/LandingGoogleSetup.tsx b/web/src/components/landing/LandingGoogleSetup.tsx
deleted file mode 100644
index 9c72324e..00000000
--- a/web/src/components/landing/LandingGoogleSetup.tsx
+++ /dev/null
@@ -1,101 +0,0 @@
-'use client';
-
-import { useState } from 'react';
-import Link from 'next/link';
-import { ExternalLink } from 'lucide-react';
-import Button from '@/components/Button';
-import { landingContentClass } from '@/components/landing/landingLayout';
-import { strings } from '@/lib/strings';
-
-type GuideSection = {
-  title: string;
-  items: string[];
-  linkLabel?: string;
-  linkUrl?: string;
-};
-
-const SECTION_ORDER = [
-  'prerequisites',
-  'gcpProject',
-  'enableApis',
-  'oauthConsent',
-  'oauthClient',
-  'serviceAccount',
-  'gscProperty',
-  'ga4Property',
-  'inApp',
-] as const;
-
-export default function LandingGoogleSetup() {
-  const vl = strings.views.landing;
-  const sections = vl.googleSetupSections as Record<string, GuideSection>;
-  const [activeId, setActiveId] = useState<string>('oauthClient');
-  const active = sections[activeId];
-
-  return (
-    <div className={`${landingContentClass} flex h-full flex-col justify-center`}>
-      <div className="mb-3 flex flex-col gap-2 sm:flex-row sm:items-end sm:justify-between">
-        <div className="min-w-0">
-          <p className="mb-1 text-xs font-semibold uppercase tracking-wider text-link">
-            {vl.sectionSetupGuide}
-          </p>
-          <h2 className="text-xl font-bold text-foreground sm:text-2xl">{vl.googleSetupTitle}</h2>
-          <p className="mt-1 line-clamp-2 text-xs text-muted-foreground sm:text-sm">
-            {vl.googleSetupSubtitle}
-          </p>
-        </div>
-        <Link href="/pipeline" className="shrink-0">
-          <Button variant="secondary" className="px-3 py-1.5 text-xs sm:text-sm">
-            {vl.googleSetupCta}
-          </Button>
-        </Link>
-      </div>
-
-      <div className="grid grid-cols-3 gap-1.5 sm:gap-2">
-        {SECTION_ORDER.map((id, index) => {
-          const section = sections[id];
-          if (!section) return null;
-          const selected = activeId === id;
-          return (
-            <button
-              key={id}
-              type="button"
-              onClick={() => setActiveId(id)}
-              className={`rounded-lg border px-2 py-1.5 text-left text-[10px] leading-snug transition-colors sm:px-2.5 sm:py-2 sm:text-xs ${
-                selected
-                  ? 'border-blue-500/40 bg-blue-500/10 text-foreground'
-                  : 'border-default/60 text-muted-foreground hover:border-blue-500/25 hover:text-foreground'
-              }`}
-            >
-              <span className="font-bold text-link">{index + 1}.</span> {section.title}
-            </button>
-          );
-        })}
-      </div>
-
-      {active ? (
-        <div className="mt-2.5 rounded-xl border border-default/60 p-3 sm:p-3.5">
-          <p className="text-sm font-semibold text-foreground">{active.title}</p>
-          <p className="mt-1 line-clamp-2 text-xs leading-relaxed text-muted-foreground sm:text-sm">
-            {active.items[0]}
-          </p>
-          {active.linkLabel && active.linkUrl ? (
-            <a
-              href={active.linkUrl}
-              target="_blank"
-              rel="noopener noreferrer"
-              className="mt-2 inline-flex items-center gap-1 text-xs font-medium text-link hover:underline sm:text-sm"
-            >
-              {active.linkLabel}
-              <ExternalLink className="h-3 w-3" aria-hidden />
-            </a>
-          ) : null}
-        </div>
-      ) : null}
-
-      <p className="mt-2.5 line-clamp-2 rounded-lg border border-amber-500/25 bg-amber-500/10 px-2.5 py-1.5 text-[11px] text-amber-950 dark:text-amber-100/90">
-        {vl.googleSetupNote}
-      </p>
-    </div>
-  );
-}
diff --git a/web/src/components/landing/LandingHero.tsx b/web/src/components/landing/LandingHero.tsx
index 147369d6..3ce7bdfe 100644
--- a/web/src/components/landing/LandingHero.tsx
+++ b/web/src/components/landing/LandingHero.tsx
@@ -2,7 +2,7 @@
 
 import Link from 'next/link';
 import { ChevronRight } from 'lucide-react';
-import LandingProductMock from '@/components/landing/LandingProductMock';
+import LandingLifecycleDiagram from '@/components/landing/LandingLifecycleDiagram';
 import {
   LANDING_SECTION_IDS,
   landingGutterClass,
@@ -49,8 +49,8 @@ export default function LandingHero() {
           </div>
 
           <div className={`${landingSplitVisualClass} px-0 pb-2 @sm:px-0 @md:px-0`}>
-            <div className={landingSplitMockClass}>
-              <LandingProductMock variant="default" className="h-full min-h-0 w-full" elevated fillHeight />
+            <div className={`${landingSplitMockClass} landing-mock-glow landing-float flex items-center justify-center`}>
+              <LandingLifecycleDiagram />
             </div>
           </div>
         </div>
diff --git a/web/src/components/landing/LandingHeroTopBar.tsx b/web/src/components/landing/LandingHeroTopBar.tsx
index 85b3888f..a3ac1b0a 100644
--- a/web/src/components/landing/LandingHeroTopBar.tsx
+++ b/web/src/components/landing/LandingHeroTopBar.tsx
@@ -6,9 +6,10 @@ import ThemeToggle from '@/components/ThemeToggle';
 import { strings } from '@/lib/strings';
 
 const NAV_ITEMS = [
-  { href: '#features', labelKey: 'navFeatures' as const },
-  { href: '#quick-start', labelKey: 'navQuickStart' as const },
-  { href: '#spotlight-google', labelKey: 'navGoogleSetup' as const },
+  { href: '/docs', label: strings.nav.docs.label },
+  { href: '/chat', label: strings.nav.chat.label },
+  { href: '/write', label: strings.nav.write.label },
+  { href: '/secrets', label: strings.nav.secrets.label },
 ] as const;
 
 /* The header is fixed chrome at real device size (outside the scaled stage), so
@@ -32,14 +33,14 @@ export default function LandingHeroTopBar() {
           className="hidden items-center gap-1 rounded-lg border border-default/80 bg-brand-800/40 p-1 md:flex"
           aria-label="Landing"
         >
-          {NAV_ITEMS.map(({ href, labelKey }) => (
-            <a
+          {NAV_ITEMS.map(({ href, label }) => (
+            <Link
               key={href}
               href={href}
               className="rounded-md px-2.5 py-1 text-xs font-medium text-muted-foreground transition-colors hover:bg-brand-700/60 hover:text-foreground lg:px-3 lg:text-sm"
             >
-              {vl[labelKey]}
-            </a>
+              {label}
+            </Link>
           ))}
           <a
             href={vl.githubRepoUrl}
@@ -70,14 +71,14 @@ export default function LandingHeroTopBar() {
         className={`flex gap-2 overflow-x-auto border-t border-muted/50 py-2 md:hidden ${headerGutter}`}
         aria-label="Landing mobile"
       >
-        {NAV_ITEMS.map(({ href, labelKey }) => (
-          <a
+        {NAV_ITEMS.map(({ href, label }) => (
+          <Link
             key={href}
             href={href}
             className="shrink-0 rounded-full border border-default bg-brand-800/50 px-3 py-1 text-xs font-medium text-muted-foreground"
           >
-            {vl[labelKey]}
-          </a>
+            {label}
+          </Link>
         ))}
         <a
           href={vl.githubRepoUrl}
diff --git a/web/src/components/landing/LandingLifecycleDiagram.test.ts b/web/src/components/landing/LandingLifecycleDiagram.test.ts
new file mode 100644
index 00000000..cb38b7ea
--- /dev/null
+++ b/web/src/components/landing/LandingLifecycleDiagram.test.ts
@@ -0,0 +1,63 @@
+import { describe, expect, it } from 'vitest';
+import {
+  LIFECYCLE_LAYOUT,
+  LIFECYCLE_NODE_COUNT,
+  getLifecycleArcSegments,
+  getLifecycleNodePositions,
+  getLifecycleNodes,
+  lifecycleArcEdge,
+  lifecycleCoordPercent,
+} from '@/components/landing/LandingLifecycleDiagram';
+
+describe('LandingLifecycleDiagram helpers', () => {
+  it('defines five clockwise lifecycle nodes with labels and aria text', () => {
+    const nodes = getLifecycleNodes();
+    expect(nodes).toHaveLength(LIFECYCLE_NODE_COUNT);
+    expect(nodes.map((node) => node.id)).toEqual(['audit', 'report', 'mcp', 'fix', 'review']);
+    for (const node of nodes) {
+      expect(node.label.length).toBeGreaterThan(0);
+      expect(node.hint.length).toBeGreaterThan(0);
+      expect(node.ariaLabel).toContain(node.label);
+    }
+  });
+
+  it('places nodes on a ring starting from the top with equal spacing', () => {
+    const positions = getLifecycleNodePositions(280, 220, 140);
+    expect(positions).toHaveLength(LIFECYCLE_NODE_COUNT);
+    expect(positions[0]!.x).toBeCloseTo(280, 0);
+    expect(positions[0]!.y).toBeCloseTo(80, 0);
+
+    const dist0 = Math.hypot(positions[0]!.x - 280, positions[0]!.y - 220);
+    const dist2 = Math.hypot(positions[2]!.x - 280, positions[2]!.y - 220);
+    expect(dist0).toBeCloseTo(140, 0);
+    expect(dist2).toBeCloseTo(140, 0);
+  });
+
+  it('maps canvas coordinates to percentage for overlay alignment', () => {
+    expect(lifecycleCoordPercent(LIFECYCLE_LAYOUT.centerX, 'x')).toBe('50%');
+    expect(lifecycleCoordPercent(LIFECYCLE_LAYOUT.centerY, 'y')).toMatch(/%$/);
+  });
+
+  it('builds equal circular arc segments between node gaps', () => {
+    const positions = getLifecycleNodePositions(
+      LIFECYCLE_LAYOUT.centerX,
+      LIFECYCLE_LAYOUT.centerY,
+      LIFECYCLE_LAYOUT.nodeRadius,
+    );
+    const arcs = getLifecycleArcSegments(
+      positions,
+      LIFECYCLE_LAYOUT.centerX,
+      LIFECYCLE_LAYOUT.centerY,
+      LIFECYCLE_LAYOUT.arcRadius,
+    );
+    expect(arcs).toHaveLength(LIFECYCLE_NODE_COUNT);
+    for (const arc of arcs) {
+      expect(arc).toMatch(/^M .+ A .+ 0 0 1 .+$/);
+    }
+  });
+
+  it('builds a clockwise SVG arc path', () => {
+    const path = lifecycleArcEdge(280, 220, 100, -Math.PI / 2, Math.PI / 5);
+    expect(path).toMatch(/^M .+ A 100 100 0 0 1 .+$/);
+  });
+});
diff --git a/web/src/components/landing/LandingLifecycleDiagram.tsx b/web/src/components/landing/LandingLifecycleDiagram.tsx
new file mode 100644
index 00000000..3b102d3b
--- /dev/null
+++ b/web/src/components/landing/LandingLifecycleDiagram.tsx
@@ -0,0 +1,280 @@
+'use client';
+
+import { Bot, Code2, FileText, GitCompare, Radar, type LucideIcon } from 'lucide-react';
+import { strings } from '@/lib/strings';
+
+const vl = strings.views.landing;
+
+export const LIFECYCLE_NODE_COUNT = 5;
+
+/** Fixed design canvas — figure uses matching aspect-ratio so SVG and HTML align. */
+export const LIFECYCLE_LAYOUT = {
+  viewWidth: 560,
+  viewHeight: 448,
+  centerX: 280,
+  centerY: 224,
+  nodeRadius: 160,
+  arcRadius: 94,
+  nodeWidth: 110,
+  nodeHeight: 70,
+  orbitRadius: 122,
+} as const;
+
+export type LifecycleAccent = 'audit' | 'report' | 'mcp' | 'fix' | 'review';
+
+export interface LifecycleNodeSpec {
+  id: LifecycleAccent;
+  icon: LucideIcon;
+  label: string;
+  hint: string;
+  ariaLabel: string;
+  step: number;
+}
+
+/** Node metadata for layout and tests — order is clockwise from top. */
+export function getLifecycleNodes(): LifecycleNodeSpec[] {
+  return [
+    {
+      id: 'audit',
+      step: 1,
+      icon: Radar,
+      label: vl.lifecycleNodeAudit,
+      hint: vl.lifecycleNodeAuditHint,
+      ariaLabel: `${vl.lifecycleNodeAudit}: ${vl.lifecycleNodeAuditHint}`,
+    },
+    {
+      id: 'report',
+      step: 2,
+      icon: FileText,
+      label: vl.lifecycleNodeReport,
+      hint: vl.lifecycleNodeReportHint,
+      ariaLabel: `${vl.lifecycleNodeReport}: ${vl.lifecycleNodeReportHint}`,
+    },
+    {
+      id: 'mcp',
+      step: 3,
+      icon: Bot,
+      label: vl.lifecycleNodeMcp,
+      hint: vl.lifecycleNodeMcpHint,
+      ariaLabel: `${vl.lifecycleNodeMcp}: ${vl.lifecycleNodeMcpHint}`,
+    },
+    {
+      id: 'fix',
+      step: 4,
+      icon: Code2,
+      label: vl.lifecycleNodeFix,
+      hint: vl.lifecycleNodeFixHint,
+      ariaLabel: `${vl.lifecycleNodeFix}: ${vl.lifecycleNodeFixHint}`,
+    },
+    {
+      id: 'review',
+      step: 5,
+      icon: GitCompare,
+      label: vl.lifecycleNodeReview,
+      hint: vl.lifecycleNodeReviewHint,
+      ariaLabel: `${vl.lifecycleNodeReview}: ${vl.lifecycleNodeReviewHint}`,
+    },
+  ];
+}
+
+/** Polar positions on a true circle — first node at 12 o'clock, equal 72° spacing. */
+export function getLifecycleNodePositions(
+  cx: number,
+  cy: number,
+  radius: number,
+  count = LIFECYCLE_NODE_COUNT,
+): Array<{ x: number; y: number; angle: number }> {
+  const step = (2 * Math.PI) / count;
+  return Array.from({ length: count }, (_, index) => {
+    const angle = index * step - Math.PI / 2;
+    return {
+      x: cx + radius * Math.cos(angle),
+      y: cy + radius * Math.sin(angle),
+      angle,
+    };
+  });
+}
+
+/** Map design-canvas coordinates to percentage for HTML overlay alignment. */
+export function lifecycleCoordPercent(value: number, axis: 'x' | 'y'): string {
+  const total = axis === 'x' ? LIFECYCLE_LAYOUT.viewWidth : LIFECYCLE_LAYOUT.viewHeight;
+  return `${(value / total) * 100}%`;
+}
+
+/** Circular arc segment between two trimmed angles (clockwise). */
+export function lifecycleArcEdge(
+  cx: number,
+  cy: number,
+  radius: number,
+  startAngle: number,
+  sweep: number,
+): string {
+  const endAngle = startAngle + sweep;
+  const x1 = cx + radius * Math.cos(startAngle);
+  const y1 = cy + radius * Math.sin(startAngle);
+  const x2 = cx + radius * Math.cos(endAngle);
+  const y2 = cy + radius * Math.sin(endAngle);
+  const largeArc = sweep > Math.PI ? 1 : 0;
+  return `M ${x1.toFixed(2)} ${y1.toFixed(2)} A ${radius} ${radius} 0 ${largeArc} 1 ${x2.toFixed(2)} ${y2.toFixed(2)}`;
+}
+
+/** Equal arc spans between node gaps on the guide ring. */
+export function getLifecycleArcSegments(
+  positions: Array<{ angle: number }>,
+  cx: number,
+  cy: number,
+  arcRadius: number,
+): string[] {
+  const count = positions.length;
+  const step = (2 * Math.PI) / count;
+  const trim = step * 0.17;
+  const sweep = step - trim * 2;
+
+  return positions.map((pos) => lifecycleArcEdge(cx, cy, arcRadius, pos.angle + trim, sweep));
+}
+
+const EDGE_ACCENTS: LifecycleAccent[] = ['report', 'mcp', 'fix', 'review', 'audit'];
+
+export default function LandingLifecycleDiagram() {
+  const {
+    viewWidth,
+    viewHeight,
+    centerX,
+    centerY,
+    nodeRadius,
+    arcRadius,
+    nodeWidth,
+    nodeHeight,
+    orbitRadius,
+  } = LIFECYCLE_LAYOUT;
+
+  const nodes = getLifecycleNodes();
+  const positions = getLifecycleNodePositions(centerX, centerY, nodeRadius);
+  const arcPaths = getLifecycleArcSegments(positions, centerX, centerY, arcRadius);
+  const caption = nodes.map((node) => node.ariaLabel).join('. ');
+
+  return (
+    <figure
+      className="landing-lifecycle relative mx-auto"
+      style={{ aspectRatio: `${viewWidth} / ${viewHeight}` }}
+      aria-labelledby="landing-lifecycle-caption"
+    >
+      <div className="landing-lifecycle-backdrop pointer-events-none absolute inset-0 rounded-3xl" aria-hidden />
+
+      <svg
+        viewBox={`0 0 ${viewWidth} ${viewHeight}`}
+        className="landing-lifecycle-arrows absolute inset-0 h-full w-full"
+        preserveAspectRatio="xMidYMid meet"
+        aria-hidden
+        focusable="false"
+      >
+        <defs>
+          <filter id="lifecycle-glow" x="-20%" y="-20%" width="140%" height="140%">
+            <feGaussianBlur stdDeviation="2.5" result="blur" />
+            <feMerge>
+              <feMergeNode in="blur" />
+              <feMergeNode in="SourceGraphic" />
+            </feMerge>
+          </filter>
+          {(['audit', 'report', 'mcp', 'fix', 'review'] as const).map((accent) => (
+            <marker
+              key={`marker-${accent}`}
+              id={`lifecycle-arrow-${accent}`}
+              markerWidth="7"
+              markerHeight="7"
+              refX="5.5"
+              refY="3.5"
+              orient="auto"
+              markerUnits="strokeWidth"
+            >
+              <path
+                d="M0,0 L7,3.5 L0,7 Z"
+                className={`landing-lifecycle-marker landing-lifecycle-marker--${accent}`}
+              />
+            </marker>
+          ))}
+        </defs>
+
+        <circle
+          cx={centerX}
+          cy={centerY}
+          r={orbitRadius}
+          className="landing-lifecycle-orbit"
+          fill="none"
+        />
+
+        {arcPaths.map((path, index) => {
+          const accent = EDGE_ACCENTS[index]!;
+          const isClosing = index === arcPaths.length - 1;
+          return (
+            <path
+              key={`edge-${index}`}
+              d={path}
+              fill="none"
+              filter="url(#lifecycle-glow)"
+              className={`landing-lifecycle-arrow landing-lifecycle-arrow--${accent}${
+                isClosing ? ' landing-lifecycle-arrow--closing' : ''
+              }`}
+              markerEnd={`url(#lifecycle-arrow-${accent})`}
+            />
+          );
+        })}
+      </svg>
+
+      <div
+        className="landing-lifecycle-hub pointer-events-none absolute z-10 -translate-x-1/2 -translate-y-1/2 text-center"
+        style={{
+          left: lifecycleCoordPercent(centerX, 'x'),
+          top: lifecycleCoordPercent(centerY, 'y'),
+        }}
+        aria-hidden
+      >
+        <span className="landing-lifecycle-hub-ring inline-flex h-14 w-14 items-center justify-center rounded-full">
+          <span className="inline-flex h-10 w-10 items-center justify-center rounded-full bg-blue-500/20">
+            <Radar className="h-5 w-5 text-blue-400" strokeWidth={2} />
+          </span>
+        </span>
+        <p className="landing-lifecycle-hub-label mt-2 text-[11px] font-bold uppercase tracking-[0.14em]">
+          {vl.lifecycleHubLabel}
+        </p>
+      </div>
+
+      {nodes.map((node, index) => {
+        const { x, y } = positions[index]!;
+        const Icon = node.icon;
+        return (
+          <div
+            key={node.id}
+            data-accent={node.id}
+            className="landing-lifecycle-node absolute z-20 flex -translate-x-1/2 -translate-y-1/2 flex-col justify-between rounded-2xl px-3 py-2.5"
+            style={{
+              width: nodeWidth,
+              height: nodeHeight,
+              left: lifecycleCoordPercent(x, 'x'),
+              top: lifecycleCoordPercent(y, 'y'),
+            }}
+            role="img"
+            aria-label={node.ariaLabel}
+          >
+            <span className="flex items-start justify-between gap-1">
+              <span className="landing-lifecycle-node-icon inline-flex h-7 w-7 shrink-0 items-center justify-center rounded-lg">
+                <Icon className="h-4 w-4" strokeWidth={2.25} aria-hidden />
+              </span>
+              <span className="landing-lifecycle-step inline-flex h-5 min-w-5 items-center justify-center rounded-full px-1 text-[10px] font-bold">
+                {node.step}
+              </span>
+            </span>
+            <div className="mt-1 min-w-0">
+              <p className="text-[13px] font-bold leading-tight text-foreground">{node.label}</p>
+              <p className="mt-0.5 text-[10px] leading-snug text-muted-foreground">{node.hint}</p>
+            </div>
+          </div>
+        );
+      })}
+
+      <figcaption id="landing-lifecycle-caption" className="sr-only">
+        {caption}
+      </figcaption>
+    </figure>
+  );
+}
diff --git a/web/src/components/secrets/SecretsSettingsPanel.tsx b/web/src/components/secrets/SecretsSettingsPanel.tsx
index 2c154b1c..e60e6dd4 100644
--- a/web/src/components/secrets/SecretsSettingsPanel.tsx
+++ b/web/src/components/secrets/SecretsSettingsPanel.tsx
@@ -3,6 +3,7 @@
 import Link from 'next/link';
 import ConfigField from '@/components/pipeline/ConfigField';
 import { SECRETS_SECTIONS, type SecretsField, type SecretsSection } from '@/lib/secretsConfigSchema';
+import { integrationGuideHref } from '@/lib/docs/integrationGuides';
 import { strings } from '@/lib/strings';
 import type { SecretsState } from '@/types/api';
 
@@ -94,12 +95,22 @@ export default function SecretsSettingsPanel({
       </div>
 
       {section.id === 'google' ? (
-        <p className="text-xs text-muted-foreground">
-          {s.googleConnectHint}{' '}
-          <Link href="/pipeline?group=google" className="text-link hover:underline">
-            {s.googleConnectLink}
-          </Link>
-        </p>
+        <div className="space-y-2 text-xs text-muted-foreground">
+          <p>
+            {s.googleConnectHint}{' '}
+            <Link href="/pipeline?group=google" className="text-link hover:underline">
+              {s.googleConnectLink}
+            </Link>
+          </p>
+          <p>
+            <Link
+              href={integrationGuideHref('google', { from: 'secrets', sectionId: 'oauthClient' })}
+              className="text-link hover:underline"
+            >
+              {strings.docs.googleOAuthGuideLink}
+            </Link>
+          </p>
+        </div>
       ) : null}
 
       {section.id === 'ai' ? (
@@ -108,6 +119,30 @@ export default function SecretsSettingsPanel({
           <Link href="/pipeline?group=content-ai" className="text-link hover:underline">
             {s.aiProviderLink}
           </Link>
+          {' · '}
+          <Link href={integrationGuideHref('ai', { from: 'secrets' })} className="text-link hover:underline">
+            {strings.docs.setupGuideLink}
+          </Link>
+        </p>
+      ) : null}
+
+      {section.id === 'integrations' ? (
+        <p className="text-xs text-muted-foreground">
+          <Link href={integrationGuideHref('bing', { from: 'secrets' })} className="text-link hover:underline">
+            {strings.docs.bingGuideLink}
+          </Link>
+          {' · '}
+          <Link href={integrationGuideHref('serp', { from: 'secrets' })} className="text-link hover:underline">
+            {strings.docs.serpGuideLink}
+          </Link>
+        </p>
+      ) : null}
+
+      {section.id === 'crawl' ? (
+        <p className="text-xs text-muted-foreground">
+          <Link href={integrationGuideHref('crawl-auth', { from: 'secrets' })} className="text-link hover:underline">
+            {strings.docs.setupGuideLink}
+          </Link>
         </p>
       ) : null}
     </div>
diff --git a/web/src/lib/appNav.ts b/web/src/lib/appNav.ts
index 23bdb653..20cab603 100644
--- a/web/src/lib/appNav.ts
+++ b/web/src/lib/appNav.ts
@@ -4,6 +4,7 @@ import {
   ArrowLeftRight,
   Link2,
   BarChart2,
+  BookOpen,
   Bug,
   Accessibility,
   Image,
@@ -35,7 +36,7 @@ import {
 import { strings } from '@/lib/strings';
 import { viewIdToPathSlug, type ViewId } from '@/routes';
 
-export type NavItemId = ViewId | 'pipeline' | 'secrets' | 'mcp' | 'chat' | 'write' | 'pages-md';
+export type NavItemId = ViewId | 'pipeline' | 'secrets' | 'mcp' | 'docs' | 'chat' | 'write' | 'pages-md';
 
 export interface AppNavItem {
   id: NavItemId;
@@ -85,6 +86,7 @@ const NAV_DESCRIPTIONS: Partial<Record<NavItemId, string>> = {
   pipeline: 'Crawl a site and build a report',
   secrets: 'API keys and credentials',
   mcp: 'Remote MCP client setup',
+  docs: 'Integration setup guides',
   chat: 'Ask questions about this audit',
   write: 'Draft content from audit data',
   'pages-md': 'Extract & preview per-page markdown',
@@ -149,6 +151,15 @@ const MCP_NAV: AppNavItem = {
   description: NAV_DESCRIPTIONS.mcp,
 };
 
+const DOCS_NAV: AppNavItem = {
+  id: 'docs',
+  label: strings.nav.docs.label,
+  section: strings.nav.docs.section,
+  icon: BookOpen,
+  hrefPath: '/docs',
+  description: NAV_DESCRIPTIONS.docs,
+};
+
 const CHAT_NAV: AppNavItem = {
   id: 'chat',
   label: strings.nav.chat.label,
@@ -188,6 +199,7 @@ export const APP_NAV_ITEMS: AppNavItem[] = [
   PIPELINE_NAV,
   SECRETS_NAV,
   MCP_NAV,
+  DOCS_NAV,
   WRITE_NAV,
   CHAT_NAV,
   PAGES_MD_NAV,
@@ -199,7 +211,7 @@ export const REPORT_VIEW_IDS: ViewId[] = VIEW_NAV.map(({ id }) => id);
 export const APP_NAV_SECTIONS = [...new Set(APP_NAV_ITEMS.map((item) => item.section))];
 
 /** Routes with their own app pages — not resolved by `pathSlugToViewId`. */
-export const STANDALONE_NAV_IDS = ['pipeline', 'secrets', 'mcp', 'chat', 'write', 'pages-md'] as const satisfies readonly NavItemId[];
+export const STANDALONE_NAV_IDS = ['pipeline', 'secrets', 'mcp', 'docs', 'chat', 'write', 'pages-md'] as const satisfies readonly NavItemId[];
 
 export type StandaloneNavId = (typeof STANDALONE_NAV_IDS)[number];
 
@@ -239,6 +251,7 @@ export const CHAT_SIDEBAR_NAV_IDS = [
   'pipeline',
   'secrets',
   'mcp',
+  'docs',
   'write',
   'pages-md',
 ] as const satisfies readonly NavItemId[];
@@ -250,6 +263,7 @@ export const WRITE_SIDEBAR_NAV_IDS = [
   'pipeline',
   'secrets',
   'mcp',
+  'docs',
   'chat',
   'write',
   'pages-md',
@@ -259,6 +273,8 @@ export const SECRETS_SIDEBAR_NAV_IDS = WRITE_SIDEBAR_NAV_IDS;
 
 export const PIPELINE_SIDEBAR_NAV_IDS = WRITE_SIDEBAR_NAV_IDS;
 
+export const DOCS_SIDEBAR_NAV_IDS = WRITE_SIDEBAR_NAV_IDS;
+
 export const PAGES_MD_SIDEBAR_NAV_IDS = [
   'home',
   'search-performance',
@@ -266,6 +282,7 @@ export const PAGES_MD_SIDEBAR_NAV_IDS = [
   'pipeline',
   'secrets',
   'mcp',
+  'docs',
   'chat',
   'write',
 ] as const satisfies readonly NavItemId[];
@@ -273,6 +290,7 @@ export const PAGES_MD_SIDEBAR_NAV_IDS = [
 export function isMiniNavLinkActive(href: string, pathname: string): boolean {
   if (href === '/secrets') return pathname.startsWith('/secrets');
   if (href === '/mcp') return pathname.startsWith('/mcp');
+  if (href === '/docs') return pathname.startsWith('/docs');
   if (href === '/write') return pathname.startsWith('/write');
   if (href === '/chat') return pathname.startsWith('/chat');
   if (href === '/pipeline') return pathname.startsWith('/pipeline');
@@ -281,7 +299,7 @@ export function isMiniNavLinkActive(href: string, pathname: string): boolean {
 }
 
 export function navHref(item: AppNavItem, trailingQuery: string): string {
-  if (item.id === 'home' || item.id === 'pipeline' || item.id === 'secrets' || item.id === 'mcp' || item.id === 'chat' || item.id === 'write' || item.id === 'pages-md') {
+  if (item.id === 'home' || item.id === 'pipeline' || item.id === 'secrets' || item.id === 'mcp' || item.id === 'docs' || item.id === 'chat' || item.id === 'write' || item.id === 'pages-md') {
     return item.hrefPath;
   }
   const raw = trailingQuery.startsWith('?') ? trailingQuery.slice(1) : trailingQuery;
@@ -305,6 +323,9 @@ export function isNavItemActive(item: AppNavItem, pathname: string): boolean {
   if (item.id === 'mcp') {
     return pathname === '/mcp' || pathname.startsWith('/mcp/');
   }
+  if (item.id === 'docs') {
+    return pathname === '/docs' || pathname.startsWith('/docs/');
+  }
   if (item.id === 'chat') {
     return pathname === '/chat' || pathname.startsWith('/chat/');
   }
diff --git a/web/src/lib/docs/docsFromParam.ts b/web/src/lib/docs/docsFromParam.ts
new file mode 100644
index 00000000..ed36abea
--- /dev/null
+++ b/web/src/lib/docs/docsFromParam.ts
@@ -0,0 +1,24 @@
+import { strings } from '@/lib/strings';
+
+export type DocsFromParam = 'integrations' | 'secrets' | 'landing';
+
+const VALID_FROM = new Set<string>(['integrations', 'secrets', 'landing']);
+
+export function parseDocsFromParam(value: string | null | undefined): DocsFromParam | null {
+  if (!value || !VALID_FROM.has(value)) return null;
+  return value as DocsFromParam;
+}
+
+export function docsBackLink(from: DocsFromParam | null): { label: string; href: string } {
+  const d = strings.docs;
+  switch (from) {
+    case 'integrations':
+      return { label: d.backToIntegrations, href: '/pipeline?integrations=open' };
+    case 'secrets':
+      return { label: d.backToSecrets, href: '/secrets' };
+    case 'landing':
+      return { label: d.backToLanding, href: '/' };
+    default:
+      return { label: d.backToHome, href: '/home' };
+  }
+}
diff --git a/web/src/lib/docs/integrationGuides.test.ts b/web/src/lib/docs/integrationGuides.test.ts
new file mode 100644
index 00000000..a70857a6
--- /dev/null
+++ b/web/src/lib/docs/integrationGuides.test.ts
@@ -0,0 +1,50 @@
+import { describe, expect, it } from 'vitest';
+import { strings } from '@/lib/strings';
+import {
+  anchorToSectionId,
+  getGuideBySlug,
+  GOOGLE_SECTION_ORDER,
+  INTEGRATION_GUIDES,
+  sectionIdToAnchor,
+} from '@/lib/docs/integrationGuides';
+
+describe('integrationGuides', () => {
+  it('returns google guide by slug', () => {
+    const guide = getGuideBySlug('google');
+    expect(guide?.slug).toBe('google');
+    expect(guide?.sectionOrder).toEqual(GOOGLE_SECTION_ORDER);
+  });
+
+  it('returns undefined for unknown slug', () => {
+    expect(getGuideBySlug('unknown')).toBeUndefined();
+  });
+
+  it('maps section ids to URL anchors', () => {
+    expect(sectionIdToAnchor('oauthClient')).toBe('oauth-client');
+    expect(sectionIdToAnchor('gcpProject')).toBe('gcp-project');
+    expect(sectionIdToAnchor('inApp')).toBe('in-app');
+  });
+
+  it('resolves anchors back to section ids', () => {
+    expect(anchorToSectionId('oauth-client', GOOGLE_SECTION_ORDER)).toBe('oauthClient');
+    expect(anchorToSectionId('missing', GOOGLE_SECTION_ORDER)).toBeUndefined();
+  });
+
+  it('has strings for every registered guide section', () => {
+    const integrations = strings.views.docs.integrations as Record<
+      string,
+      { sections: Record<string, unknown> }
+    >;
+
+    for (const { slug, sectionOrder } of INTEGRATION_GUIDES) {
+      const guideStrings = integrations[slug];
+      expect(guideStrings, `missing strings for ${slug}`).toBeDefined();
+      for (const sectionId of sectionOrder) {
+        expect(
+          guideStrings.sections[sectionId],
+          `missing section ${sectionId} for ${slug}`,
+        ).toBeDefined();
+      }
+    }
+  });
+});
diff --git a/web/src/lib/docs/integrationGuides.ts b/web/src/lib/docs/integrationGuides.ts
new file mode 100644
index 00000000..9819248e
--- /dev/null
+++ b/web/src/lib/docs/integrationGuides.ts
@@ -0,0 +1,113 @@
+export const GOOGLE_SECTION_ORDER = [
+  'prerequisites',
+  'gcpProject',
+  'enableApis',
+  'oauthConsent',
+  'oauthClient',
+  'serviceAccount',
+  'gscProperty',
+  'ga4Property',
+  'inApp',
+] as const;
+
+export const BING_SECTION_ORDER = [
+  'prerequisites',
+  'getApiKey',
+  'verifySite',
+  'saveInApp',
+  'syncData',
+] as const;
+
+export const AI_SECTION_ORDER = [
+  'prerequisites',
+  'cloudProviders',
+  'ollamaLocal',
+  'enableInApp',
+  'chatAndFeatures',
+] as const;
+
+export const MCP_SECTION_ORDER = [
+  'prerequisites',
+  'localStdio',
+  'remoteHttp',
+  'inAppSettings',
+  'examplePrompts',
+] as const;
+
+export const SERP_SECTION_ORDER = [
+  'prerequisites',
+  'getApiKey',
+  'saveInApp',
+  'whatItDoes',
+] as const;
+
+export const GSC_LINKS_SECTION_ORDER = [
+  'prerequisites',
+  'exportFromGsc',
+  'uploadInApp',
+  'viewInReports',
+] as const;
+
+export const CRAWL_AUTH_SECTION_ORDER = [
+  'prerequisites',
+  'basicAuth',
+  'cookies',
+  'runCrawl',
+] as const;
+
+export type IntegrationGuideSlug =
+  | 'google'
+  | 'bing'
+  | 'ai'
+  | 'mcp'
+  | 'serp'
+  | 'gsc-links'
+  | 'crawl-auth';
+
+export interface IntegrationGuideRegistryEntry {
+  slug: IntegrationGuideSlug;
+  sectionOrder: readonly string[];
+}
+
+export const INTEGRATION_GUIDES: IntegrationGuideRegistryEntry[] = [
+  { slug: 'google', sectionOrder: GOOGLE_SECTION_ORDER },
+  { slug: 'bing', sectionOrder: BING_SECTION_ORDER },
+  { slug: 'ai', sectionOrder: AI_SECTION_ORDER },
+  { slug: 'mcp', sectionOrder: MCP_SECTION_ORDER },
+  { slug: 'gsc-links', sectionOrder: GSC_LINKS_SECTION_ORDER },
+  { slug: 'serp', sectionOrder: SERP_SECTION_ORDER },
+  { slug: 'crawl-auth', sectionOrder: CRAWL_AUTH_SECTION_ORDER },
+];
+
+const GUIDE_BY_SLUG = new Map(INTEGRATION_GUIDES.map((guide) => [guide.slug, guide]));
+
+export function getGuideBySlug(slug: string): IntegrationGuideRegistryEntry | undefined {
+  return GUIDE_BY_SLUG.get(slug as IntegrationGuideSlug);
+}
+
+export function isIntegrationGuideSlug(slug: string): slug is IntegrationGuideSlug {
+  return GUIDE_BY_SLUG.has(slug as IntegrationGuideSlug);
+}
+
+/** camelCase section id → URL hash anchor (e.g. oauthClient → oauth-client). */
+export function sectionIdToAnchor(id: string): string {
+  return id.replace(/([a-z])([A-Z])/g, '$1-$2').toLowerCase();
+}
+
+export function anchorToSectionId(
+  anchor: string,
+  sectionOrder: readonly string[],
+): string | undefined {
+  return sectionOrder.find((id) => sectionIdToAnchor(id) === anchor);
+}
+
+export function integrationGuideHref(
+  slug: IntegrationGuideSlug,
+  options?: { from?: string; sectionId?: string },
+): string {
+  const params = new URLSearchParams();
+  if (options?.from) params.set('from', options.from);
+  const query = params.toString();
+  const hash = options?.sectionId ? `#${sectionIdToAnchor(options.sectionId)}` : '';
+  return `/docs/integrations/${slug}${query ? `?${query}` : ''}${hash}`;
+}
diff --git a/web/src/strings.json b/web/src/strings.json
index 1fc81704..493e57ae 100644
--- a/web/src/strings.json
+++ b/web/src/strings.json
@@ -734,6 +734,10 @@
       "label": "MCP",
       "section": "Overview"
     },
+    "docs": {
+      "label": "Docs",
+      "section": "Overview"
+    },
     "chat": {
       "label": "AI Chat",
       "section": "AI"
@@ -921,6 +925,28 @@
     "saveButton": "Save MCP settings",
     "saving": "Saving…"
   },
+  "docs": {
+    "pageTitle": "Documentation",
+    "pageSubtitle": "Step-by-step integration guides for Search Console, Analytics, and more.",
+    "sidebarTitle": "Guides",
+    "sidebarNavLabel": "Navigation",
+    "indexTitle": "Integration guides",
+    "indexSubtitle": "Connect external services — search, traffic, AI, MCP, backlinks, and staging crawl auth.",
+    "setupGuideLink": "Setup guide",
+    "googleOAuthGuideLink": "How to get OAuth credentials",
+    "bingGuideLink": "Bing Webmaster setup guide",
+    "serpGuideLink": "SerpAPI setup guide",
+    "backToIntegrations": "Back to Integrations",
+    "backToSecrets": "Back to Secrets",
+    "backToHome": "Back to dashboard",
+    "backToLanding": "Back to home",
+    "openIntegrations": "Open Integrations",
+    "openSecrets": "Open Secrets",
+    "stepOf": "Step {current} of {total}",
+    "doneWhenLabel": "You're done when",
+    "sectionsLabel": "Sections",
+    "externalLink": "Open in console"
+  },
   "pipelineRunner": {
     "fabTitle": "Run audit",
     "fabAriaOpen": "Open Run audit",
@@ -1522,10 +1548,11 @@
   },
   "views": {
     "landing": {
-      "metaTitle": "Site Audit — Self-hosted SEO audits",
-      "metaDescription": "Crawl your sites, find SEO issues, connect Search Console and Analytics, and export client reports — free and self-hosted.",
+      "metaTitle": "Site Audit — SEO feedback loop for agent-driven development",
+      "metaDescription": "Self-hosted SEO audits with MCP: crawl your site, expose data to Cursor and Claude, fix in code, review and compare — your infrastructure, your data.",
       "navFeatures": "Features",
       "navQuickStart": "Quick start",
+      "navDocs": "Docs",
       "navGoogleSetup": "Integrations",
       "navIntegrations": "Integrations",
       "navGithub": "GitHub",
@@ -1534,9 +1561,20 @@
       "deckSlideOf": "Slide {current} of {total}",
       "deckNext": "Next",
       "deckPrev": "Previous",
-      "heroEyebrow": "Open source · Self-hosted",
-      "heroTitle": "SEO audits you control",
-      "heroSubtitle": "Crawl, issues, Lighthouse, and Search Console on infrastructure you control.",
+      "heroEyebrow": "Open source · Self-hosted · MCP-native",
+      "heroTitle": "The SEO feedback loop for agent-driven development",
+      "heroSubtitle": "Crawl your site, expose audit data to IDE agents via MCP, fix in code, review and compare. Self-hosted — your data stays yours.",
+      "lifecycleHubLabel": "Feedback loop",
+      "lifecycleNodeAudit": "Audit",
+      "lifecycleNodeAuditHint": "Crawl & score",
+      "lifecycleNodeReport": "Report",
+      "lifecycleNodeReportHint": "Export & prioritize",
+      "lifecycleNodeMcp": "MCP",
+      "lifecycleNodeMcpHint": "Cursor · Claude · Copilot",
+      "lifecycleNodeFix": "Fix",
+      "lifecycleNodeFixHint": "PR in your repo",
+      "lifecycleNodeReview": "Review",
+      "lifecycleNodeReviewHint": "Compare & prove",
       "heroProofNoSubscription": "FREE · SELF-HOSTED",
       "heroProofLocalData": "Your data stays local",
       "ctaDashboard": "Open dashboard",
@@ -1605,7 +1643,7 @@
       "spotlight3Cta": "Open Integrations",
       "spotlight3CtaHref": "/pipeline",
       "spotlight3SecondaryCta": "Full setup guide",
-      "spotlight3SecondaryCtaHref": "https://github.com/codefrydev/WebsiteProfiling#google-search-console--analytics",
+      "spotlight3SecondaryCtaHref": "/docs/integrations/google",
       "spotlight4Eyebrow": "Content Studio",
       "spotlight4Title": "Write with live SEO scoring as you type",
       "spotlight4Description": "Draft and optimize content powered by Search Console data and on-page heuristics from your audit. The Guided Draft Wizard walks you through intent, outline, and tone.",
@@ -1744,111 +1782,431 @@
       "quickStartLocalSetup": "./local-run setup",
       "quickStartLocalRun": "./local-run",
       "quickStartDocsHint": "See CONTRIBUTING.md and docs/MCP.md in the repository for full setup and AI chat configuration.",
-      "googleSetupTitle": "Google Search Console & Analytics setup",
-      "googleSetupSubtitle": "Step-by-step guide to create a Google Cloud project, OAuth credentials, and connect GSC + GA4 to your properties.",
-      "googleSetupCta": "Open Integrations",
-      "googleSetupNote": "OAuth Client ID/Secret are stored once for the whole app. Each site property keeps its own Google sign-in and GSC/GA4 property IDs.",
-      "googleSetupSections": {
-        "prerequisites": {
-          "title": "Before you start",
-          "items": [
-            "A Google account with access to the site's Search Console property (Owner or Full user).",
-            "A GA4 property for the same site (Admin access to read Analytics data).",
-            "Verify the site in Search Console (domain or URL-prefix property) before connecting.",
-            "In Site Audit, set a Site URL under Run audit → Crawl so the property can be linked."
-          ]
-        },
-        "gcpProject": {
-          "title": "Create a Google Cloud project",
-          "items": [
-            "Go to Google Cloud Console and create a new project (or pick an existing one).",
-            "Note the project name — you will enable APIs and create credentials here.",
-            "Billing is not required for Search Console and Analytics Data API reads within normal quotas."
-          ],
-          "linkLabel": "Google Cloud Console",
-          "linkUrl": "https://console.cloud.google.com/"
-        },
-        "enableApis": {
-          "title": "Enable required APIs",
-          "items": [
-            "In APIs & Services → Library, enable Google Search Console API.",
-            "Enable Google Analytics Data API (for GA4 runReport).",
-            "Wait a minute after enabling before creating credentials or testing."
-          ],
-          "linkLabel": "Enable APIs",
-          "linkUrl": "https://console.cloud.google.com/apis/library"
-        },
-        "oauthConsent": {
-          "title": "Configure OAuth consent screen",
-          "items": [
-            "Open APIs & Services → OAuth consent screen.",
-            "Choose External (or Internal if using Google Workspace for your org only).",
-            "Add app name, support email, and developer contact.",
-            "Add scopes: .../auth/webmasters.readonly and .../auth/analytics.readonly.",
-            "Add your Google account as a test user while the app is in Testing mode."
-          ],
-          "linkLabel": "OAuth consent screen",
-          "linkUrl": "https://console.cloud.google.com/apis/credentials/consent"
-        },
-        "oauthClient": {
-          "title": "Create OAuth client (recommended)",
-          "items": [
-            "Go to APIs & Services → Credentials → Create credentials → OAuth client ID.",
-            "Application type: Web application.",
-            "Authorized redirect URI (local dev): http://localhost:3000/api/integrations/google/callback",
-            "For production, add the same path on your public origin (or set GOOGLE_REDIRECT_URI).",
-            "Copy the Client ID and Client Secret into Site Audit → Integrations → Connect tab → Save credentials.",
-            "Per site: pick the property, click Connect with Google, and sign in with an account that has GSC + GA4 access."
-          ],
-          "linkLabel": "Create credentials",
-          "linkUrl": "https://console.cloud.google.com/apis/credentials"
-        },
-        "serviceAccount": {
-          "title": "Alternative: service account (advanced)",
-          "items": [
-            "IAM & Admin → Service accounts → Create → Keys → Add key → JSON.",
-            "Grant the service account access: add its email as a user in Search Console (property settings) and GA4 (Property access management) with Viewer role.",
-            "Upload the JSON key via the credentials upload API or pipeline settings (service account replaces OAuth app credentials at the app level).",
-            "Service accounts cannot use the Connect with Google button — use this only if your workflow requires non-interactive access."
-          ],
-          "linkLabel": "Service accounts",
-          "linkUrl": "https://console.cloud.google.com/iam-admin/serviceaccounts"
-        },
-        "gscProperty": {
-          "title": "Search Console property",
-          "items": [
-            "In Google Search Console, confirm the property URL matches how you crawl (e.g. https://www.example.com/ or sc-domain:example.com).",
-            "After OAuth connect, open Integrations → Properties & sync → Load properties and select the GSC site.",
-            "If the site is missing, the signed-in user may lack access or the property is not verified."
-          ],
-          "linkLabel": "Search Console",
-          "linkUrl": "https://search.google.com/search-console"
-        },
-        "ga4Property": {
-          "title": "Google Analytics 4 property",
-          "items": [
-            "In GA4 Admin → Property settings, copy the numeric Property ID (e.g. 123456789).",
-            "Do not use the G-XXXXXXXX Measurement ID — Site Audit needs the numeric property ID.",
-            "In Integrations → Properties & sync, select the GA4 property or paste the numeric ID, then Save properties.",
-            "Use Test connection, then Fetch data now to pull queries and traffic into reports."
-          ],
-          "linkLabel": "GA4 Admin",
-          "linkUrl": "https://analytics.google.com/"
-        },
-        "inApp": {
-          "title": "Connect inside Site Audit",
-          "items": [
-            "Open a report and click the gear icon (Integrations), or go to Run audit → Search Console & Analytics tab.",
-            "Connect tab: save Client ID + Secret, then Connect with Google for the selected site.",
-            "Properties & sync tab: choose GSC site, GA4 property ID, and date range; save and fetch.",
-            "Imports tab: optionally upload GSC Links CSV exports for backlink samples."
-          ]
-        }
-      },
       "footerOpenApp": "Dashboard",
       "footerRunAudit": "Run audit",
       "footerChat": "AI chat"
     },
+    "docs": {
+      "integrations": {
+        "google": {
+          "cardTitle": "Google Search Console & Analytics",
+          "cardDescription": "OAuth setup for GSC queries, GA4 traffic, and keyword enrichment.",
+          "title": "Google Search Console & Analytics setup",
+          "subtitle": "Step-by-step guide to create a Google Cloud project, OAuth credentials, and connect GSC + GA4 to your properties.",
+          "note": "OAuth Client ID/Secret are stored once for the whole app. Each site property keeps its own Google sign-in and GSC/GA4 property IDs.",
+          "doneWhen": "Search Performance and Analytics views show real clicks, impressions, and sessions after you fetch data in Integrations.",
+          "sections": {
+            "prerequisites": {
+              "title": "Before you start",
+              "items": [
+                "A Google account with access to the site's Search Console property (Owner or Full user).",
+                "A GA4 property for the same site (Admin access to read Analytics data).",
+                "Verify the site in Search Console (domain or URL-prefix property) before connecting.",
+                "In Site Audit, set a Site URL under Run audit → Crawl so the property can be linked."
+              ]
+            },
+            "gcpProject": {
+              "title": "Create a Google Cloud project",
+              "items": [
+                "Go to Google Cloud Console and create a new project (or pick an existing one).",
+                "Note the project name — you will enable APIs and create credentials here.",
+                "Billing is not required for Search Console and Analytics Data API reads within normal quotas."
+              ],
+              "linkLabel": "Google Cloud Console",
+              "linkUrl": "https://console.cloud.google.com/"
+            },
+            "enableApis": {
+              "title": "Enable required APIs",
+              "items": [
+                "In APIs & Services → Library, enable Google Search Console API.",
+                "Enable Google Analytics Data API (for GA4 runReport).",
+                "Wait a minute after enabling before creating credentials or testing."
+              ],
+              "linkLabel": "Enable APIs",
+              "linkUrl": "https://console.cloud.google.com/apis/library"
+            },
+            "oauthConsent": {
+              "title": "Configure OAuth consent screen",
+              "items": [
+                "Open APIs & Services → OAuth consent screen.",
+                "Choose External (or Internal if using Google Workspace for your org only).",
+                "Add app name, support email, and developer contact.",
+                "Add scopes: .../auth/webmasters.readonly and .../auth/analytics.readonly.",
+                "Add your Google account as a test user while the app is in Testing mode."
+              ],
+              "linkLabel": "OAuth consent screen",
+              "linkUrl": "https://console.cloud.google.com/apis/credentials/consent"
+            },
+            "oauthClient": {
+              "title": "Create OAuth client (recommended)",
+              "items": [
+                "Go to APIs & Services → Credentials → Create credentials → OAuth client ID.",
+                "Application type: Web application.",
+                "Authorized redirect URI (local dev): http://localhost:3000/api/integrations/google/callback",
+                "For production, add the same path on your public origin (or set GOOGLE_REDIRECT_URI).",
+                "Copy the Client ID and Client Secret into Site Audit → Integrations → Connect tab → Save credentials.",
+                "Per site: pick the property, click Connect with Google, and sign in with an account that has GSC + GA4 access."
+              ],
+              "linkLabel": "Create credentials",
+              "linkUrl": "https://console.cloud.google.com/apis/credentials"
+            },
+            "serviceAccount": {
+              "title": "Alternative: service account (advanced)",
+              "items": [
+                "IAM & Admin → Service accounts → Create → Keys → Add key → JSON.",
+                "Grant the service account access: add its email as a user in Search Console (property settings) and GA4 (Property access management) with Viewer role.",
+                "Upload the JSON key via the credentials upload API or pipeline settings (service account replaces OAuth app credentials at the app level).",
+                "Service accounts cannot use the Connect with Google button — use this only if your workflow requires non-interactive access."
+              ],
+              "linkLabel": "Service accounts",
+              "linkUrl": "https://console.cloud.google.com/iam-admin/serviceaccounts"
+            },
+            "gscProperty": {
+              "title": "Search Console property",
+              "items": [
+                "In Google Search Console, confirm the property URL matches how you crawl (e.g. https://www.example.com/ or sc-domain:example.com).",
+                "After OAuth connect, open Integrations → Properties & sync → Load properties and select the GSC site.",
+                "If the site is missing, the signed-in user may lack access or the property is not verified."
+              ],
+              "linkLabel": "Search Console",
+              "linkUrl": "https://search.google.com/search-console"
+            },
+            "ga4Property": {
+              "title": "Google Analytics 4 property",
+              "items": [
+                "In GA4 Admin → Property settings, copy the numeric Property ID (e.g. 123456789).",
+                "Do not use the G-XXXXXXXX Measurement ID — Site Audit needs the numeric property ID.",
+                "In Integrations → Properties & sync, select the GA4 property or paste the numeric ID, then Save properties.",
+                "Use Test connection, then Fetch data now to pull queries and traffic into reports."
+              ],
+              "linkLabel": "GA4 Admin",
+              "linkUrl": "https://analytics.google.com/"
+            },
+            "inApp": {
+              "title": "Connect inside Site Audit",
+              "items": [
+                "Open a report and click the gear icon (Integrations), or go to Run audit → Search Console & Analytics tab.",
+                "Connect tab: save Client ID + Secret, then Connect with Google for the selected site.",
+                "Properties & sync tab: choose GSC site, GA4 property ID, and date range; save and fetch.",
+                "Imports tab: optionally upload GSC Links CSV exports for backlink samples."
+              ]
+            }
+          }
+        },
+        "bing": {
+          "cardTitle": "Bing Webmaster Tools",
+          "cardDescription": "API key for inbound link counts and Bing summary sync.",
+          "title": "Bing Webmaster Tools setup",
+          "subtitle": "Get a Bing Webmaster API key and pull inbound link summaries into your audit.",
+          "note": "Bing data supplements Google — it does not replace Search Console or a full backlink index.",
+          "doneWhen": "Integrations → Imports shows a successful Bing sync, or Backlinks includes Bing inbound link counts.",
+          "primaryCta": { "label": "Open Secrets", "href": "/secrets" },
+          "secondaryCta": { "label": "Open Integrations", "href": "/pipeline?integrations=open" },
+          "sections": {
+            "prerequisites": {
+              "title": "Before you start",
+              "items": [
+                "A Bing Webmaster Tools account with the site verified.",
+                "The site URL in Site Audit should match the verified property in Bing.",
+                "Bing provides link counts via API — not a full Ahrefs-style index."
+              ]
+            },
+            "getApiKey": {
+              "title": "Get your API key",
+              "items": [
+                "Sign in to Bing Webmaster Tools with the account that owns the site.",
+                "Open Settings → API access (or Developer / API section in your account).",
+                "Generate or copy your Webmaster API key.",
+                "Keep the key private — it grants read access to your verified sites."
+              ],
+              "linkLabel": "Bing Webmaster Tools",
+              "linkUrl": "https://www.bing.com/webmasters/"
+            },
+            "verifySite": {
+              "title": "Verify the site in Bing",
+              "items": [
+                "Add and verify your domain or URL-prefix property in Bing Webmaster Tools.",
+                "Use the same canonical URL scheme you crawl (www vs non-www, https).",
+                "Wait until verification shows as complete before syncing."
+              ]
+            },
+            "saveInApp": {
+              "title": "Save the key in Site Audit",
+              "items": [
+                "Open Secrets → Third-party APIs.",
+                "Paste the key into Bing Webmaster API key and click Save secrets.",
+                "Set the Site URL under Run audit → Crawl for the property you want to sync."
+              ]
+            },
+            "syncData": {
+              "title": "Sync Bing data",
+              "items": [
+                "Open Run audit → Search Console & Analytics → Integrations tab → Imports.",
+                "Click Sync Bing summary to fetch GetLinkCounts for the active site.",
+                "Re-run a full audit with Bing enabled, or sync again after major link changes."
+              ]
+            }
+          }
+        },
+        "ai": {
+          "cardTitle": "AI providers (Chat & Content)",
+          "cardDescription": "Cloud API keys or local Ollama for AI Chat, action plans, and Content Studio.",
+          "title": "AI providers setup",
+          "subtitle": "Enable AI Chat, fix suggestions, and content scoring with cloud keys or Ollama.",
+          "note": "Keys are stored in PostgreSQL on the Secrets page. Only the provider you select in Run audit is used per run.",
+          "doneWhen": "AI Chat responds with real tool results, and Content Studio shows live SEO scoring when a provider is enabled.",
+          "primaryCta": { "label": "Open Secrets", "href": "/secrets" },
+          "secondaryCta": { "label": "AI settings in Run audit", "href": "/pipeline?group=content-ai" },
+          "sections": {
+            "prerequisites": {
+              "title": "Before you start",
+              "items": [
+                "Decide: cloud provider (OpenAI, Anthropic, etc.) or local Ollama.",
+                "Cloud keys need outbound internet from your Site Audit server.",
+                "Ollama needs the daemon running on the same machine or a reachable URL."
+              ]
+            },
+            "cloudProviders": {
+              "title": "Cloud API keys",
+              "items": [
+                "Create an API key from your provider's dashboard (OpenAI, Anthropic, Google Gemini, etc.).",
+                "Open Secrets → AI providers and paste the key for each provider you may use.",
+                "In Run audit → Content & AI, set Enable AI insights and pick the active provider and model.",
+                "Save audit settings before running chat or content features."
+              ]
+            },
+            "ollamaLocal": {
+              "title": "Local Ollama (optional)",
+              "items": [
+                "Install Ollama on the host running Site Audit (or point OLLAMA_HOST to a remote daemon).",
+                "Pull a model: ollama pull llama3.2 (or your preferred model).",
+                "In Run audit → Content & AI, choose Ollama as provider and select a model from the live catalog.",
+                "Cloud models through Ollama require signing in to ollama.com in the Ollama app."
+              ],
+              "linkLabel": "Ollama downloads",
+              "linkUrl": "https://ollama.com/download"
+            },
+            "enableInApp": {
+              "title": "Enable AI in Run audit",
+              "items": [
+                "Open Run audit → Content & AI tab.",
+                "Turn on Enable AI insights and pick provider + model.",
+                "Optional: enable Link Explorer page coach, fix suggestions, and content wizard features.",
+                "Run a crawl/audit so chat tools have data to query."
+              ]
+            },
+            "chatAndFeatures": {
+              "title": "Use AI features",
+              "items": [
+                "AI Chat (/chat): ask questions; the assistant calls real audit tools.",
+                "Issues / Security: generate fix prompts or in-app action plans.",
+                "Content Studio (/write): draft with live SEO scoring from your crawl and GSC data.",
+                "Remote agents: connect via MCP (see MCP setup guide) for IDE workflows."
+              ]
+            }
+          }
+        },
+        "mcp": {
+          "cardTitle": "MCP (Cursor & Claude)",
+          "cardDescription": "Expose audit tools to IDE agents via Model Context Protocol.",
+          "title": "MCP remote & local setup",
+          "subtitle": "Connect Cursor, Claude Desktop, or other MCP clients to your audit data.",
+          "note": "MCP is read-only. Use a bearer token and host allowlist when exposing HTTP beyond localhost.",
+          "doneWhen": "Your MCP client lists Site Audit tools and returns real crawl/GSC data for prompts.",
+          "primaryCta": { "label": "Open MCP settings", "href": "/mcp" },
+          "secondaryCta": { "label": "Full MCP reference (GitHub)", "href": "https://github.com/codefrydev/WebsiteProfiling/blob/master/docs/MCP.md" },
+          "sections": {
+            "prerequisites": {
+              "title": "Before you start",
+              "items": [
+                "PostgreSQL running with at least one crawled property.",
+                "Python environment from ./local-run setup (for local stdio MCP).",
+                "For remote HTTP: a public URL or VPN access to your Site Audit host."
+              ]
+            },
+            "localStdio": {
+              "title": "Local stdio (same machine)",
+              "items": [
+                "Set DATABASE_URL and PYTHONPATH=src in your MCP client config.",
+                "Command: python -m website_profiling.mcp",
+                "Set WP_MCP_DOMAIN to core (default), crawl, google, links, or full.",
+                "Set WP_PROPERTY_ID to the default property id for tools that omit property_id.",
+                "Copy the Local stdio snippet from MCP settings after saving a token (optional for localhost)."
+              ]
+            },
+            "remoteHttp": {
+              "title": "Remote Streamable HTTP",
+              "items": [
+                "On MCP settings: generate a bearer token and add allowed hostnames.",
+                "Set Public MCP base URL to your deployed origin (no trailing slash).",
+                "Start the MCP HTTP service on the server (see copy-paste commands on MCP settings).",
+                "In Cursor or Claude Desktop, use the Remote Streamable HTTP config with Authorization: Bearer …"
+              ]
+            },
+            "inAppSettings": {
+              "title": "Configure in Site Audit",
+              "items": [
+                "Open MCP settings (/mcp) from the app sidebar.",
+                "Generate token → add hostname from URL → pick tool bundle (WP_MCP_DOMAIN).",
+                "Save settings, then copy the client JSON into .cursor/mcp.json or Claude Desktop config.",
+                "See docs/MCP.md in the repo for domain bundles and the full 340-tool catalog."
+              ]
+            },
+            "examplePrompts": {
+              "title": "Try it",
+              "items": [
+                "What are my top critical issues for this property?",
+                "Show Search Console queries with the biggest CTR gap.",
+                "List URLs with 404 status and inlinks greater than 5.",
+                "Compare health score between the last two audit runs."
+              ]
+            }
+          }
+        },
+        "gsc-links": {
+          "cardTitle": "GSC Links CSV import",
+          "cardDescription": "Import Search Console Links exports for backlink samples — no OAuth required.",
+          "title": "Search Console Links import",
+          "subtitle": "Upload CSV exports from Google Search Console → Links for backlink insights.",
+          "note": "GSC Links is a sample from Google, not a complete backlink index. OAuth is optional for CSV import.",
+          "doneWhen": "Backlinks view shows referring domains and sample external links for the property.",
+          "primaryCta": { "label": "Open Integrations", "href": "/pipeline?integrations=open" },
+          "secondaryCta": { "label": "Open Backlinks report", "href": "/backlinks" },
+          "sections": {
+            "prerequisites": {
+              "title": "Before you start",
+              "items": [
+                "Access to the site's Search Console property (to export Links reports).",
+                "A property selected in Site Audit with a matching Site URL.",
+                "OAuth is not required — CSV import works without Connect with Google."
+              ]
+            },
+            "exportFromGsc": {
+              "title": "Export from Search Console",
+              "items": [
+                "Open Google Search Console → Links for your property.",
+                "Export CSV for: Top linking sites, Top linked pages, Top linking text, and/or Latest links.",
+                "Google provides a sample of links — not every backlink on the web.",
+                "Re-export periodically to refresh stale import data."
+              ],
+              "linkLabel": "GSC Links report help",
+              "linkUrl": "https://support.google.com/webmasters/answer/9049606"
+            },
+            "uploadInApp": {
+              "title": "Upload in Site Audit",
+              "items": [
+                "Open Run audit → Search Console & Analytics → Integrations → Imports tab.",
+                "Under Search Console Links (backlinks), upload each CSV file.",
+                "Imports are scoped to the selected property — switch site if needed.",
+                "Wait for the success toast before checking Backlinks."
+              ]
+            },
+            "viewInReports": {
+              "title": "Review in reports",
+              "items": [
+                "Open Backlinks from the report sidebar.",
+                "See referring domains, anchor text samples, and linked pages from your import.",
+                "Combine with crawl inlink data in Links for internal link analysis.",
+                "Optional: upload third-party CSV overlays from the Backlinks view."
+              ]
+            }
+          }
+        },
+        "serp": {
+          "cardTitle": "SerpAPI (keyword enrichment)",
+          "cardDescription": "Optional SERP competition signals for top keywords during enrichment.",
+          "title": "SerpAPI setup",
+          "subtitle": "Add estimated SERP competition data to keyword enrichment during audits.",
+          "note": "SerpAPI is optional. Keyword explorer and GSC data work without it.",
+          "doneWhen": "Top keywords in enrichment runs include SerpAPI competition signals (when enrichment is enabled).",
+          "primaryCta": { "label": "Open Secrets", "href": "/secrets" },
+          "secondaryCta": { "label": "Run audit settings", "href": "/pipeline" },
+          "sections": {
+            "prerequisites": {
+              "title": "Before you start",
+              "items": [
+                "A SerpAPI account with available search credits.",
+                "Keyword enrichment enabled in your audit preset (uses API quota per run).",
+                "Not required for basic GSC query data or on-site keyword frequency."
+              ]
+            },
+            "getApiKey": {
+              "title": "Get your API key",
+              "items": [
+                "Sign up at serpapi.com and open the API key section of your dashboard.",
+                "Copy the private API key — treat it like a password.",
+                "Monitor usage — enrichment calls SerpAPI for top keywords only."
+              ],
+              "linkLabel": "SerpAPI dashboard",
+              "linkUrl": "https://serpapi.com/manage-api-key"
+            },
+            "saveInApp": {
+              "title": "Save in Site Audit",
+              "items": [
+                "Open Secrets → Third-party APIs.",
+                "Paste the key into SerpAPI key and Save secrets.",
+                "The key is used automatically when keyword enrichment runs during audit build."
+              ]
+            },
+            "whatItDoes": {
+              "title": "What you get",
+              "items": [
+                "Estimated SERP competition signals on enriched top keywords.",
+                "Complements Search Console clicks/impressions — does not replace rank tracking.",
+                "Leave blank if you do not need third-party SERP estimates."
+              ]
+            }
+          }
+        },
+        "crawl-auth": {
+          "cardTitle": "Crawl authentication (staging)",
+          "cardDescription": "HTTP Basic auth or cookies for password-protected staging sites.",
+          "title": "Staging site crawl authentication",
+          "subtitle": "Crawl sites behind login walls using Basic auth or a Cookie header.",
+          "note": "Credentials are stored in Secrets and sent on every crawl request — use only on sites you are authorized to test.",
+          "doneWhen": "A staging crawl returns 200 responses and full page content instead of 401/403 login pages.",
+          "primaryCta": { "label": "Open Secrets", "href": "/secrets" },
+          "secondaryCta": { "label": "Crawl settings", "href": "/pipeline?group=crawl" },
+          "sections": {
+            "prerequisites": {
+              "title": "Before you start",
+              "items": [
+                "Written authorization to crawl the staging or pre-production site.",
+                "Know whether the site uses HTTP Basic auth, session cookies, or both.",
+                "Use a dedicated staging credential — not production admin passwords in shared logs."
+              ]
+            },
+            "basicAuth": {
+              "title": "HTTP Basic authentication",
+              "items": [
+                "In Run audit → Crawl, set the HTTP Basic auth username field.",
+                "Open Secrets → Crawl authentication and save the password.",
+                "Site Audit sends Authorization: Basic … on each crawl request.",
+                "Test with a small max-pages crawl before a full audit."
+              ]
+            },
+            "cookies": {
+              "title": "Session cookies (optional)",
+              "items": [
+                "Log in to staging in your browser and copy the Cookie header value from dev tools.",
+                "Paste into Secrets → Crawl authentication → Cookie header value.",
+                "Cookies expire — refresh the value when crawls start returning login pages again.",
+                "Do not commit cookie values to git or share them in tickets."
+              ]
+            },
+            "runCrawl": {
+              "title": "Run the crawl",
+              "items": [
+                "Set Site URL to the staging origin (https://staging.example.com).",
+                "Save audit settings, then run a crawl or full site audit.",
+                "Check Links and Issues for 401/403 rates — should drop once auth works.",
+                "Remove or rotate credentials when staging access is no longer needed."
+              ]
+            }
+          }
+        }
+      }
+    },
     "home": {
       "title": "Properties",
       "subtitle": "Client sites from crawls and audit runs. Search by domain or start URL.",
diff --git a/web/src/views/DocsHome.tsx b/web/src/views/DocsHome.tsx
new file mode 100644
index 00000000..8f44d8a1
--- /dev/null
+++ b/web/src/views/DocsHome.tsx
@@ -0,0 +1,46 @@
+'use client';
+
+import Link from 'next/link';
+import { ChevronRight } from 'lucide-react';
+import DocsShell from '@/components/docs/DocsShell';
+import { INTEGRATION_GUIDES } from '@/lib/docs/integrationGuides';
+import { strings } from '@/lib/strings';
+
+export default function DocsHome() {
+  const d = strings.docs;
+  const guideCards = strings.views.docs.integrations as Record<
+    string,
+    { cardTitle: string; cardDescription: string }
+  >;
+
+  return (
+    <DocsShell headerTitle={d.indexTitle} headerSubtitle={d.indexSubtitle}>
+      <div className="h-full min-h-0 overflow-y-auto p-4 sm:p-6">
+        <div className="grid gap-3 sm:grid-cols-2 xl:grid-cols-3">
+          {INTEGRATION_GUIDES.map(({ slug }) => {
+            const card = guideCards[slug];
+            if (!card) return null;
+            return (
+              <Link
+                key={slug}
+                href={`/docs/integrations/${slug}`}
+                className="group flex items-start justify-between gap-3 rounded-2xl border border-muted/30 bg-[var(--chat-surface)] p-4 transition-colors hover:border-blue-500/30 hover:bg-[var(--chat-surface-hover)]"
+              >
+                <div className="min-w-0">
+                  <p className="font-semibold text-bright group-hover:text-link">
+                    {card.cardTitle}
+                  </p>
+                  <p className="mt-1 text-sm text-muted-foreground">{card.cardDescription}</p>
+                </div>
+                <ChevronRight
+                  className="mt-0.5 h-5 w-5 shrink-0 text-muted-foreground/50 transition-transform group-hover:translate-x-0.5 group-hover:text-link"
+                  aria-hidden
+                />
+              </Link>
+            );
+          })}
+        </div>
+      </div>
+    </DocsShell>
+  );
+}
diff --git a/web/src/views/DocsIntegrationGuide.tsx b/web/src/views/DocsIntegrationGuide.tsx
new file mode 100644
index 00000000..cb717380
--- /dev/null
+++ b/web/src/views/DocsIntegrationGuide.tsx
@@ -0,0 +1,50 @@
+'use client';
+
+import { useEffect, useState } from 'react';
+import IntegrationGuidePanel from '@/components/docs/IntegrationGuidePanel';
+import DocsShell from '@/components/docs/DocsShell';
+import {
+  anchorToSectionId,
+  getGuideBySlug,
+  type IntegrationGuideSlug,
+} from '@/lib/docs/integrationGuides';
+import { strings } from '@/lib/strings';
+
+export interface DocsIntegrationGuideProps {
+  slug: IntegrationGuideSlug;
+}
+
+function getGuideHeader(slug: IntegrationGuideSlug) {
+  const integrations = strings.views.docs.integrations as Record<
+    string,
+    { title: string; subtitle: string }
+  >;
+  return integrations[slug];
+}
+
+export default function DocsIntegrationGuide({ slug }: DocsIntegrationGuideProps) {
+  const guide = getGuideBySlug(slug);
+  const header = getGuideHeader(slug);
+  const [initialSectionId, setInitialSectionId] = useState<string | undefined>();
+
+  useEffect(() => {
+    const anchor = window.location.hash.replace(/^#/, '');
+    if (!anchor || !guide) return;
+    const id = anchorToSectionId(anchor, guide.sectionOrder);
+    if (id) setInitialSectionId(id);
+  }, [guide]);
+
+  if (!guide || !header) {
+    return null;
+  }
+
+  return (
+    <DocsShell
+      activeGuideSlug={slug}
+      headerTitle={header.title}
+      headerSubtitle={header.subtitle}
+    >
+      <IntegrationGuidePanel slug={slug} initialSectionId={initialSectionId} />
+    </DocsShell>
+  );
+}
diff --git a/web/src/views/SearchPerformance.tsx b/web/src/views/SearchPerformance.tsx
index 329bb037..726f8371 100644
--- a/web/src/views/SearchPerformance.tsx
+++ b/web/src/views/SearchPerformance.tsx
@@ -2,6 +2,7 @@
 
 import type { ReactNode } from 'react';
 import { useState, useMemo, useEffect } from 'react';
+import Link from 'next/link';
 import type { GscPageRow, UrlJoinData } from '@/types';
 import type { TableColumn } from '@/types/components';
 import { TrendingUp, Search, AlertCircle, Settings2, Download, Loader2 } from 'lucide-react';
@@ -13,6 +14,7 @@ import { ViewSectionLoading } from '@/components/ViewSectionLoading';
 import { SEARCH_PERFORMANCE_TAB_SECTIONS } from '@/lib/reportViewSections';
 import { strings, format } from '../lib/strings';
 import { metricHelpHint } from '@/lib/metricHelp';
+import { integrationGuideHref } from '@/lib/docs/integrationGuides';
 import { PageLayout, PageHeader, Card, AlertBanner, StatCard, ViewTabs } from '../components';
 import SortablePaginatedTable from '../components/google/SortablePaginatedTable';
 import GoogleTableToolbar from '../components/google/GoogleTableToolbar';
@@ -237,9 +239,15 @@ export default function SearchPerformance() {
           <Search className="h-12 w-12 text-muted-foreground mx-auto mb-4" />
           <h2 className="text-xl font-bold text-bright mb-2">{sp.emptyTitle}</h2>
           <p className="text-muted-foreground text-sm mb-6">{sp.emptyBody}</p>
-          <p className="text-xs text-muted-foreground flex items-center justify-center gap-1">
+          <p className="text-xs text-muted-foreground flex items-center justify-center gap-1 flex-wrap">
             <Settings2 className="h-3.5 w-3.5 shrink-0" />
-            {sp.emptyIntegrationsHint}
+            {sp.emptyIntegrationsHint}{' '}
+            <Link
+              href={integrationGuideHref('google', { from: 'integrations' })}
+              className="text-link hover:underline"
+            >
+              {strings.docs.setupGuideLink}
+            </Link>
           </p>
         </div>
       </PageLayout>
diff --git a/web/src/views/Traffic.tsx b/web/src/views/Traffic.tsx
index 9573d1bf..b91232f7 100644
--- a/web/src/views/Traffic.tsx
+++ b/web/src/views/Traffic.tsx
@@ -2,6 +2,7 @@
 
 import type { ReactNode } from 'react';
 import { useState, useMemo, useEffect } from 'react';
+import Link from 'next/link';
 import type { Ga4PageRow, UrlJoinData } from '@/types';
 import type { TableColumn } from '@/types/components';
 import { Users, AlertCircle, Settings2, Download, Loader2 } from 'lucide-react';
@@ -13,6 +14,7 @@ import { ViewSectionLoading } from '@/components/ViewSectionLoading';
 import { TRAFFIC_TAB_SECTIONS } from '@/lib/reportViewSections';
 import { strings, format } from '../lib/strings';
 import { metricHelpHint } from '@/lib/metricHelp';
+import { integrationGuideHref } from '@/lib/docs/integrationGuides';
 import { PageLayout, PageHeader, Card, AlertBanner, StatCard, ViewTabs, EmptyState } from '../components';
 import SortablePaginatedTable from '../components/google/SortablePaginatedTable';
 import GoogleTableToolbar from '../components/google/GoogleTableToolbar';
@@ -203,9 +205,15 @@ export default function Traffic() {
           description={
             <>
               {tf.emptyBody}
-              <span className="mt-3 flex items-center justify-center gap-1 text-xs">
+              <span className="mt-3 flex items-center justify-center gap-1 flex-wrap text-xs">
                 <Settings2 className="h-3.5 w-3.5 shrink-0" />
-                {tf.emptyIntegrationsHint}
+                {tf.emptyIntegrationsHint}{' '}
+                <Link
+                  href={integrationGuideHref('google', { from: 'integrations' })}
+                  className="text-link hover:underline"
+                >
+                  {strings.docs.setupGuideLink}
+                </Link>
               </span>
             </>
           }

From fb74175c585738b8e752c47bf8d1ccbdebfa2cf6 Mon Sep 17 00:00:00 2001
From: PrashantUnity <priyadarshisadiku@gmail.com>
Date: Sat, 20 Jun 2026 14:49:18 +0530
Subject: [PATCH 2/7] okay

---
 src/website_profiling/llm/audit_summary.py    |  7 +++-
 src/website_profiling/llm/chat_narrative.py   |  5 ++-
 .../reporting/builder_sections/links.py       |  7 +++-
 .../reporting/issue_impact.py                 |  7 +++-
 .../tools/audit_tools/geo_list_tools.py       |  4 +-
 .../tools/audit_tools/llm_tools.py            |  2 +-
 src/website_profiling/tools/keywords.py       |  4 +-
 tests/test_chat_narrative.py                  |  3 +-
 web/src/server/auth.ts                        |  6 ++-
 web/src/server/pageGoogleData.ts              | 17 +++++++-
 web/src/server/pipelineJobsDb.ts              | 41 ++++++++++++-------
 web/src/utils/linkExport.ts                   |  2 +-
 12 files changed, 76 insertions(+), 29 deletions(-)

diff --git a/src/website_profiling/llm/audit_summary.py b/src/website_profiling/llm/audit_summary.py
index 39157896..551582df 100644
--- a/src/website_profiling/llm/audit_summary.py
+++ b/src/website_profiling/llm/audit_summary.py
@@ -5,6 +5,8 @@
 
 from ..scoring import round_half_up
 
+_PRIORITY_RANK = {"Critical": 0, "High": 1, "Medium": 2, "Low": 3}
+
 
 def rank_issues_by_traffic(
     categories: list[dict[str, Any]],
@@ -37,7 +39,10 @@ def rank_issues_by_traffic(
                 "gsc_clicks": clicks,
                 "traffic_weight": clicks,
             })
-    ranked.sort(key=lambda x: (-x.get("traffic_weight", 0), x.get("priority", "Medium")))
+    # Tiebreak by severity rank (not the raw string, which sorts Low before Medium alphabetically).
+    ranked.sort(
+        key=lambda x: (-x.get("traffic_weight", 0), _PRIORITY_RANK.get(x.get("priority", "Medium"), 99))
+    )
     return ranked
 
 
diff --git a/src/website_profiling/llm/chat_narrative.py b/src/website_profiling/llm/chat_narrative.py
index f813fa56..54364920 100644
--- a/src/website_profiling/llm/chat_narrative.py
+++ b/src/website_profiling/llm/chat_narrative.py
@@ -53,8 +53,9 @@ def _normalize_string_list(value: Any, field: str, errors: list[str]) -> list[st
     if not isinstance(value, list):
         errors.append(f"{field} must be an array")
         return []
-    if len(value) > MAX_ITEMS:
-        errors.append(f"{field} has more than {MAX_ITEMS} items")
+    # Over-length lists are silently capped to MAX_ITEMS below (the `break`), not flagged
+    # as a validation error — doing so would discard an otherwise-valid response and force
+    # a wasteful repair pass (or an outright failure) on common >5-item LLM output.
     out: list[str] = []
     for i, item in enumerate(value):
         if not isinstance(item, str):
diff --git a/src/website_profiling/reporting/builder_sections/links.py b/src/website_profiling/reporting/builder_sections/links.py
index ec59587e..86e9ce81 100644
--- a/src/website_profiling/reporting/builder_sections/links.py
+++ b/src/website_profiling/reporting/builder_sections/links.py
@@ -135,8 +135,11 @@ def _bool_col(col):
         rec["content_security_policy"] = _str_col("content_security_policy")
 
         # Content analysis
-        rec["reading_level"] = round(float(pd.to_numeric(row.get("reading_level") if "reading_level" in df.columns else None, errors="coerce") or 0.0), 1)
-        rec["content_html_ratio"] = round(float(pd.to_numeric(row.get("content_html_ratio") if "content_html_ratio" in df.columns else None, errors="coerce") or 0.0), 2)
+        # NaN is truthy, so `pd.to_numeric(...) or 0.0` does NOT fall back; guard with pd.isna.
+        _rl_num = pd.to_numeric(row.get("reading_level") if "reading_level" in df.columns else None, errors="coerce")
+        rec["reading_level"] = round(float(0.0 if pd.isna(_rl_num) else _rl_num), 1)
+        _chr_num = pd.to_numeric(row.get("content_html_ratio") if "content_html_ratio" in df.columns else None, errors="coerce")
+        rec["content_html_ratio"] = round(float(0.0 if pd.isna(_chr_num) else _chr_num), 2)
         rec["top_keywords"] = _str_col("top_keywords")
         rec["content_excerpt"] = _str_col("content_excerpt") if "content_excerpt" in df.columns else ""
 
diff --git a/src/website_profiling/reporting/issue_impact.py b/src/website_profiling/reporting/issue_impact.py
index 70ee30a2..fd14f1de 100644
--- a/src/website_profiling/reporting/issue_impact.py
+++ b/src/website_profiling/reporting/issue_impact.py
@@ -62,7 +62,12 @@ def enrich_categories_with_traffic_impact(
             ga4_sess = 0.0
             if url:
                 for path_key, ga in sessions_by_path.items():
-                    if url.endswith(path_key.rstrip("/")) or path_key in url:
+                    key = path_key.rstrip("/")
+                    # Skip the homepage "/" key (rstrip -> ""), which would make
+                    # url.endswith("") match every issue. Match GA4 paths as URL suffixes.
+                    if not key:
+                        continue
+                    if url.endswith(key):
                         ga4_sess = max(ga4_sess, float(ga.get("ga4_sessions") or 0))
             issue["gsc_clicks"] = gsc.get("gsc_clicks", 0)
             issue["gsc_impressions"] = gsc.get("gsc_impressions", 0)
diff --git a/src/website_profiling/tools/audit_tools/geo_list_tools.py b/src/website_profiling/tools/audit_tools/geo_list_tools.py
index 199f2b49..d1b8a47c 100644
--- a/src/website_profiling/tools/audit_tools/geo_list_tools.py
+++ b/src/website_profiling/tools/audit_tools/geo_list_tools.py
@@ -120,7 +120,9 @@ def _agent_access(agent: str) -> str:
         if not applicable:
             return "default"
         for allows, disallows in applicable:
-            root_blocked = "/" in disallows or "" in disallows
+            # A bare `Disallow:` (empty value) is the canonical allow-all directive,
+            # not a block; only `Disallow: /` blocks the whole site.
+            root_blocked = "/" in disallows
             root_allowed = "/" in allows
             if root_blocked and not root_allowed:
                 return "blocked"
diff --git a/src/website_profiling/tools/audit_tools/llm_tools.py b/src/website_profiling/tools/audit_tools/llm_tools.py
index d69f97da..09e62596 100644
--- a/src/website_profiling/tools/audit_tools/llm_tools.py
+++ b/src/website_profiling/tools/audit_tools/llm_tools.py
@@ -342,7 +342,7 @@ def generate_schema(conn: Connection, ctx: AuditToolContext, args: dict[str, Any
     url = str(args.get("url") or "").strip()
     payload = scoped.load_payload(conn)
     domain = str(scoped.resolve_property_domain(conn) or "")
-    site_name = str(payload.get("site_name") if payload else None or domain or "Site")
+    site_name = str(payload.get("site_name") or domain or "Site")
     from .geo_tools import _base_url as _mk_base
     base_url = _mk_base(domain) if domain else url
 
diff --git a/src/website_profiling/tools/keywords.py b/src/website_profiling/tools/keywords.py
index 00095b0e..9a5288b2 100644
--- a/src/website_profiling/tools/keywords.py
+++ b/src/website_profiling/tools/keywords.py
@@ -322,8 +322,8 @@ def run_keyword_pipeline(
     if not high_value:
         high_value = scored[:10]
     summary_lines = [
-        "Quick-wins (high score, lower difficulty): " + ", ".join([x["keyword"] for x in quick_wins[:5]]) or "none",
-        "High-value targets (volume): " + ", ".join([x["keyword"] for x in high_value[:5]]) or "none",
+        "Quick-wins (high score, lower difficulty): " + (", ".join([x["keyword"] for x in quick_wins[:5]]) or "none"),
+        "High-value targets (volume): " + (", ".join([x["keyword"] for x in high_value[:5]]) or "none"),
     ]
     human_summary = " ".join(summary_lines)
 
diff --git a/tests/test_chat_narrative.py b/tests/test_chat_narrative.py
index 5b764146..ba0a8485 100644
--- a/tests/test_chat_narrative.py
+++ b/tests/test_chat_narrative.py
@@ -37,7 +37,8 @@ def test_validate_chat_narrative_caps_items() -> None:
         "power_insights": items,
         "recommended_actions": ["one"],
     })
-    assert any("more than" in e for e in errors)
+    # Over-length is silently capped, not treated as a validation error.
+    assert not errors
     assert len(narrative["power_insights"]) == 5
 
 
diff --git a/web/src/server/auth.ts b/web/src/server/auth.ts
index bc2bfb19..4a5b5a21 100644
--- a/web/src/server/auth.ts
+++ b/web/src/server/auth.ts
@@ -113,7 +113,11 @@ export function parseBasicAuth(request: NextRequest): boolean {
   if (!header.startsWith('Basic ')) return false;
   try {
     const decoded = Buffer.from(header.slice(6), 'base64').toString('utf8');
-    const [u, p] = decoded.split(':');
+    // Split on the first colon only: per RFC 7617 the password may contain colons.
+    const idx = decoded.indexOf(':');
+    if (idx === -1) return false;
+    const u = decoded.slice(0, idx);
+    const p = decoded.slice(idx + 1);
     return u === user && p === pass;
   } catch {
     return false;
diff --git a/web/src/server/pageGoogleData.ts b/web/src/server/pageGoogleData.ts
index 6711b9d3..18f3e555 100644
--- a/web/src/server/pageGoogleData.ts
+++ b/web/src/server/pageGoogleData.ts
@@ -175,6 +175,8 @@ export function sliceFromGoogleRow(
   let inGsc = gscPage != null;
   let inGa4 = ga4Page != null;
   let inCrawl = false;
+  let inGscOnly = false;
+  let inGa4Only = false;
   for (const cat of ['crawl_only', 'gsc_only', 'ga4_only'] as const) {
     const arr = lists[cat];
     if (!Array.isArray(arr)) continue;
@@ -182,12 +184,23 @@ export function sliceFromGoogleRow(
       const u =
         item && typeof item === 'object' ? String((item as Record<string, unknown>).url || '') : String(item);
       if (u && normalizeUrl(u) === norm) {
-        if (cat === 'gsc_only') inGsc = true;
-        if (cat === 'ga4_only') inGa4 = true;
+        if (cat === 'crawl_only') inCrawl = true;
+        if (cat === 'gsc_only') {
+          inGsc = true;
+          inGscOnly = true;
+        }
+        if (cat === 'ga4_only') {
+          inGa4 = true;
+          inGa4Only = true;
+        }
         break;
       }
     }
   }
+  // A page present in GSC/GA4 but NOT flagged as a Google-only gap is a crawl∩Google
+  // match, so it was crawled. Without this, "both" pages report inCrawl=false and
+  // wrongly trigger the "in Search Console but not crawled" hint.
+  if ((inGsc && !inGscOnly) || (inGa4 && !inGa4Only)) inCrawl = true;
 
   const dateRangeRaw = raw.date_range;
   let dateRange: { start?: string; end?: string } =
diff --git a/web/src/server/pipelineJobsDb.ts b/web/src/server/pipelineJobsDb.ts
index 0d7f5645..f85e102b 100644
--- a/web/src/server/pipelineJobsDb.ts
+++ b/web/src/server/pipelineJobsDb.ts
@@ -90,20 +90,33 @@ export async function markRunningJobOrphaned(
 
 export async function appendPipelineJobLog(id: string, chunk: string): Promise<boolean> {
   return withDb(async (client) => {
-    const cur = await client.query<{ log_text: string; log_truncated: boolean }>(
-      `SELECT log_text, log_truncated FROM pipeline_jobs WHERE id = $1::uuid FOR UPDATE`,
-      [id],
-    );
-    const row = cur.rows[0];
-    if (!row) return false;
-    const combined = (row.log_text || '') + chunk;
-    const { log, truncated } = trimPipelineLog(combined);
-    const logTruncated = row.log_truncated || truncated;
-    await client.query(
-      `UPDATE pipeline_jobs SET log_text = $2, log_truncated = $3 WHERE id = $1::uuid`,
-      [id, log, logTruncated],
-    );
-    return logTruncated;
+    // Wrap the read-modify-write in a transaction so SELECT ... FOR UPDATE actually
+    // holds the row lock; concurrent stdout/stderr appenders would otherwise race and
+    // drop log chunks (last write wins).
+    await client.query('BEGIN');
+    try {
+      const cur = await client.query<{ log_text: string; log_truncated: boolean }>(
+        `SELECT log_text, log_truncated FROM pipeline_jobs WHERE id = $1::uuid FOR UPDATE`,
+        [id],
+      );
+      const row = cur.rows[0];
+      if (!row) {
+        await client.query('ROLLBACK');
+        return false;
+      }
+      const combined = (row.log_text || '') + chunk;
+      const { log, truncated } = trimPipelineLog(combined);
+      const logTruncated = row.log_truncated || truncated;
+      await client.query(
+        `UPDATE pipeline_jobs SET log_text = $2, log_truncated = $3 WHERE id = $1::uuid`,
+        [id, log, logTruncated],
+      );
+      await client.query('COMMIT');
+      return logTruncated;
+    } catch (e) {
+      await client.query('ROLLBACK');
+      throw e;
+    }
   });
 }
 
diff --git a/web/src/utils/linkExport.ts b/web/src/utils/linkExport.ts
index bd34833d..dafa06d5 100644
--- a/web/src/utils/linkExport.ts
+++ b/web/src/utils/linkExport.ts
@@ -4,7 +4,7 @@ import { collectCustomFieldKeys, parseLinkCustomFields } from '@/lib/customField
 function escapeCsv(v: unknown): string {
   if (v == null) return '';
   const s = String(v);
-  return s.includes(',') || s.includes('"') || s.includes('\n') ? `"${s.replace(/"/g, '""')}"` : s;
+  return /[",\n\r]/.test(s) ? `"${s.replace(/"/g, '""')}"` : s;
 }
 
 export function exportLinksCsv(links: ReportLink[], filename = 'crawl_urls.csv'): void {

From 0fa62346f089f2889f660521c8a63d90b82a8ff2 Mon Sep 17 00:00:00 2001
From: PrashantUnity <priyadarshisadiku@gmail.com>
Date: Sat, 20 Jun 2026 16:59:29 +0530
Subject: [PATCH 3/7] for demo

---
 local-prod                     |   2 +
 scripts/local-prod.sh          | 114 +++++++++++++++++++++++++++++++++
 scripts/local-run.sh           |   2 +
 web/src/server/localOnly.ts    |   8 +++
 web/src/server/propertiesDb.ts |   8 ++-
 5 files changed, 133 insertions(+), 1 deletion(-)
 create mode 100755 local-prod
 create mode 100755 scripts/local-prod.sh

diff --git a/local-prod b/local-prod
new file mode 100755
index 00000000..c96cbba4
--- /dev/null
+++ b/local-prod
@@ -0,0 +1,2 @@
+#!/usr/bin/env bash
+exec "$(cd "$(dirname "$0")" && pwd)/scripts/local-prod.sh" "$@"
diff --git a/scripts/local-prod.sh b/scripts/local-prod.sh
new file mode 100755
index 00000000..61cd1ab9
--- /dev/null
+++ b/scripts/local-prod.sh
@@ -0,0 +1,114 @@
+#!/usr/bin/env bash
+# Local prod: same Postgres as ./local-run, Next.js build + start (NODE_ENV=production).
+# Usage: ./local-prod [command]
+#   (default) start   — DB, migrations, npm run build, npm run start
+#   build             — npm run build only
+#   help              — show commands
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+cd "$ROOT"
+
+PG_CONTAINER="${WP_PG_CONTAINER:-wp-pg}"
+PG_PORT="${WP_PG_PORT:-5432}"
+PG_USER="${WP_PG_USER:-postgres}"
+PG_PASSWORD="${WP_PG_PASSWORD:-dev}"
+PG_DB="${WP_PG_DB:-website_profiling}"
+
+export DATABASE_URL="${DATABASE_URL:-postgres://${PG_USER}:${PG_PASSWORD}@127.0.0.1:${PG_PORT}/${PG_DB}}"
+export DATA_DIR="${DATA_DIR:-$ROOT/data}"
+export PYTHON="${PYTHON:-$ROOT/.venv/bin/python}"
+export WEBSITE_PROFILING_ROOT="$ROOT"
+export PYTHONPATH="${PYTHONPATH:+$PYTHONPATH:}$ROOT/src"
+export NODE_ENV=production
+
+WEB="$ROOT/web"
+LOCAL_RUN="$ROOT/scripts/local-run.sh"
+
+log() { printf '\033[1;36m→\033[0m %s\n' "$*"; }
+die() { printf '\033[1;31m✗\033[0m %s\n' "$*" >&2; exit 1; }
+
+need_cmd() {
+  command -v "$1" >/dev/null 2>&1 || die "Missing required command: $1"
+}
+
+cmd_web_deps() {
+  need_cmd npm
+  if [[ ! -d "$WEB/node_modules" ]]; then
+    log "Installing web dependencies (npm ci)"
+    (cd "$WEB" && npm ci)
+  fi
+}
+
+cmd_build() {
+  cmd_web_deps
+  log "Building Next.js (production)"
+  (cd "$WEB" && npm run build)
+}
+
+cmd_start() {
+  local skip_build=0
+  for arg in "$@"; do
+    case "$arg" in
+      --skip-build) skip_build=1 ;;
+    esac
+  done
+
+  mkdir -p "$DATA_DIR"
+  log "Ensuring Postgres and migrations (via ./local-run migrate)"
+  "$LOCAL_RUN" migrate
+  if [[ "$skip_build" -eq 0 ]]; then
+    cmd_build
+  else
+    cmd_web_deps
+    log "Skipping build (--skip-build)"
+  fi
+  log "Starting Next.js production server (Ctrl+C to stop)"
+  log "DATABASE_URL=$DATABASE_URL"
+  log "DATA_DIR=$DATA_DIR"
+  log "PYTHON=$PYTHON"
+  log "NODE_ENV=$NODE_ENV"
+  cd "$WEB"
+  export DATABASE_URL DATA_DIR PYTHON WEBSITE_PROFILING_ROOT PYTHONPATH NODE_ENV
+  exec npm run start
+}
+
+cmd_help() {
+  cat <<EOF
+Local prod runner — same Postgres as ./local-run, Next.js in production mode
+
+  ./local-prod              Same as: start
+  ./local-prod start        DB + migrations + build + npm run start
+  ./local-prod start --skip-build   Start without rebuilding (reuse .next)
+  ./local-prod build        npm run build only
+  ./local-prod help         Show this help
+
+Environment overrides (optional):
+  DATABASE_URL  (default: postgres://postgres:dev@127.0.0.1:5432/website_profiling)
+  DATA_DIR      (default: <repo>/data)
+  AUTH_SECRET   (optional — enables login when set)
+  WP_PG_CONTAINER, WP_PG_PORT, WP_PG_PASSWORD, WP_PG_DB
+
+After start, open: http://localhost:3000/home
+Use localhost (not 127.0.0.1) for pipeline APIs.
+
+Dev mode with hot reload: ./local-run start
+EOF
+}
+
+main() {
+  local cmd="${1:-start}"
+  case "$cmd" in
+    start)
+      shift || true
+      cmd_start "$@"
+      ;;
+    build) cmd_build ;;
+    help|-h|--help) cmd_help ;;
+    *)
+      die "Unknown command: $cmd (try: ./local-prod help)"
+      ;;
+  esac
+}
+
+main "$@"
diff --git a/scripts/local-run.sh b/scripts/local-run.sh
index e9e79df5..4f84fea5 100755
--- a/scripts/local-run.sh
+++ b/scripts/local-run.sh
@@ -172,6 +172,8 @@ Environment overrides (optional):
 After start, open: http://localhost:3000/home
 Run audits via sidebar "Run audit" (bottom-right FAB).
 
+Production Next.js (same Postgres, no hot reload): ./local-prod start
+
 Run CI-style tests: ./local-test (see ./local-test help). JS crawl integration: ./local-test browser.
 EOF
 }
diff --git a/web/src/server/localOnly.ts b/web/src/server/localOnly.ts
index 1f9aaeab..8fe42d3c 100644
--- a/web/src/server/localOnly.ts
+++ b/web/src/server/localOnly.ts
@@ -4,9 +4,17 @@ import type { LocalGuardResult } from '@/types/api';
 /**
  * Returns a 403 NextResponse if the request is not from localhost, otherwise null.
  * Use at the top of every API route handler that should only be accessible locally.
+ * Set ALLOWED_HOSTS env var to a comma-separated list of additional trusted hostnames
+ * (e.g. for ngrok: ALLOWED_HOSTS=twenty-spotty-lilly.ngrok-free.dev).
  */
 const LOCAL_HOSTS = new Set(['127.0.0.1', 'localhost', '::1']);
 
+const extraHosts = (process.env.ALLOWED_HOSTS ?? '')
+  .split(',')
+  .map((h) => h.trim().toLowerCase())
+  .filter(Boolean);
+extraHosts.forEach((h) => LOCAL_HOSTS.add(h));
+
 function hostFromHeader(hostHeader: string): string {
   const h = hostHeader.trim().toLowerCase();
   if (!h) return '';
diff --git a/web/src/server/propertiesDb.ts b/web/src/server/propertiesDb.ts
index a997da80..6744aa21 100644
--- a/web/src/server/propertiesDb.ts
+++ b/web/src/server/propertiesDb.ts
@@ -80,9 +80,15 @@ export async function upsertPropertyByDomain(
   });
 }
 
+function looksLikeValidDomain(domain: string): boolean {
+  const lastDot = domain.lastIndexOf('.');
+  // Require at least one dot with content before it and a TLD of at least 2 chars after it.
+  return lastDot > 0 && domain.length - lastDot - 1 >= 2;
+}
+
 export async function resolvePropertyIdFromStartUrl(startUrl: string): Promise<number | null> {
   const domain = canonicalDomainFromStartUrl(startUrl);
-  if (!domain) return null;
+  if (!domain || !looksLikeValidDomain(domain)) return null;
   const existing = await getPropertyByDomain(domain);
   if (existing) return existing.id;
   const name = deriveSiteNameFromStartUrl(startUrl) || domain;

From 68bfd2b159989fd207056fbc4278cef4ae259395 Mon Sep 17 00:00:00 2001
From: PrashantUnity <priyadarshisadiku@gmail.com>
Date: Sat, 20 Jun 2026 19:36:51 +0530
Subject: [PATCH 4/7] like assistant

---
 src/website_profiling/cli.py                  |   3 +
 .../commands/config_resolve.py                |   3 +-
 src/website_profiling/commands/help_cmd.py    |  41 +++
 src/website_profiling/llm/agent.py            |   2 +-
 src/website_profiling/llm/help_agent.py       | 136 +++++++++
 tests/test_help_agent.py                      | 170 ++++++++++++
 tests/test_help_cmd.py                        | 131 +++++++++
 .../components/chat/ChatAssistantAvatar.tsx   |  65 +++++
 web/src/components/chat/ChatComposer.tsx      |  39 +--
 web/src/components/chat/ChatFab.tsx           |  53 ++--
 web/src/components/chat/ChatFabDrawer.tsx     | 260 ++++++++++++++++++
 web/src/components/chat/ChatModelPicker.tsx   |  20 +-
 .../components/chat/ChatProviderPicker.tsx    |  25 +-
 web/src/components/chat/ChatSidebar.tsx       |   7 +
 web/src/hooks/useChatFabPopup.ts              | 257 +++++++++++++++++
 web/src/lib/chatAssistantBranding.test.ts     |  28 ++
 web/src/lib/chatAssistantBranding.ts          |  24 ++
 web/src/lib/llmConfigSchema.ts                |  15 +
 web/src/strings.json                          |   1 +
 19 files changed, 1230 insertions(+), 50 deletions(-)
 create mode 100644 src/website_profiling/commands/help_cmd.py
 create mode 100644 src/website_profiling/llm/help_agent.py
 create mode 100644 tests/test_help_agent.py
 create mode 100644 tests/test_help_cmd.py
 create mode 100644 web/src/components/chat/ChatAssistantAvatar.tsx
 create mode 100644 web/src/components/chat/ChatFabDrawer.tsx
 create mode 100644 web/src/hooks/useChatFabPopup.ts
 create mode 100644 web/src/lib/chatAssistantBranding.test.ts
 create mode 100644 web/src/lib/chatAssistantBranding.ts

diff --git a/src/website_profiling/cli.py b/src/website_profiling/cli.py
index f5ea79c7..d9bf3742 100644
--- a/src/website_profiling/cli.py
+++ b/src/website_profiling/cli.py
@@ -9,6 +9,7 @@
     enrich_cmd,
     google_cmd,
     gsc_links_cmd,
+    help_cmd,
     keywords_cmd,
     lighthouse_cmd,
     page_coach_cmd,
@@ -46,6 +47,8 @@ def main() -> None:
         chat_cmd.run(cfg, args)
     elif args.command == "page-markdown":
         page_markdown_cmd.run(cfg, args)
+    elif args.command == "help":
+        help_cmd.run(cfg, args)
     else:
         pipeline_cmd.run(cfg, args)
 
diff --git a/src/website_profiling/commands/config_resolve.py b/src/website_profiling/commands/config_resolve.py
index 2204f4ad..cae05ec3 100644
--- a/src/website_profiling/commands/config_resolve.py
+++ b/src/website_profiling/commands/config_resolve.py
@@ -281,6 +281,7 @@ def build_parser() -> argparse.ArgumentParser:
             "page-coach",
             "chat",
             "page-markdown",
+            "help",
         ],
         help="Run only this step (default: run all steps according to config)",
     )
@@ -394,7 +395,7 @@ def build_parser() -> argparse.ArgumentParser:
         "--stdin-json",
         action="store_true",
         dest="stdin_json",
-        help="For 'chat' command: read JSON payload from stdin and emit NDJSON events.",
+        help="For 'chat' and 'help' commands: read JSON payload from stdin and emit NDJSON events.",
     )
     parser.add_argument(
         "--resume-run-id",
diff --git a/src/website_profiling/commands/help_cmd.py b/src/website_profiling/commands/help_cmd.py
new file mode 100644
index 00000000..492aed9e
--- /dev/null
+++ b/src/website_profiling/commands/help_cmd.py
@@ -0,0 +1,41 @@
+"""CLI: help --stdin-json — single-turn help chat (NDJSON events on stdout)."""
+from __future__ import annotations
+
+import argparse
+import json
+import sys
+
+from ..text_sanitize import sanitize_unicode_deep
+from ..llm.help_agent import run_help_turn
+
+
+def run(_cfg: dict, args: argparse.Namespace) -> None:
+    if not getattr(args, "stdin_json", False):
+        print("Error: help requires --stdin-json", file=sys.stderr)
+        sys.exit(1)
+
+    try:
+        payload = json.load(sys.stdin)
+    except json.JSONDecodeError as e:
+        print(json.dumps({"type": "error", "message": f"Invalid stdin JSON: {e}"}))
+        sys.exit(1)
+
+    messages = payload.get("messages") or []
+    if not isinstance(messages, list):
+        messages = []
+
+    def on_event(event: dict) -> None:
+        print(json.dumps(sanitize_unicode_deep(event), default=str), flush=True)
+
+    try:
+        result = run_help_turn(messages, on_event=on_event)
+    except Exception as e:
+        msg = str(e).strip() or type(e).__name__
+        print(json.dumps({"type": "error", "message": msg}), flush=True)
+        sys.exit(1)
+
+    if not result.get("ok"):
+        err = result.get("error", "Help agent failed")
+        print(json.dumps({"type": "error", "message": err}), flush=True)
+        sys.exit(1)
+    sys.exit(0)
diff --git a/src/website_profiling/llm/agent.py b/src/website_profiling/llm/agent.py
index c0bca030..3909756f 100644
--- a/src/website_profiling/llm/agent.py
+++ b/src/website_profiling/llm/agent.py
@@ -98,7 +98,7 @@ def _max_tool_rounds(cfg: dict[str, str]) -> int:
 - When SQL is needed: call get_sql_schema first to discover tables and foreign keys, then run_sql_query with a single read-only SELECT.
 - Only SELECT is allowed — the tool rejects INSERT/UPDATE/DELETE/DDL.
 - The tool automatically scopes queries to the active property; you do not need to add a property_id filter manually. For crawl data, scope is applied through crawl_runs.
-- Use row_cap intentionally: set a small value (10–50) for row listings and omit it (default 200) for aggregates.
+- Use row_cap intentionally: set a small value (10-50) for row listings and omit it (default 200) for aggregates.
 - Keep results concise — use LIMIT, GROUP BY, and aggregate functions. Avoid SELECT *.
 - Never tell the user you cannot run SQL if run_sql_query is loaded — use it.
 
diff --git a/src/website_profiling/llm/help_agent.py b/src/website_profiling/llm/help_agent.py
new file mode 100644
index 00000000..2f78f17d
--- /dev/null
+++ b/src/website_profiling/llm/help_agent.py
@@ -0,0 +1,136 @@
+"""Help agent — single-turn LLM call for setup and usage questions. No tools, no property context."""
+from __future__ import annotations
+
+import json
+from typing import Any, Callable
+
+from ..llm_config import llm_is_enabled, load_llm_config_from_db
+from ..text_sanitize import sanitize_unicode_deep
+from .base import get_llm_client
+
+_HELP_SYSTEM_PROMPT = """You are the Site Audit Help Assistant, embedded in a self-hosted SEO audit platform.
+You help users set up the tool, configure credentials, and understand features.
+Answer only questions about this application. Keep answers concise (under 200 words unless step-by-step setup is needed).
+
+## Quick start
+- Run locally: `docker compose up --build` from the repo root.
+- Set `DATABASE_URL` env var pointing at a PostgreSQL instance.
+- Access the UI at http://localhost:3000.
+
+## Credential & integration setup
+
+### Google Search Console / Analytics
+1. Create a Google Cloud project with the Search Console API and Google Analytics Data API enabled.
+2. Set up an OAuth consent screen (External, add yourself as test user).
+3. Create OAuth 2.0 credentials (Web Application, redirect URI: http://localhost:3000/api/integrations/google/callback).
+4. In the app, go to /docs/integrations/google and follow the step-by-step guide.
+5. Alternatively, use a Service Account JSON for headless/server deployments.
+
+### AI providers (LLM)
+Go to /secrets (or the gear icon in AI Chat sidebar) and enter your API key:
+- OpenAI: get key at platform.openai.com → API keys
+- Anthropic: get key at console.anthropic.com
+- Groq: get key at console.groq.com
+- Google Gemini: get key at aistudio.google.com
+- Ollama (local, free): install Ollama, run `ollama pull <model>`, set base URL to http://localhost:11434
+Full guide: /docs/integrations/ai
+
+### Bing Webmaster Tools
+1. Sign in at bing.com/webmasters and add your site.
+2. Go to Settings → API Access → Generate API Key.
+3. In the app, add the key to the pipeline config under "Bing Webmaster API key".
+Full guide: /docs/integrations/bing
+
+### SERP API
+1. Sign up at a SERP provider (e.g. ValueSERP, SerpApi).
+2. Copy your API key and add it to pipeline config under "SERP API key".
+Full guide: /docs/integrations/serp
+
+### MCP server (for Cursor / Claude Desktop / AI agents)
+- Stdio: `python -m website_profiling.mcp` — add to your IDE's MCP config.
+- HTTP: `python -m website_profiling.mcp.http` — remote Streamable HTTP on port 8000.
+- Scope tools with `WP_MCP_DOMAIN=core|crawl|google|links|full`.
+Full guide: /docs/integrations/mcp
+
+### Crawl authentication (basic auth / cookies)
+Set crawler HTTP credentials in pipeline config: `crawler_http_auth_user`, `crawler_http_auth_pass`, or paste cookies. Guide: /docs/integrations/crawl-auth
+
+### Import GSC links
+Export links from Google Search Console and upload via /docs/integrations/gsc-links.
+
+## Features overview
+- **/home** — landing page; start a new audit from here.
+- **/pipeline** or Run audit button — configure and run a crawl + report.
+- **/chat** — AI assistant over audit data (requires LLM configured + a completed audit).
+- **/docs** — all integration guides.
+- **/secrets** — manage API keys (AI providers, Google, Bing, SERP).
+- **/write** — Content Studio: write and score SEO content with live keyword targeting.
+- **/mcp** — MCP server settings and tool scoping.
+- Reports — after an audit, browse issues, links, keywords, Lighthouse scores, GSC data.
+
+## Common workflows
+1. First audit: Run audit → choose a preset → enter your site URL → click Run.
+2. Enable AI: /secrets → AI tab → choose provider → enter API key → enable → save.
+3. Connect GSC: /docs/integrations/google → complete OAuth flow → select property.
+4. Use MCP with Cursor: add `python -m website_profiling.mcp` to Cursor's MCP settings.
+
+Respond helpfully based on the above. If the user asks about something unrelated to this application, politely say this assistant only covers the Site Audit platform and direct them to /docs."""
+
+
+def _emit(on_event: Callable[[dict], None] | None, event: dict) -> None:
+    if on_event:
+        on_event(sanitize_unicode_deep(event))
+
+
+def run_help_turn(
+    messages: list[dict[str, str]],
+    *,
+    on_event: Callable[[dict], None] | None = None,
+) -> dict[str, Any]:
+    """Run a single help chat turn — no tools, no property context."""
+    cfg = load_llm_config_from_db()
+    if not llm_is_enabled(cfg):
+        _emit(
+            on_event,
+            {
+                "type": "error",
+                "message": (
+                    "AI is not enabled. Configure a provider and API key at /secrets, "
+                    "then enable AI in pipeline settings."
+                ),
+            },
+        )
+        return {"ok": False, "error": "AI disabled"}
+
+    try:
+        client = get_llm_client(cfg)
+    except ValueError as e:
+        _emit(on_event, {"type": "error", "message": str(e)})
+        return {"ok": False, "error": str(e)}
+
+    openai_messages: list[dict[str, Any]] = [
+        {"role": "system", "content": _HELP_SYSTEM_PROMPT},
+        *[
+            {"role": m.get("role", "user"), "content": m.get("content", "")}
+            for m in messages
+            if isinstance(m, dict)
+        ],
+    ]
+
+    accumulated: list[str] = []
+
+    def on_token(token: str) -> None:
+        accumulated.append(token)
+        _emit(on_event, {"type": "token", "text": token})
+
+    try:
+        result = client.chat_with_tools(openai_messages, tools=[], on_token=on_token)
+        # If the client buffered instead of streaming, emit the full content now.
+        if not accumulated and result.content:
+            _emit(on_event, {"type": "token", "text": result.content})
+        _emit(on_event, {"type": "done", "message": ""})
+        return {"ok": True}
+    except Exception as e:
+        msg = str(e).strip() or type(e).__name__
+        _emit(on_event, {"type": "error", "message": msg})
+        return {"ok": False, "error": msg}
diff --git a/tests/test_help_agent.py b/tests/test_help_agent.py
new file mode 100644
index 00000000..785e5942
--- /dev/null
+++ b/tests/test_help_agent.py
@@ -0,0 +1,170 @@
+"""Unit tests for the help agent."""
+from __future__ import annotations
+
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from website_profiling.llm.help_agent import run_help_turn
+
+
+def _make_fake_client(content: str = "Sure, here's how.", tokens: list[str] | None = None):
+    client = MagicMock()
+    result = MagicMock()
+    result.content = content
+    result.tool_calls = []
+
+    def fake_chat(messages, tools, on_token=None):
+        if tokens and on_token:
+            for t in tokens:
+                on_token(t)
+        return result
+
+    client.chat_with_tools.side_effect = fake_chat
+    return client
+
+
+def test_help_turn_disabled_llm() -> None:
+    events: list[dict] = []
+
+    with patch("website_profiling.llm.help_agent.load_llm_config_from_db", return_value={}):
+        with patch("website_profiling.llm.help_agent.llm_is_enabled", return_value=False):
+            result = run_help_turn(
+                [{"role": "user", "content": "help"}],
+                on_event=events.append,
+            )
+
+    assert result["ok"] is False
+    assert any(e["type"] == "error" for e in events)
+
+
+def test_help_turn_streams_tokens() -> None:
+    events: list[dict] = []
+    fake_client = _make_fake_client(tokens=["Hello", " world"])
+
+    with patch("website_profiling.llm.help_agent.load_llm_config_from_db", return_value={"llm_provider": "openai"}):
+        with patch("website_profiling.llm.help_agent.llm_is_enabled", return_value=True):
+            with patch("website_profiling.llm.help_agent.get_llm_client", return_value=fake_client):
+                result = run_help_turn(
+                    [{"role": "user", "content": "help"}],
+                    on_event=events.append,
+                )
+
+    assert result["ok"] is True
+    token_events = [e for e in events if e["type"] == "token"]
+    assert len(token_events) == 2
+    assert token_events[0]["text"] == "Hello"
+    assert token_events[1]["text"] == " world"
+    done_events = [e for e in events if e["type"] == "done"]
+    assert len(done_events) == 1
+
+
+def test_help_turn_no_tools_passed() -> None:
+    fake_client = _make_fake_client()
+
+    with patch("website_profiling.llm.help_agent.load_llm_config_from_db", return_value={"llm_provider": "openai"}):
+        with patch("website_profiling.llm.help_agent.llm_is_enabled", return_value=True):
+            with patch("website_profiling.llm.help_agent.get_llm_client", return_value=fake_client):
+                run_help_turn([{"role": "user", "content": "help"}])
+
+    call_args = fake_client.chat_with_tools.call_args
+    # tools is the second positional arg or passed as keyword
+    tools_arg = call_args[0][1] if len(call_args[0]) > 1 else call_args[1].get("tools", None)
+    assert tools_arg == []
+
+
+def test_help_turn_buffered_content_emitted() -> None:
+    """When on_token is never called (buffered provider), emit content once at end."""
+    events: list[dict] = []
+    fake_client = _make_fake_client(content="Buffered response", tokens=None)
+
+    with patch("website_profiling.llm.help_agent.load_llm_config_from_db", return_value={"llm_provider": "openai"}):
+        with patch("website_profiling.llm.help_agent.llm_is_enabled", return_value=True):
+            with patch("website_profiling.llm.help_agent.get_llm_client", return_value=fake_client):
+                result = run_help_turn(
+                    [{"role": "user", "content": "help"}],
+                    on_event=events.append,
+                )
+
+    assert result["ok"] is True
+    token_texts = [e["text"] for e in events if e["type"] == "token"]
+    assert "Buffered response" in token_texts
+
+
+def test_help_turn_provider_error() -> None:
+    events: list[dict] = []
+    bad_client = MagicMock()
+    bad_client.chat_with_tools.side_effect = ValueError("Connection refused")
+
+    with patch("website_profiling.llm.help_agent.load_llm_config_from_db", return_value={"llm_provider": "openai"}):
+        with patch("website_profiling.llm.help_agent.llm_is_enabled", return_value=True):
+            with patch("website_profiling.llm.help_agent.get_llm_client", return_value=bad_client):
+                result = run_help_turn(
+                    [{"role": "user", "content": "help"}],
+                    on_event=events.append,
+                )
+
+    assert result["ok"] is False
+    error_events = [e for e in events if e["type"] == "error"]
+    assert any("Connection refused" in e.get("message", "") for e in error_events)
+
+
+def test_help_turn_unknown_provider() -> None:
+    events: list[dict] = []
+
+    with patch("website_profiling.llm.help_agent.load_llm_config_from_db", return_value={"llm_provider": "unknown"}):
+        with patch("website_profiling.llm.help_agent.llm_is_enabled", return_value=True):
+            with patch(
+                "website_profiling.llm.help_agent.get_llm_client",
+                side_effect=ValueError("Unknown LLM provider: unknown"),
+            ):
+                result = run_help_turn(
+                    [{"role": "user", "content": "help"}],
+                    on_event=events.append,
+                )
+
+    assert result["ok"] is False
+    assert any("Unknown LLM provider" in e.get("message", "") for e in events if e["type"] == "error")
+
+
+def test_help_turn_system_prompt_in_messages() -> None:
+    """System prompt must be the first message sent to the client."""
+    captured: list[list] = []
+    fake_client = _make_fake_client()
+    fake_client.chat_with_tools.side_effect = lambda msgs, tools, on_token=None: (
+        captured.append(msgs) or MagicMock(content="ok", tool_calls=[])
+    )
+
+    with patch("website_profiling.llm.help_agent.load_llm_config_from_db", return_value={"llm_provider": "openai"}):
+        with patch("website_profiling.llm.help_agent.llm_is_enabled", return_value=True):
+            with patch("website_profiling.llm.help_agent.get_llm_client", return_value=fake_client):
+                run_help_turn([{"role": "user", "content": "How do I add my API key?"}])
+
+    assert captured
+    messages_sent = captured[0]
+    assert messages_sent[0]["role"] == "system"
+    assert "help" in messages_sent[0]["content"].lower() or "credential" in messages_sent[0]["content"].lower()
+
+
+def test_help_turn_no_event_callback() -> None:
+    """run_help_turn must work when on_event is None."""
+    fake_client = _make_fake_client(tokens=["Hi"])
+
+    with patch("website_profiling.llm.help_agent.load_llm_config_from_db", return_value={"llm_provider": "openai"}):
+        with patch("website_profiling.llm.help_agent.llm_is_enabled", return_value=True):
+            with patch("website_profiling.llm.help_agent.get_llm_client", return_value=fake_client):
+                result = run_help_turn([{"role": "user", "content": "hi"}])
+
+    assert result["ok"] is True
+
+
+@pytest.mark.parametrize("messages", [[], None])
+def test_help_turn_empty_messages(messages) -> None:
+    fake_client = _make_fake_client()
+
+    with patch("website_profiling.llm.help_agent.load_llm_config_from_db", return_value={"llm_provider": "openai"}):
+        with patch("website_profiling.llm.help_agent.llm_is_enabled", return_value=True):
+            with patch("website_profiling.llm.help_agent.get_llm_client", return_value=fake_client):
+                result = run_help_turn(messages or [])
+
+    assert result["ok"] is True
diff --git a/tests/test_help_cmd.py b/tests/test_help_cmd.py
new file mode 100644
index 00000000..90a7e5b4
--- /dev/null
+++ b/tests/test_help_cmd.py
@@ -0,0 +1,131 @@
+"""CLI help command tests."""
+from __future__ import annotations
+
+import argparse
+import io
+import json
+from unittest.mock import patch
+
+import pytest
+
+from website_profiling.commands import help_cmd
+
+
+def test_help_cmd_requires_stdin_json() -> None:
+    with pytest.raises(SystemExit) as exc:
+        help_cmd.run({}, argparse.Namespace(stdin_json=False))
+    assert exc.value.code == 1
+
+
+def test_help_cmd_invalid_stdin_json(capsys) -> None:
+    with patch("sys.stdin", io.StringIO("not-json")):
+        with pytest.raises(SystemExit) as exc:
+            help_cmd.run({}, argparse.Namespace(stdin_json=True))
+    assert exc.value.code == 1
+    assert "error" in capsys.readouterr().out
+
+
+def test_help_cmd_success(capsys) -> None:
+    payload = json.dumps({"messages": [{"role": "user", "content": "How do I set up Google?"}]})
+    with patch("sys.stdin", io.StringIO(payload)):
+        with patch(
+            "website_profiling.commands.help_cmd.run_help_turn",
+            return_value={"ok": True},
+        ) as mock_turn:
+            with pytest.raises(SystemExit) as exc:
+                help_cmd.run({}, argparse.Namespace(stdin_json=True))
+    assert exc.value.code == 0
+    mock_turn.assert_called_once()
+    # Confirm no property_id is passed (no AuditToolContext)
+    call_args = mock_turn.call_args
+    assert call_args[0][0] == [{"role": "user", "content": "How do I set up Google?"}]
+
+
+def test_help_cmd_no_property_id_in_payload(capsys) -> None:
+    """Help command must not pass property_id or any audit context."""
+    payload = json.dumps({"messages": [], "property_id": 99})
+    with patch("sys.stdin", io.StringIO(payload)):
+        with patch(
+            "website_profiling.commands.help_cmd.run_help_turn",
+            return_value={"ok": True},
+        ) as mock_turn:
+            with pytest.raises(SystemExit):
+                help_cmd.run({}, argparse.Namespace(stdin_json=True))
+    # run_help_turn is called with only (messages,) positional arg, no context
+    call_args = mock_turn.call_args
+    assert len(call_args[0]) == 1  # only messages positional arg
+
+
+def test_help_cmd_streams_token_events(capsys) -> None:
+    payload = json.dumps({"messages": [{"role": "user", "content": "help"}]})
+
+    def fake_turn(_messages, on_event=None):
+        if on_event:
+            on_event({"type": "token", "text": "Hello!"})
+        return {"ok": True}
+
+    with patch("sys.stdin", io.StringIO(payload)):
+        with patch("website_profiling.commands.help_cmd.run_help_turn", side_effect=fake_turn):
+            with pytest.raises(SystemExit) as exc:
+                help_cmd.run({}, argparse.Namespace(stdin_json=True))
+    assert exc.value.code == 0
+    out = capsys.readouterr().out
+    assert "token" in out
+    assert "Hello!" in out
+
+
+def test_help_cmd_agent_failure(capsys) -> None:
+    payload = json.dumps({"messages": []})
+    with patch("sys.stdin", io.StringIO(payload)):
+        with patch(
+            "website_profiling.commands.help_cmd.run_help_turn",
+            return_value={"ok": False, "error": "AI disabled"},
+        ):
+            with pytest.raises(SystemExit) as exc:
+                help_cmd.run({}, argparse.Namespace(stdin_json=True))
+    assert exc.value.code == 1
+    assert "AI disabled" in capsys.readouterr().out
+
+
+def test_help_cmd_exception(capsys) -> None:
+    payload = json.dumps({"messages": []})
+    with patch("sys.stdin", io.StringIO(payload)):
+        with patch(
+            "website_profiling.commands.help_cmd.run_help_turn",
+            side_effect=RuntimeError("boom"),
+        ):
+            with pytest.raises(SystemExit) as exc:
+                help_cmd.run({}, argparse.Namespace(stdin_json=True))
+    assert exc.value.code == 1
+    assert "boom" in capsys.readouterr().out
+
+
+def test_help_cmd_sanitizes_events(capsys) -> None:
+    payload = json.dumps({"messages": []})
+
+    def fake_turn(_messages, on_event=None):
+        if on_event:
+            on_event({"type": "token", "text": "bad\udc9d"})
+        return {"ok": True}
+
+    with patch("sys.stdin", io.StringIO(payload)):
+        with patch("website_profiling.commands.help_cmd.run_help_turn", side_effect=fake_turn):
+            with pytest.raises(SystemExit) as exc:
+                help_cmd.run({}, argparse.Namespace(stdin_json=True))
+    assert exc.value.code == 0
+    out = capsys.readouterr().out
+    assert "\udc9d" not in out
+    assert "token" in out
+
+
+def test_help_cmd_ignores_invalid_messages(capsys) -> None:
+    payload = json.dumps({"messages": "not-a-list"})
+    with patch("sys.stdin", io.StringIO(payload)):
+        with patch(
+            "website_profiling.commands.help_cmd.run_help_turn",
+            return_value={"ok": True},
+        ) as mock_turn:
+            with pytest.raises(SystemExit) as exc:
+                help_cmd.run({}, argparse.Namespace(stdin_json=True))
+    assert exc.value.code == 0
+    assert mock_turn.call_args[0][0] == []
diff --git a/web/src/components/chat/ChatAssistantAvatar.tsx b/web/src/components/chat/ChatAssistantAvatar.tsx
new file mode 100644
index 00000000..98da1869
--- /dev/null
+++ b/web/src/components/chat/ChatAssistantAvatar.tsx
@@ -0,0 +1,65 @@
+'use client';
+
+import { useState } from 'react';
+import { Bot } from 'lucide-react';
+import { usePipeline } from '@/context/PipelineContext';
+import {
+  resolveChatAssistantAvatarUrl,
+  shouldInvertAssistantAvatar,
+} from '@/lib/chatAssistantBranding';
+
+type AvatarSize = 'sm' | 'lg';
+
+const SIZE_STYLES: Record<
+  AvatarSize,
+  { shell: string; image: number; icon: string }
+> = {
+  lg: {
+    shell: 'h-11 w-11 shadow-lg ring-2 ring-blue-500/30',
+    image: 28,
+    icon: 'h-6 w-6',
+  },
+  sm: {
+    shell: 'h-8 w-8 shadow-sm',
+    image: 20,
+    icon: 'h-4 w-4',
+  },
+};
+
+export interface ChatAssistantAvatarProps {
+  size?: AvatarSize;
+  className?: string;
+}
+
+export default function ChatAssistantAvatar({
+  size = 'sm',
+  className = '',
+}: ChatAssistantAvatarProps) {
+  const { llmConfigState } = usePipeline();
+  const avatarUrl = resolveChatAssistantAvatarUrl(
+    String(llmConfigState.llm_chat_assistant_avatar_url || ''),
+  );
+  const [failed, setFailed] = useState(false);
+  const dims = SIZE_STYLES[size];
+  const invert = shouldInvertAssistantAvatar(avatarUrl);
+
+  return (
+    <div
+      className={`flex shrink-0 items-center justify-center rounded-full bg-blue-600 ${dims.shell} ${className}`.trim()}
+    >
+      {failed ? (
+        <Bot className={`${dims.icon} text-white`} aria-hidden />
+      ) : (
+        <img
+          src={avatarUrl}
+          alt=""
+          width={dims.image}
+          height={dims.image}
+          className={invert ? 'brightness-0 invert' : undefined}
+          aria-hidden
+          onError={() => setFailed(true)}
+        />
+      )}
+    </div>
+  );
+}
diff --git a/web/src/components/chat/ChatComposer.tsx b/web/src/components/chat/ChatComposer.tsx
index cc1e7dc9..745505f9 100644
--- a/web/src/components/chat/ChatComposer.tsx
+++ b/web/src/components/chat/ChatComposer.tsx
@@ -11,9 +11,10 @@ export interface ChatComposerProps {
   busy?: boolean;
   onSend: (message: string) => void;
   trailing?: ReactNode;
-  variant?: 'hero' | 'dock';
+  variant?: 'hero' | 'dock' | 'compact';
   draftMessage?: string;
   onDraftApplied?: () => void;
+  placeholder?: string;
 }
 
 export default function ChatComposer({
@@ -24,6 +25,7 @@ export default function ChatComposer({
   variant = 'dock',
   draftMessage,
   onDraftApplied,
+  placeholder,
 }: ChatComposerProps) {
   const [text, setText] = useState('');
   const textareaRef = useRef<HTMLTextAreaElement>(null);
@@ -57,29 +59,34 @@ export default function ChatComposer({
   };
 
   const isHero = variant === 'hero';
+  const isCompact = variant === 'compact';
 
   return (
     <form
       onSubmit={handleSubmit}
-      className={`mx-auto w-full max-w-3xl ${isHero ? '' : 'px-4 pb-4 pt-2'}`}
+      className={`mx-auto w-full ${isHero || isCompact ? '' : 'max-w-3xl px-4 pb-4 pt-2'} ${isCompact ? 'px-3 pb-3 pt-2' : ''}`}
     >
       <div
-        className={`mx-auto flex items-end gap-1 rounded-3xl bg-[var(--chat-surface)] px-3 py-2 transition-shadow sm:px-4 ${
+        className={`mx-auto flex items-end gap-1 rounded-3xl bg-[var(--chat-surface)] px-3 py-2 transition-shadow ${
           isHero
-            ? 'chat-hero-input min-h-[3.5rem]'
-            : 'min-h-[3.25rem] shadow-lg ring-1 ring-white/[0.06]'
+            ? 'chat-hero-input min-h-[3.5rem] sm:px-4'
+            : isCompact
+              ? 'min-h-[2.75rem]'
+              : 'min-h-[3.25rem] shadow-lg ring-1 ring-white/[0.06] sm:px-4'
         }`}
       >
-        <button
-          type="button"
-          disabled={disabled || busy}
-          className={`mb-0.5 flex shrink-0 items-center justify-center rounded-full text-muted-foreground transition-colors hover:bg-[var(--chat-surface-hover)] hover:text-foreground disabled:opacity-40 ${
-            isHero ? 'h-10 w-10' : 'h-9 w-9'
-          }`}
-          aria-label={c.composerAttach}
-        >
-          <Plus className="h-5 w-5" />
-        </button>
+        {!isCompact && (
+          <button
+            type="button"
+            disabled={disabled || busy}
+            className={`mb-0.5 flex shrink-0 items-center justify-center rounded-full text-muted-foreground transition-colors hover:bg-[var(--chat-surface-hover)] hover:text-foreground disabled:opacity-40 ${
+              isHero ? 'h-10 w-10' : 'h-9 w-9'
+            }`}
+            aria-label={c.composerAttach}
+          >
+            <Plus className="h-5 w-5" />
+          </button>
+        )}
 
         <textarea
           ref={textareaRef}
@@ -88,7 +95,7 @@ export default function ChatComposer({
             setText(e.target.value);
             resizeTextarea();
           }}
-          placeholder={c.inputPlaceholder}
+          placeholder={placeholder ?? c.inputPlaceholder}
           rows={1}
           disabled={disabled || busy}
           className={`max-h-40 flex-1 resize-none border-0 bg-transparent py-2 text-foreground placeholder:text-muted-foreground/80 focus:outline-none focus:ring-0 disabled:opacity-50 ${
diff --git a/web/src/components/chat/ChatFab.tsx b/web/src/components/chat/ChatFab.tsx
index 2833c8a2..ff0702fd 100644
--- a/web/src/components/chat/ChatFab.tsx
+++ b/web/src/components/chat/ChatFab.tsx
@@ -1,7 +1,7 @@
 'use client';
 
-import { MessageSquare } from 'lucide-react';
-import { usePathname, useRouter, useSearchParams } from 'next/navigation';
+import { MessageSquare, X } from 'lucide-react';
+import { usePathname, useSearchParams } from 'next/navigation';
 import { useCallback, useEffect, useRef, useState, type CSSProperties, type PointerEvent as ReactPointerEvent } from 'react';
 import {
   chatFabCornerStyle,
@@ -12,21 +12,22 @@ import {
   saveChatFabCorner,
   type ChatFabCorner,
 } from '@/lib/chatFabPosition';
-import { buildChatFabHref, isChatFabVisiblePath } from '@/lib/chatUrlState';
+import { isChatFabVisiblePath } from '@/lib/chatUrlState';
 import { strings } from '@/lib/strings';
+import ChatFabDrawer from '@/components/chat/ChatFabDrawer';
 
 const s = strings.components.chat;
 
 /**
- * Floating entry to AI chat from domain-scoped report views (e.g. /dashboard?domain=…).
+ * Floating AI chat button — opens an inline popup on the current page.
  * Drag to any screen corner; position is remembered across sessions.
  */
 export default function ChatFab() {
-  const router = useRouter();
   const pathname = usePathname();
   const searchParams = useSearchParams();
   const domain = searchParams.get('domain') ?? searchParams.get('brand');
 
+  const [open, setOpen] = useState(false);
   const [corner, setCorner] = useState<ChatFabCorner>('bottom-right');
   const [dragPos, setDragPos] = useState<{ x: number; y: number } | null>(null);
   const [isDragging, setIsDragging] = useState(false);
@@ -51,28 +52,23 @@ export default function ChatFab() {
 
     const handleMove = (ev: PointerEvent) => {
       if (!dragStartRef.current) return;
-
       if (!isDraggingRef.current) {
         if (!didDragFab(start.x, start.y, ev.clientX, ev.clientY)) return;
         isDraggingRef.current = true;
         setIsDragging(true);
       }
-
       setDragPos(pointerPositionFromFabCenter(ev.clientX, ev.clientY));
     };
 
     const finish = (ev: PointerEvent) => {
       cleanupListeners();
-
       if (!dragStartRef.current) return;
-
       if (isDraggingRef.current) {
         const nextCorner = nearestChatFabCorner(ev.clientX, ev.clientY);
         setCorner(nextCorner);
         saveChatFabCorner(nextCorner);
         suppressClickRef.current = true;
       }
-
       dragStartRef.current = null;
       isDraggingRef.current = false;
       setIsDragging(false);
@@ -97,8 +93,8 @@ export default function ChatFab() {
       suppressClickRef.current = false;
       return;
     }
-    router.push(buildChatFabHref(domain));
-  }, [router, domain]);
+    setOpen((v) => !v);
+  }, []);
 
   if (!isChatFabVisiblePath(pathname)) {
     return null;
@@ -109,18 +105,25 @@ export default function ChatFab() {
     : chatFabCornerStyle(corner);
 
   return (
-    <button
-      type="button"
-      onClick={handleClick}
-      onPointerDown={handlePointerDown}
-      style={style}
-      className={`print:hidden fixed z-[100] flex h-14 w-14 items-center justify-center rounded-full bg-blue-600 text-white shadow-lg hover:bg-blue-500 focus:outline-none focus-visible:ring-2 focus-visible:ring-blue-400 focus-visible:ring-offset-2 focus-visible:ring-offset-[var(--app-bg)] touch-none select-none ${
-        isDragging ? 'cursor-grabbing scale-105 transition-none' : 'cursor-grab transition-all duration-200 ease-out'
-      }`}
-      aria-label={s.fabAria}
-      title={s.fabDragTitle}
-    >
-      <MessageSquare className="h-7 w-7 pointer-events-none" aria-hidden />
-    </button>
+    <>
+      {/* Hide the FAB while the drawer is open — drawer has its own close button */}
+      {!open && (
+        <button
+          type="button"
+          onClick={handleClick}
+          onPointerDown={handlePointerDown}
+          style={style}
+          className={`print:hidden fixed z-[100] flex h-14 w-14 items-center justify-center rounded-full bg-blue-600 text-white shadow-lg hover:bg-blue-500 focus:outline-none focus-visible:ring-2 focus-visible:ring-blue-400 focus-visible:ring-offset-2 focus-visible:ring-offset-[var(--app-bg)] touch-none select-none ${
+            isDragging ? 'cursor-grabbing scale-105 transition-none' : 'cursor-grab transition-all duration-200 ease-out'
+          }`}
+          aria-label={s.fabAria}
+          title={s.fabDragTitle}
+        >
+          <MessageSquare className="h-7 w-7 pointer-events-none" aria-hidden />
+        </button>
+      )}
+
+      <ChatFabDrawer open={open} domain={domain} onClose={() => setOpen(false)} />
+    </>
   );
 }
diff --git a/web/src/components/chat/ChatFabDrawer.tsx b/web/src/components/chat/ChatFabDrawer.tsx
new file mode 100644
index 00000000..b6d92bb5
--- /dev/null
+++ b/web/src/components/chat/ChatFabDrawer.tsx
@@ -0,0 +1,260 @@
+'use client';
+
+import { useEffect, useRef } from 'react';
+import Link from 'next/link';
+import { ArrowUpRight, ChevronDown, Loader2, Maximize2, RotateCcw } from 'lucide-react';
+import { strings } from '@/lib/strings';
+import ChatAssistantAvatar from '@/components/chat/ChatAssistantAvatar';
+import ChatComposer from '@/components/chat/ChatComposer';
+import ChatMarkdown from '@/components/chat/ChatMarkdown';
+import ChatModelPicker from '@/components/chat/ChatModelPicker';
+import ChatProviderPicker from '@/components/chat/ChatProviderPicker';
+import { usePipeline } from '@/context/PipelineContext';
+import { resolveChatAssistantName } from '@/lib/chatAssistantBranding';
+import { useChatFabPopup } from '@/hooks/useChatFabPopup';
+
+const c = strings.components.chat;
+
+const QUICK_PROMPTS = c.suggestedPrompts.slice(0, 4);
+
+const FAB_PICKER_TRIGGER_CLASS =
+  'flex max-w-[6.5rem] shrink-0 items-center gap-1 rounded-full px-2 py-1.5 text-xs text-white/60 transition-colors hover:bg-white/10 hover:text-white disabled:opacity-50 sm:max-w-[8rem]';
+
+interface ChatFabDrawerProps {
+  open: boolean;
+  domain: string | null;
+  onClose: () => void;
+}
+
+export default function ChatFabDrawer({ open, domain, onClose }: ChatFabDrawerProps) {
+  const { llmConfigState } = usePipeline();
+  const { messages, busy, propertyName, resolving, sendMessage, reset, openFullChat } =
+    useChatFabPopup(domain);
+  const bottomRef = useRef<HTMLDivElement>(null);
+
+  const llmEnabled =
+    llmConfigState.llm_enabled === true &&
+    String(llmConfigState.llm_provider || 'none') !== 'none';
+  const assistantName = resolveChatAssistantName(
+    String(llmConfigState.llm_chat_assistant_name || ''),
+  );
+
+  useEffect(() => {
+    if (!open) return;
+    const handler = (e: KeyboardEvent) => {
+      if (e.key === 'Escape') onClose();
+    };
+    window.addEventListener('keydown', handler);
+    return () => window.removeEventListener('keydown', handler);
+  }, [open, onClose]);
+
+  useEffect(() => {
+    if (messages.length > 0) {
+      bottomRef.current?.scrollIntoView({ behavior: 'smooth' });
+    }
+  }, [messages]);
+
+  const isEmpty = messages.length === 0;
+
+  return (
+    /* Floating popup — scales up from bottom-right origin */
+    <div
+      role="dialog"
+      aria-modal="true"
+      aria-label="AI Chat"
+      aria-hidden={!open}
+      className="print:hidden fixed bottom-6 right-4 z-[99] flex w-[min(400px,calc(100vw-2rem))] flex-col overflow-hidden rounded-2xl shadow-2xl ring-1 ring-white/[0.08] transition-all duration-300 ease-out origin-bottom-right"
+      style={{
+        height: 'min(580px, 80dvh)',
+        transform: open ? 'scale(1)' : 'scale(0)',
+        opacity: open ? 1 : 0,
+        pointerEvents: open ? 'auto' : 'none',
+      }}
+    >
+      {/* ── Header ─────────────────────────────────────────── */}
+      <div className="relative shrink-0 bg-gray-950 px-4 pb-4 pt-4">
+        {/* top row: status + actions */}
+        <div className="flex items-center justify-between">
+          <div className="flex items-center gap-2">
+            <span className="relative flex h-2.5 w-2.5">
+              <span className="absolute inline-flex h-full w-full animate-ping rounded-full bg-green-400 opacity-60" />
+              <span className="relative inline-flex h-2.5 w-2.5 rounded-full bg-green-500" />
+            </span>
+            <span className="text-[11px] font-medium text-green-400">Online</span>
+          </div>
+          <div className="flex items-center gap-1">
+            {messages.length > 0 && (
+              <button
+                type="button"
+                onClick={reset}
+                title="New conversation"
+                className="flex h-7 w-7 items-center justify-center rounded-full text-white/50 transition-colors hover:bg-white/10 hover:text-white"
+              >
+                <RotateCcw className="h-3.5 w-3.5" />
+              </button>
+            )}
+            <Link
+              href={openFullChat()}
+              onClick={onClose}
+              title="Open full chat"
+              className="flex h-7 w-7 items-center justify-center rounded-full text-white/50 transition-colors hover:bg-white/10 hover:text-white"
+            >
+              <Maximize2 className="h-3.5 w-3.5" />
+            </Link>
+            <button
+              type="button"
+              onClick={onClose}
+              className="flex h-7 w-7 items-center justify-center rounded-full text-white/50 transition-colors hover:bg-white/10 hover:text-white"
+              aria-label="Close"
+            >
+              <ChevronDown className="h-4 w-4" />
+            </button>
+          </div>
+        </div>
+
+        {/* avatar + title row */}
+        <div className="mt-3 flex items-center gap-3">
+          <ChatAssistantAvatar size="lg" />
+          <div className="min-w-0 flex-1">
+            <p className="text-sm font-semibold text-white">{assistantName}</p>
+            <p className="truncate text-[11px] text-white/50">
+              {resolving ? (
+                <span className="flex items-center gap-1">
+                  <Loader2 className="h-2.5 w-2.5 animate-spin" />
+                  Resolving…
+                </span>
+              ) : (propertyName ?? domain) ? (
+                propertyName ?? domain
+              ) : (
+                'Ask me anything'
+              )}
+            </p>
+          </div>
+          {llmEnabled ? (
+            <div className="flex shrink-0 flex-col items-end gap-1">
+              <ChatProviderPicker
+                provider={String(llmConfigState.llm_provider || 'none')}
+                disabled={busy}
+                menuPlacement="below"
+                triggerClassName={FAB_PICKER_TRIGGER_CLASS}
+              />
+              <ChatModelPicker
+                provider={String(llmConfigState.llm_provider || 'none')}
+                model={String(llmConfigState.llm_model || '')}
+                baseUrl={String(llmConfigState.llm_base_url || '')}
+                disabled={busy}
+                menuPlacement="below"
+                triggerClassName={FAB_PICKER_TRIGGER_CLASS}
+              />
+            </div>
+          ) : null}
+        </div>
+      </div>
+
+      {/* ── Body ───────────────────────────────────────────── */}
+      <div className="flex min-h-0 flex-1 flex-col bg-[var(--app-bg-elevated)]">
+        <div className="flex-1 overflow-y-auto px-4 py-4 space-y-4">
+
+          {/* Empty state */}
+          {isEmpty && (
+            <div className="flex flex-col gap-4">
+              <p className="text-center text-[12px] text-muted-foreground pt-2">
+                {domain ? `Ask anything about ${domain}` : c.emptyHint}
+              </p>
+              <div className="grid grid-cols-2 gap-2">
+                {QUICK_PROMPTS.map((prompt) => (
+                  <button
+                    key={prompt}
+                    type="button"
+                    onClick={() => sendMessage(prompt)}
+                    disabled={busy}
+                    className="rounded-xl border border-default/60 bg-[var(--chat-surface)]/30 px-3 py-2.5 text-left text-[12px] text-muted-foreground transition-all hover:border-blue-500/50 hover:bg-[var(--chat-surface)]/70 hover:text-foreground disabled:opacity-40"
+                  >
+                    {prompt}
+                  </button>
+                ))}
+              </div>
+            </div>
+          )}
+
+          {/* Messages */}
+          {messages.map((msg) => (
+            <div
+              key={msg.id}
+              className={`flex gap-2 ${msg.role === 'user' ? 'justify-end' : 'items-end justify-start'}`}
+            >
+              {msg.role === 'assistant' && <ChatAssistantAvatar size="sm" />}
+
+              {msg.role === 'user' ? (
+                <div className="max-w-[82%] rounded-2xl rounded-br-none bg-blue-600 px-4 py-2.5 text-[13px] leading-relaxed text-white shadow-sm">
+                  {msg.content}
+                </div>
+              ) : (
+                <div
+                  className={`max-w-[82%] rounded-2xl rounded-bl-none px-4 py-3 shadow-sm ${
+                    msg.error
+                      ? 'border border-red-500/25 bg-red-500/10 text-[13px] text-red-400'
+                      : 'bg-gray-900 text-foreground'
+                  }`}
+                >
+                  {msg.toolStatus && (
+                    <div className="mb-2 flex items-center gap-2 text-[11px] text-muted-foreground">
+                      <Loader2 className="h-3 w-3 animate-spin" />
+                      {msg.toolStatus}
+                    </div>
+                  )}
+
+                  {msg.narrative && (
+                    <div className="mb-3 space-y-2">
+                      {msg.narrative.power_insights.map((insight, i) => (
+                        <p key={i} className="text-[13px] text-foreground/90">{insight}</p>
+                      ))}
+                      {msg.narrative.recommended_actions.length > 0 && (
+                        <ul className="mt-2 space-y-1">
+                          {msg.narrative.recommended_actions.map((action, i) => (
+                            <li key={i} className="flex items-start gap-2 text-[12px] text-muted-foreground">
+                              <span className="mt-1 h-1.5 w-1.5 shrink-0 rounded-full bg-blue-500" />
+                              {action}
+                            </li>
+                          ))}
+                        </ul>
+                      )}
+                    </div>
+                  )}
+
+                  {msg.content ? (
+                    <ChatMarkdown content={msg.content} streaming={msg.streaming} />
+                  ) : !msg.toolStatus && !msg.narrative ? (
+                    <div className="flex gap-1 py-1">
+                      <span className="h-1.5 w-1.5 animate-bounce rounded-full bg-white/40 [animation-delay:0ms]" />
+                      <span className="h-1.5 w-1.5 animate-bounce rounded-full bg-white/40 [animation-delay:150ms]" />
+                      <span className="h-1.5 w-1.5 animate-bounce rounded-full bg-white/40 [animation-delay:300ms]" />
+                    </div>
+                  ) : null}
+
+                  {!msg.streaming && !msg.content && msg.narrative && (
+                    <Link
+                      href={openFullChat()}
+                      onClick={onClose}
+                      className="mt-2 flex items-center gap-1 text-[11px] text-blue-400 hover:text-blue-300"
+                    >
+                      See full results in chat
+                      <ArrowUpRight className="h-3 w-3" />
+                    </Link>
+                  )}
+                </div>
+              )}
+            </div>
+          ))}
+
+          <div ref={bottomRef} />
+        </div>
+
+        {/* ── Composer ─────────────────────────────────────── */}
+        <div className="shrink-0 border-t border-default/50">
+          <ChatComposer onSend={sendMessage} busy={busy} variant="compact" placeholder="Ask me anything…" />
+        </div>
+      </div>
+    </div>
+  );
+}
diff --git a/web/src/components/chat/ChatModelPicker.tsx b/web/src/components/chat/ChatModelPicker.tsx
index 392b040d..aebff8eb 100644
--- a/web/src/components/chat/ChatModelPicker.tsx
+++ b/web/src/components/chat/ChatModelPicker.tsx
@@ -25,6 +25,9 @@ export interface ChatModelPickerProps {
   model: string;
   baseUrl?: string;
   disabled?: boolean;
+  /** Opens above (composer) or below (header) the trigger. */
+  menuPlacement?: 'above' | 'below';
+  triggerClassName?: string;
 }
 
 function groupModels(models: OllamaModelEntry[]) {
@@ -72,6 +75,8 @@ export default function ChatModelPicker({
   model,
   baseUrl = 'http://127.0.0.1:11434',
   disabled,
+  menuPlacement = 'above',
+  triggerClassName,
 }: ChatModelPickerProps) {
   const { saveLlmModel, saving } = usePipeline();
   const isOllama = provider === 'ollama';
@@ -135,7 +140,10 @@ export default function ChatModelPicker({
         type="button"
         disabled={busy}
         onClick={() => setOpen((v) => !v)}
-        className="flex max-w-[7rem] items-center gap-1 rounded-full px-2 py-1.5 text-xs text-muted-foreground transition-colors hover:bg-[var(--chat-surface-hover)] hover:text-foreground disabled:opacity-50 sm:max-w-[9rem]"
+        className={
+          triggerClassName ??
+          'flex max-w-[7rem] items-center gap-1 rounded-full px-2 py-1.5 text-xs text-muted-foreground transition-colors hover:bg-[var(--chat-surface-hover)] hover:text-foreground disabled:opacity-50 sm:max-w-[9rem]'
+        }
         aria-expanded={open}
         aria-haspopup="listbox"
         aria-label={c.chooseModel}
@@ -148,13 +156,19 @@ export default function ChatModelPicker({
             aria-hidden
           />
         ) : null}
-        <span className="truncate font-medium text-foreground">{triggerLabel}</span>
+        <span
+          className={`truncate font-medium ${triggerClassName ? 'text-inherit' : 'text-foreground'}`}
+        >
+          {triggerLabel}
+        </span>
         <ChevronDown className={`h-3.5 w-3.5 shrink-0 transition-transform ${open ? 'rotate-180' : ''}`} />
       </button>
 
       {open ? (
         <div
-          className="absolute bottom-full right-0 z-50 mb-2 flex max-h-[min(24rem,60vh)] w-[min(20rem,calc(100vw-2rem))] flex-col overflow-hidden rounded-2xl border border-default bg-[var(--chat-surface)] shadow-2xl"
+          className={`absolute right-0 z-50 flex max-h-[min(24rem,60vh)] w-[min(20rem,calc(100vw-2rem))] flex-col overflow-hidden rounded-2xl border border-default bg-[var(--chat-surface)] shadow-2xl ${
+            menuPlacement === 'below' ? 'top-full mt-2' : 'bottom-full mb-2'
+          }`}
           role="listbox"
         >
           {isOllama && connected && models.length ? (
diff --git a/web/src/components/chat/ChatProviderPicker.tsx b/web/src/components/chat/ChatProviderPicker.tsx
index 0b5385b5..16ef5b7c 100644
--- a/web/src/components/chat/ChatProviderPicker.tsx
+++ b/web/src/components/chat/ChatProviderPicker.tsx
@@ -20,13 +20,21 @@ const CHAT_PROVIDER_OPTIONS = [
 export interface ChatProviderPickerProps {
   provider: string;
   disabled?: boolean;
+  /** Opens above (composer) or below (header) the trigger. */
+  menuPlacement?: 'above' | 'below';
+  triggerClassName?: string;
 }
 
 function providerLabel(value: string): string {
   return CHAT_PROVIDER_OPTIONS.find((opt) => opt.value === value)?.label ?? value;
 }
 
-export default function ChatProviderPicker({ provider, disabled }: ChatProviderPickerProps) {
+export default function ChatProviderPicker({
+  provider,
+  disabled,
+  menuPlacement = 'above',
+  triggerClassName,
+}: ChatProviderPickerProps) {
   const { saveLlmProvider, saving } = usePipeline();
   const [open, setOpen] = useState(false);
   const [saveError, setSaveError] = useState('');
@@ -68,18 +76,27 @@ export default function ChatProviderPicker({ provider, disabled }: ChatProviderP
         type="button"
         disabled={busy}
         onClick={() => setOpen((v) => !v)}
-        className="flex max-w-[6.5rem] items-center gap-1 rounded-full px-2 py-1.5 text-xs text-muted-foreground transition-colors hover:bg-[var(--chat-surface-hover)] hover:text-foreground disabled:opacity-50 sm:max-w-[8.5rem]"
+        className={
+          triggerClassName ??
+          'flex max-w-[6.5rem] items-center gap-1 rounded-full px-2 py-1.5 text-xs text-muted-foreground transition-colors hover:bg-[var(--chat-surface-hover)] hover:text-foreground disabled:opacity-50 sm:max-w-[8.5rem]'
+        }
         aria-expanded={open}
         aria-haspopup="listbox"
         aria-label={c.chooseProvider}
       >
-        <span className="truncate font-medium text-foreground">{providerLabel(provider)}</span>
+        <span
+          className={`truncate font-medium ${triggerClassName ? 'text-inherit' : 'text-foreground'}`}
+        >
+          {providerLabel(provider)}
+        </span>
         <ChevronDown className={`h-3.5 w-3.5 shrink-0 transition-transform ${open ? 'rotate-180' : ''}`} />
       </button>
 
       {open ? (
         <div
-          className="absolute bottom-full right-0 z-50 mb-2 w-[min(14rem,calc(100vw-2rem))] overflow-hidden rounded-2xl border border-default bg-[var(--chat-surface)] shadow-2xl"
+          className={`absolute right-0 z-50 w-[min(14rem,calc(100vw-2rem))] overflow-hidden rounded-2xl border border-default bg-[var(--chat-surface)] shadow-2xl ${
+            menuPlacement === 'below' ? 'top-full mt-2' : 'bottom-full mb-2'
+          }`}
           role="listbox"
         >
           <ul className="max-h-[min(16rem,50vh)] overflow-y-auto p-1">
diff --git a/web/src/components/chat/ChatSidebar.tsx b/web/src/components/chat/ChatSidebar.tsx
index f80ea3cb..98ffbcdf 100644
--- a/web/src/components/chat/ChatSidebar.tsx
+++ b/web/src/components/chat/ChatSidebar.tsx
@@ -92,6 +92,13 @@ function SettingsMenu({ onClose }: { onClose: () => void }) {
       >
         {c.aiSettingsLink}
       </Link>
+      <Link
+        href="/pipeline?group=content-ai"
+        className="block rounded-lg px-2 py-1.5 text-xs text-link hover:bg-[var(--chat-surface-hover)]"
+        onClick={onClose}
+      >
+        {c.assistantAppearanceLink}
+      </Link>
     </div>
   );
 }
diff --git a/web/src/hooks/useChatFabPopup.ts b/web/src/hooks/useChatFabPopup.ts
new file mode 100644
index 00000000..77297a4a
--- /dev/null
+++ b/web/src/hooks/useChatFabPopup.ts
@@ -0,0 +1,257 @@
+'use client';
+
+import { useCallback, useRef, useState } from 'react';
+import { consumeChatSse, type ChatSseEvent } from '@/components/chat/parseChatSse';
+import type { ChatNarrative } from '@/types/chatNarrative';
+
+export interface FabChatMessage {
+  id: string;
+  role: 'user' | 'assistant';
+  content: string;
+  streaming?: boolean;
+  error?: boolean;
+  toolStatus?: string;
+  narrative?: ChatNarrative;
+}
+
+export interface UseChatFabPopupReturn {
+  messages: FabChatMessage[];
+  busy: boolean;
+  propertyId: number | null;
+  propertyName: string | null;
+  resolving: boolean;
+  sendMessage: (text: string) => void;
+  reset: () => void;
+  openFullChat: () => string;
+}
+
+function makeId(): string {
+  return `${Date.now()}-${Math.random().toString(36).slice(2, 7)}`;
+}
+
+export function useChatFabPopup(domain: string | null): UseChatFabPopupReturn {
+  const [messages, setMessages] = useState<FabChatMessage[]>([]);
+  const [busy, setBusy] = useState(false);
+  const [propertyId, setPropertyId] = useState<number | null>(null);
+  const [propertyName, setPropertyName] = useState<string | null>(null);
+  const [resolving, setResolving] = useState(false);
+  const sessionIdRef = useRef<number | null>(null);
+  const propertyIdRef = useRef<number | null>(null);
+  const abortRef = useRef<AbortController | null>(null);
+
+  const resolveProperty = useCallback(async (): Promise<number | null> => {
+    if (propertyIdRef.current) return propertyIdRef.current;
+    if (!domain) return null;
+    setResolving(true);
+    try {
+      const res = await fetch('/api/properties');
+      const data = (await res.json()) as {
+        properties?: Array<{ id: number; canonical_domain?: string; name?: string }>;
+      };
+      const match = (data.properties ?? []).find(
+        (p) =>
+          (p.canonical_domain ?? '').toLowerCase() === domain.toLowerCase(),
+      );
+      if (match) {
+        propertyIdRef.current = match.id;
+        setPropertyId(match.id);
+        setPropertyName(match.name ?? domain);
+        return match.id;
+      }
+    } catch {
+      /* ignore */
+    } finally {
+      setResolving(false);
+    }
+    return null;
+  }, [domain]);
+
+  const ensureSession = useCallback(async (pid: number): Promise<number | null> => {
+    if (sessionIdRef.current) return sessionIdRef.current;
+    try {
+      const res = await fetch('/api/chat/sessions', {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({ propertyId: pid, title: 'Quick chat' }),
+      });
+      const data = (await res.json()) as { id?: number };
+      if (data.id) {
+        sessionIdRef.current = data.id;
+        return data.id;
+      }
+    } catch {
+      /* ignore */
+    }
+    return null;
+  }, []);
+
+  const sendMessage = useCallback(
+    (text: string) => {
+      if (!text.trim() || busy) return;
+
+      const userMsg: FabChatMessage = { id: makeId(), role: 'user', content: text };
+      const assistantId = makeId();
+      const assistantMsg: FabChatMessage = {
+        id: assistantId,
+        role: 'assistant',
+        content: '',
+        streaming: true,
+      };
+
+      setMessages((prev) => [...prev, userMsg, assistantMsg]);
+      setBusy(true);
+
+      const controller = new AbortController();
+      abortRef.current = controller;
+
+      (async () => {
+        try {
+          const pid = await resolveProperty();
+          if (!pid) {
+            setMessages((prev) =>
+              prev.map((m) =>
+                m.id === assistantId
+                  ? {
+                      ...m,
+                      content: 'Could not find a property for this domain. Open the full chat to select one.',
+                      streaming: false,
+                      error: true,
+                    }
+                  : m,
+              ),
+            );
+            setBusy(false);
+            return;
+          }
+
+          const sid = await ensureSession(pid);
+          if (!sid) {
+            setMessages((prev) =>
+              prev.map((m) =>
+                m.id === assistantId
+                  ? { ...m, content: 'Could not create a chat session.', streaming: false, error: true }
+                  : m,
+              ),
+            );
+            setBusy(false);
+            return;
+          }
+
+          const res = await fetch('/api/chat', {
+            method: 'POST',
+            headers: { 'Content-Type': 'application/json' },
+            body: JSON.stringify({ sessionId: sid, propertyId: pid, message: text }),
+            signal: controller.signal,
+          });
+
+          if (!res.ok) {
+            throw new Error(`HTTP ${res.status}`);
+          }
+
+          let lastNarrative: ChatNarrative | null = null;
+
+          await consumeChatSse(res, (evt: ChatSseEvent) => {
+            if (evt.type === 'token') {
+              setMessages((prev) =>
+                prev.map((m) =>
+                  m.id === assistantId ? { ...m, content: m.content + evt.text } : m,
+                ),
+              );
+            } else if (evt.type === 'status') {
+              setMessages((prev) =>
+                prev.map((m) =>
+                  m.id === assistantId
+                    ? { ...m, toolStatus: evt.detail || evt.phase || 'Working…' }
+                    : m,
+                ),
+              );
+            } else if (evt.type === 'tool_start') {
+              setMessages((prev) =>
+                prev.map((m) =>
+                  m.id === assistantId
+                    ? { ...m, toolStatus: `Running ${evt.name ?? 'tool'}…` }
+                    : m,
+                ),
+              );
+            } else if (evt.type === 'tool_end') {
+              setMessages((prev) =>
+                prev.map((m) =>
+                  m.id === assistantId ? { ...m, toolStatus: undefined } : m,
+                ),
+              );
+            } else if (evt.type === 'narrative') {
+              lastNarrative = evt.narrative;
+              setMessages((prev) =>
+                prev.map((m) =>
+                  m.id === assistantId
+                    ? { ...m, narrative: evt.narrative, toolStatus: undefined }
+                    : m,
+                ),
+              );
+            } else if (evt.type === 'done' || evt.type === 'partial_done') {
+              setMessages((prev) =>
+                prev.map((m) =>
+                  m.id === assistantId
+                    ? { ...m, streaming: false, toolStatus: undefined }
+                    : m,
+                ),
+              );
+            } else if (evt.type === 'error') {
+              setMessages((prev) =>
+                prev.map((m) =>
+                  m.id === assistantId
+                    ? {
+                        ...m,
+                        content: evt.message || 'An error occurred.',
+                        streaming: false,
+                        error: true,
+                        toolStatus: undefined,
+                      }
+                    : m,
+                ),
+              );
+            }
+          });
+
+          // Ensure streaming flag is cleared even if done event was missed
+          setMessages((prev) =>
+            prev.map((m) =>
+              m.id === assistantId
+                ? { ...m, streaming: false, toolStatus: undefined, narrative: lastNarrative ?? m.narrative }
+                : m,
+            ),
+          );
+        } catch (err: unknown) {
+          const e = err as Error;
+          if (e.name === 'AbortError') return;
+          setMessages((prev) =>
+            prev.map((m) =>
+              m.id === assistantId
+                ? { ...m, content: 'Connection error. Please try again.', streaming: false, error: true }
+                : m,
+            ),
+          );
+        } finally {
+          setBusy(false);
+        }
+      })();
+    },
+    [busy, resolveProperty, ensureSession],
+  );
+
+  const reset = useCallback(() => {
+    abortRef.current?.abort();
+    abortRef.current = null;
+    sessionIdRef.current = null;
+    setMessages([]);
+    setBusy(false);
+  }, []);
+
+  const openFullChat = useCallback((): string => {
+    const trimmed = (domain ?? '').trim();
+    if (!trimmed) return '/chat';
+    return `/chat?domain=${encodeURIComponent(trimmed)}`;
+  }, [domain]);
+
+  return { messages, busy, propertyId, propertyName, resolving, sendMessage, reset, openFullChat };
+}
diff --git a/web/src/lib/chatAssistantBranding.test.ts b/web/src/lib/chatAssistantBranding.test.ts
new file mode 100644
index 00000000..71e74d50
--- /dev/null
+++ b/web/src/lib/chatAssistantBranding.test.ts
@@ -0,0 +1,28 @@
+import { describe, expect, it } from 'vitest';
+import {
+  DEFAULT_CHAT_ASSISTANT_AVATAR,
+  DEFAULT_CHAT_ASSISTANT_NAME,
+  resolveChatAssistantAvatarUrl,
+  resolveChatAssistantName,
+  shouldInvertAssistantAvatar,
+} from '@/lib/chatAssistantBranding';
+
+describe('chatAssistantBranding', () => {
+  it('falls back to defaults when values are blank', () => {
+    expect(resolveChatAssistantName('')).toBe(DEFAULT_CHAT_ASSISTANT_NAME);
+    expect(resolveChatAssistantAvatarUrl('')).toBe(DEFAULT_CHAT_ASSISTANT_AVATAR);
+  });
+
+  it('preserves custom name and avatar URL', () => {
+    expect(resolveChatAssistantName('  Site Coach  ')).toBe('Site Coach');
+    expect(resolveChatAssistantAvatarUrl('https://codefrydev.in/images/IconCodefrydev.svg')).toBe(
+      'https://codefrydev.in/images/IconCodefrydev.svg',
+    );
+  });
+
+  it('inverts SVG avatars for the blue badge', () => {
+    expect(shouldInvertAssistantAvatar(DEFAULT_CHAT_ASSISTANT_AVATAR)).toBe(true);
+    expect(shouldInvertAssistantAvatar('https://codefrydev.in/images/IconCodefrydev.svg')).toBe(true);
+    expect(shouldInvertAssistantAvatar('https://example.com/avatar.png')).toBe(false);
+  });
+});
diff --git a/web/src/lib/chatAssistantBranding.ts b/web/src/lib/chatAssistantBranding.ts
new file mode 100644
index 00000000..4c245830
--- /dev/null
+++ b/web/src/lib/chatAssistantBranding.ts
@@ -0,0 +1,24 @@
+export const DEFAULT_CHAT_ASSISTANT_NAME = 'AI Assistant';
+export const DEFAULT_CHAT_ASSISTANT_AVATAR = '/logo.svg';
+
+export function resolveChatAssistantName(value: string | undefined): string {
+  const trimmed = String(value ?? '').trim();
+  return trimmed || DEFAULT_CHAT_ASSISTANT_NAME;
+}
+
+export function resolveChatAssistantAvatarUrl(value: string | undefined): string {
+  const trimmed = String(value ?? '').trim();
+  return trimmed || DEFAULT_CHAT_ASSISTANT_AVATAR;
+}
+
+/** Black SVG marks need inversion on the blue avatar circle. */
+export function shouldInvertAssistantAvatar(url: string): boolean {
+  const trimmed = url.trim();
+  if (!trimmed || trimmed === DEFAULT_CHAT_ASSISTANT_AVATAR) return true;
+  try {
+    const path = trimmed.startsWith('http') ? new URL(trimmed).pathname : trimmed;
+    return path.toLowerCase().endsWith('.svg');
+  } catch {
+    return trimmed.toLowerCase().endsWith('.svg');
+  }
+}
diff --git a/web/src/lib/llmConfigSchema.ts b/web/src/lib/llmConfigSchema.ts
index 260b9922..10309f2e 100644
--- a/web/src/lib/llmConfigSchema.ts
+++ b/web/src/lib/llmConfigSchema.ts
@@ -103,6 +103,21 @@ export const LLM_CONFIG_SECTIONS = [
     id: 'llm_chat',
     label: 'Chat agent',
     fields: [
+      {
+        key: 'llm_chat_assistant_name',
+        label: 'Assistant name',
+        type: 'text',
+        defaultValue: 'AI Assistant',
+        help: 'Shown in the floating chat popup and full chat header.',
+      },
+      {
+        key: 'llm_chat_assistant_avatar_url',
+        label: 'Assistant avatar URL',
+        type: 'text',
+        defaultValue: '',
+        placeholder: '/logo.svg or https://example.com/avatar.svg',
+        help: 'Image URL for the assistant avatar. Leave blank to use the default Site Audit logo.',
+      },
       {
         key: 'llm_chat_unlimited_tool_rounds',
         label: 'Extended tool rounds (chat)',
diff --git a/web/src/strings.json b/web/src/strings.json
index 493e57ae..986df57d 100644
--- a/web/src/strings.json
+++ b/web/src/strings.json
@@ -4476,6 +4476,7 @@
       "aiDisabledHint": "Enable AI insights and configure a provider in Run audit → AI settings.",
       "openAiSettings": "Open AI settings",
       "aiSettingsLink": "AI settings",
+      "assistantAppearanceLink": "Assistant appearance",
       "sessionError": "Could not create chat session",
       "agentError": "The assistant encountered an error",
       "ollamaLabel": "Ollama",

From fbf29b9e3ebba265adcdce23d280a178a76f8f78 Mon Sep 17 00:00:00 2001
From: PrashantUnity <priyadarshisadiku@gmail.com>
Date: Sat, 20 Jun 2026 20:23:47 +0530
Subject: [PATCH 5/7] Make Ui the Ways you Like

---
 alembic/versions/024_app_settings.py          |  30 ++
 web/app/api/app-settings/route.ts             |  61 +++
 web/app/client-providers.tsx                  |   3 +
 web/app/globals.css                           | 111 ++--
 web/app/layout.tsx                            |  36 +-
 web/app/settings/page.tsx                     |   7 +
 web/src/components/AppLogo.tsx                |  16 +-
 web/src/components/AppShell.tsx               |  18 +-
 .../components/chat/ChatAssistantAvatar.tsx   |   4 +-
 web/src/components/chat/ChatFab.tsx           |   2 +-
 web/src/components/chat/ChatFabDrawer.tsx     |  56 +-
 web/src/components/chat/ChatSidebar.tsx       |   9 +-
 .../components/overview/OverviewChartsTab.tsx |  23 -
 web/src/components/secrets/SecretsSidebar.tsx |   9 +-
 .../components/settings/AppearancePanel.tsx   | 484 ++++++++++++++++++
 web/src/components/settings/BrandingPanel.tsx | 315 ++++++++++++
 .../components/settings/ChatSettingsPanel.tsx | 303 +++++++++++
 web/src/components/settings/DefaultsPanel.tsx |  91 ++++
 web/src/components/settings/LayoutPanel.tsx   |  99 ++++
 .../components/settings/SettingsSidebar.tsx   | 258 ++++++++++
 web/src/components/settings/WritingPanel.tsx  | 106 ++++
 web/src/context/BrandingContext.ts            |  27 +
 web/src/context/BrandingProvider.tsx          |  78 +++
 web/src/context/ThemeProvider.tsx             | 120 ++++-
 web/src/context/customThemeUtils.ts           | 115 +++++
 web/src/context/themeContext.ts               |  11 +
 web/src/context/useBranding.ts                |   6 +
 web/src/lib/appNav.ts                         |  38 +-
 web/src/lib/defaultViewPref.ts                |  30 ++
 web/src/lib/themeTokens.ts                    | 191 +++++++
 web/src/lib/uiPrefsTokens.ts                  | 193 +++++++
 web/src/server/appSettings.ts                 |  34 ++
 web/src/strings.json                          |  60 +++
 web/src/views/Home.tsx                        |   3 +-
 web/src/views/Settings.tsx                    |  44 ++
 35 files changed, 2886 insertions(+), 105 deletions(-)
 create mode 100644 alembic/versions/024_app_settings.py
 create mode 100644 web/app/api/app-settings/route.ts
 create mode 100644 web/app/settings/page.tsx
 create mode 100644 web/src/components/settings/AppearancePanel.tsx
 create mode 100644 web/src/components/settings/BrandingPanel.tsx
 create mode 100644 web/src/components/settings/ChatSettingsPanel.tsx
 create mode 100644 web/src/components/settings/DefaultsPanel.tsx
 create mode 100644 web/src/components/settings/LayoutPanel.tsx
 create mode 100644 web/src/components/settings/SettingsSidebar.tsx
 create mode 100644 web/src/components/settings/WritingPanel.tsx
 create mode 100644 web/src/context/BrandingContext.ts
 create mode 100644 web/src/context/BrandingProvider.tsx
 create mode 100644 web/src/context/customThemeUtils.ts
 create mode 100644 web/src/context/useBranding.ts
 create mode 100644 web/src/lib/defaultViewPref.ts
 create mode 100644 web/src/lib/themeTokens.ts
 create mode 100644 web/src/lib/uiPrefsTokens.ts
 create mode 100644 web/src/server/appSettings.ts
 create mode 100644 web/src/views/Settings.tsx

diff --git a/alembic/versions/024_app_settings.py b/alembic/versions/024_app_settings.py
new file mode 100644
index 00000000..f427784d
--- /dev/null
+++ b/alembic/versions/024_app_settings.py
@@ -0,0 +1,30 @@
+"""Add app_settings table for generic application-level key-value settings.
+
+Used to persist appearance customisations (custom color palette, etc.) and
+any future app-level preferences that have no dedicated table.
+
+Revision ID: 024_app_settings
+Revises: 023_crawl_page_markdown
+"""
+from __future__ import annotations
+
+from alembic import op
+
+revision = "024_app_settings"
+down_revision = "023_crawl_page_markdown"
+branch_labels = None
+depends_on = None
+
+
+def upgrade() -> None:
+    op.execute("""
+        CREATE TABLE app_settings (
+            key         TEXT        NOT NULL PRIMARY KEY,
+            value       TEXT        NOT NULL DEFAULT '',
+            updated_at  TIMESTAMPTZ NOT NULL DEFAULT now()
+        )
+    """)
+
+
+def downgrade() -> None:
+    op.execute("DROP TABLE IF EXISTS app_settings")
diff --git a/web/app/api/app-settings/route.ts b/web/app/api/app-settings/route.ts
new file mode 100644
index 00000000..1b28bd8d
--- /dev/null
+++ b/web/app/api/app-settings/route.ts
@@ -0,0 +1,61 @@
+import { NextResponse, type NextRequest } from 'next/server';
+import { forbiddenIfNotLocal } from '@/server/localOnly';
+import { loadAppSetting, saveAppSetting } from '@/server/appSettings';
+import type { ApiRouteHandler } from '@/types/api';
+
+export const runtime = 'nodejs';
+
+/** GET /api/app-settings?key=<key> — Returns { key, value } or { key, value: null }. */
+export const GET: ApiRouteHandler = async (request: NextRequest): Promise<Response> => {
+  const denied = forbiddenIfNotLocal(request);
+  if (denied) return denied;
+
+  const key = request.nextUrl.searchParams.get('key');
+  if (!key || typeof key !== 'string' || key.trim() === '') {
+    return NextResponse.json({ error: 'Missing key query parameter' }, { status: 400 });
+  }
+
+  try {
+    const value = await loadAppSetting(key.trim());
+    return NextResponse.json({ key: key.trim(), value });
+  } catch (e) {
+    const msg = e instanceof Error ? e.message : String(e);
+    return NextResponse.json({ error: msg }, { status: 500 });
+  }
+};
+
+/** PUT /api/app-settings — Body: { key: string; value: string } */
+export const PUT: ApiRouteHandler = async (request: NextRequest): Promise<Response> => {
+  const denied = forbiddenIfNotLocal(request);
+  if (denied) return denied;
+
+  let body: unknown;
+  try {
+    body = await request.json();
+  } catch {
+    return NextResponse.json({ error: 'Invalid JSON body' }, { status: 400 });
+  }
+
+  if (
+    typeof body !== 'object' ||
+    body === null ||
+    typeof (body as Record<string, unknown>).key !== 'string' ||
+    typeof (body as Record<string, unknown>).value !== 'string'
+  ) {
+    return NextResponse.json({ error: 'Body must be { key: string; value: string }' }, { status: 400 });
+  }
+
+  const { key, value } = body as { key: string; value: string };
+
+  if (key.trim() === '') {
+    return NextResponse.json({ error: 'key must not be empty' }, { status: 400 });
+  }
+
+  try {
+    await saveAppSetting(key.trim(), value);
+    return NextResponse.json({ ok: true });
+  } catch (e) {
+    const msg = e instanceof Error ? e.message : String(e);
+    return NextResponse.json({ error: msg }, { status: 500 });
+  }
+};
diff --git a/web/app/client-providers.tsx b/web/app/client-providers.tsx
index 46d3ec0a..ef430a5f 100644
--- a/web/app/client-providers.tsx
+++ b/web/app/client-providers.tsx
@@ -5,6 +5,7 @@ import '@/patchConsole';
 import { ThemeProvider } from '@/context/ThemeProvider';
 import { PipelineProvider } from '@/context/PipelineContext';
 import { SessionProvider } from '@/context/SessionContext';
+import BrandingProvider from '@/context/BrandingProvider';
 import ChatFab from '@/components/chat/ChatFab';
 import PipelineRunnerFab from '@/components/pipeline/PipelineRunnerFab';
 import AppLoadingScreen from '@/components/AppLoadingScreen';
@@ -16,6 +17,7 @@ function LoadingFallback() {
 export default function ClientProviders({ children }: { children: ReactNode }): ReactNode {
   return (
     <ThemeProvider>
+      <BrandingProvider>
       <SessionProvider>
         <Suspense fallback={<LoadingFallback />}>
           <PipelineProvider>
@@ -25,6 +27,7 @@ export default function ClientProviders({ children }: { children: ReactNode }):
           </PipelineProvider>
         </Suspense>
       </SessionProvider>
+      </BrandingProvider>
     </ThemeProvider>
   );
 }
diff --git a/web/app/globals.css b/web/app/globals.css
index 56c25ddc..e5840bbd 100644
--- a/web/app/globals.css
+++ b/web/app/globals.css
@@ -14,20 +14,21 @@
   --app-bg-muted: #f1f5f9;
   /* Image placeholders / sunken panels (maps to Tailwind brand-950) */
   --app-bg-sunken: #e2e8f0;
-  --app-border: rgba(15, 23, 42, 0.14);
-  --app-border-muted: rgba(15, 23, 42, 0.09);
+  /* Derived border/track/overlay from editable heading token so custom palette auto-follows */
+  --app-border: color-mix(in srgb, var(--app-text-heading) 14%, transparent);
+  --app-border-muted: color-mix(in srgb, var(--app-text-heading) 9%, transparent);
   --app-text: #334155;
   --app-text-heading: #0f172a;
   --app-text-subtle: #526077;
-  --app-input: #ffffff;
-  --app-track: rgba(15, 23, 42, 0.08);
-  --app-overlay: rgba(15, 23, 42, 0.45);
-  --scrollbar-track: #f1f5f9;
+  --app-input: var(--app-bg-elevated);
+  --app-track: color-mix(in srgb, var(--app-text-heading) 8%, transparent);
+  --app-overlay: color-mix(in srgb, var(--app-text-heading) 45%, transparent);
+  --scrollbar-track: var(--app-bg-muted);
   --scrollbar-thumb: #cbd5e1;
   --chart-grid: rgba(148, 163, 184, 0.4);
   --chart-legend: #64748b;
   --chart-title: #64748b;
-  --code-bg: #f1f5f9;
+  --code-bg: var(--app-bg-muted);
   --shadow-elevated:
     rgba(15, 23, 42, 0.06) 0 10px 15px -3px, rgba(15, 23, 42, 0.04) 0 4px 6px -2px;
 
@@ -36,8 +37,9 @@
   --bg: var(--app-bg);
   --border: var(--app-border);
   --accent: #2563eb;
-  --accent-bg: rgba(37, 99, 235, 0.1);
-  --accent-border: rgba(37, 99, 235, 0.45);
+  /* Derived accent alpha tokens — auto-follow when --accent is customized */
+  --accent-bg: color-mix(in srgb, var(--accent) 10%, transparent);
+  --accent-border: color-mix(in srgb, var(--accent) 45%, transparent);
   --social-bg: rgba(241, 245, 249, 0.8);
   --shadow: var(--shadow-elevated);
   /* Links / interactive blue (readable on light surfaces) */
@@ -54,13 +56,37 @@
   --accent-warm: #f97316;
   --accent-warm-soft: #fb923c;
   --accent-2: #8b5cf6;
-  --surface-warm: rgba(249, 115, 22, 0.06);
+  --surface-warm: color-mix(in srgb, var(--accent-warm) 6%, transparent);
 
   /* Elevation scale (depth) */
   --elevation-1: 0 1px 2px rgba(15, 23, 42, 0.06);
   --elevation-2: 0 6px 16px -4px rgba(15, 23, 42, 0.1);
   --elevation-3: 0 16px 36px -8px rgba(15, 23, 42, 0.18);
 
+  /* Semantic status / severity colors */
+  --color-danger: #ef4444;
+  --color-danger-bg: color-mix(in srgb, #ef4444 10%, transparent);
+  --color-danger-border: color-mix(in srgb, #ef4444 35%, transparent);
+  --color-warning: #f59e0b;
+  --color-warning-bg: color-mix(in srgb, #f59e0b 10%, transparent);
+  --color-warning-border: color-mix(in srgb, #f59e0b 35%, transparent);
+  --color-success: #22c55e;
+  --color-success-bg: color-mix(in srgb, #22c55e 10%, transparent);
+  --color-success-border: color-mix(in srgb, #22c55e 35%, transparent);
+  --color-info: var(--accent);
+  --color-info-bg: var(--accent-bg);
+  --color-info-border: var(--accent-border);
+
+  /* Chat surface tokens (referenced by components, overridable by user) */
+  --chat-header-bg: #030712;
+  --chat-header-fg: rgba(255, 255, 255, 0.9);
+  --chat-header-fg-muted: rgba(255, 255, 255, 0.5);
+  --chat-user-bubble: var(--accent);
+  --chat-user-bubble-fg: #ffffff;
+  --chat-assistant-bubble: var(--app-bg-sunken);
+  --status-online: #22c55e;
+  --status-online-ping: rgba(34, 197, 94, 0.6);
+
   /* Motion tokens (theme-independent) */
   --ease-out: cubic-bezier(0.16, 1, 0.3, 1);
   --ease-spring: cubic-bezier(0.34, 1.56, 0.64, 1);
@@ -75,15 +101,16 @@ html.dark {
   --app-bg-elevated: #111827;
   --app-bg-muted: #1f2937;
   --app-bg-sunken: #06080f;
-  --app-border: rgba(255, 255, 255, 0.07);
-  --app-border-muted: rgba(255, 255, 255, 0.04);
+  /* Derived border/track/overlay — auto-follow custom --app-text-heading on dark */
+  --app-border: color-mix(in srgb, var(--app-text-heading) 7%, transparent);
+  --app-border-muted: color-mix(in srgb, var(--app-text-heading) 4%, transparent);
   --app-text: #cbd5e1;
   --app-text-heading: #e2e8f0;
   --app-text-subtle: #64748b;
-  --app-input: #0b0f19;
-  --app-track: rgba(255, 255, 255, 0.06);
-  --app-overlay: rgba(0, 0, 0, 0.55);
-  --scrollbar-track: #0b0f19;
+  --app-input: var(--app-bg);
+  --app-track: color-mix(in srgb, var(--app-text-heading) 6%, transparent);
+  --app-overlay: color-mix(in srgb, black 55%, transparent);
+  --scrollbar-track: var(--app-bg);
   --scrollbar-thumb: #374151;
   --chart-grid: rgba(100, 116, 139, 0.45);
   --chart-legend: #94a3b8;
@@ -97,8 +124,9 @@ html.dark {
   --bg: var(--app-bg);
   --border: var(--app-border);
   --accent: #60a5fa;
-  --accent-bg: rgba(96, 165, 250, 0.12);
-  --accent-border: rgba(96, 165, 250, 0.45);
+  /* Derived accent alpha tokens — auto-follow when --accent is customized */
+  --accent-bg: color-mix(in srgb, var(--accent) 12%, transparent);
+  --accent-border: color-mix(in srgb, var(--accent) 45%, transparent);
   --social-bg: rgba(47, 48, 58, 0.5);
   --shadow: var(--shadow-elevated);
   --app-link: #60a5fa;
@@ -114,12 +142,33 @@ html.dark {
   --accent-warm: #fb923c;
   --accent-warm-soft: #fdba74;
   --accent-2: #a78bfa;
-  --surface-warm: rgba(251, 146, 60, 0.08);
+  --surface-warm: color-mix(in srgb, var(--accent-warm) 8%, transparent);
 
   /* Elevation scale — deeper shadows on dark */
   --elevation-1: 0 1px 2px rgba(0, 0, 0, 0.4);
   --elevation-2: 0 6px 16px -4px rgba(0, 0, 0, 0.45);
   --elevation-3: 0 16px 36px -8px rgba(0, 0, 0, 0.55);
+
+  /* Semantic status / severity colors (dark) */
+  --color-danger: #f87171;
+  --color-danger-bg: color-mix(in srgb, #f87171 12%, transparent);
+  --color-danger-border: color-mix(in srgb, #f87171 35%, transparent);
+  --color-warning: #fbbf24;
+  --color-warning-bg: color-mix(in srgb, #fbbf24 12%, transparent);
+  --color-warning-border: color-mix(in srgb, #fbbf24 35%, transparent);
+  --color-success: #4ade80;
+  --color-success-bg: color-mix(in srgb, #4ade80 12%, transparent);
+  --color-success-border: color-mix(in srgb, #4ade80 35%, transparent);
+
+  /* Chat surface tokens (dark) */
+  --chat-header-bg: #030712;
+  --chat-header-fg: rgba(255, 255, 255, 0.9);
+  --chat-header-fg-muted: rgba(255, 255, 255, 0.5);
+  --chat-user-bubble: var(--accent);
+  --chat-user-bubble-fg: #ffffff;
+  --chat-assistant-bubble: var(--app-bg-sunken);
+  --status-online: #4ade80;
+  --status-online-ping: rgba(74, 222, 128, 0.6);
 }
 
 @theme {
@@ -146,6 +195,15 @@ html.dark {
   --color-accent-warm-soft: var(--accent-warm-soft);
   --color-accent-2: var(--accent-2);
 
+  --color-danger: var(--color-danger);
+  --color-warning: var(--color-warning);
+  --color-success: var(--color-success);
+  --color-status-online: var(--status-online);
+
+  --shadow-elevation-1: var(--elevation-1);
+  --shadow-elevation-2: var(--elevation-2);
+  --shadow-elevation-3: var(--elevation-3);
+
   --radius-sm: 0.5rem;
   --radius-card: 1rem;
   --radius-lg: 1.25rem;
@@ -157,7 +215,8 @@ html.dark {
 }
 
 :root {
-  font: 18px/145% var(--font-dm-sans), var(--sans, system-ui, "Segoe UI", Roboto, sans-serif);
+  --font-size-base: 18px;
+  font: var(--font-size-base)/145% var(--font-dm-sans), var(--sans, system-ui, "Segoe UI", Roboto, sans-serif);
   letter-spacing: 0.18px;
   color: var(--text);
   background: var(--bg);
@@ -241,15 +300,9 @@ html:has(.landing-grid-bg) {
 }
 
 .tab-active {
-  background-color: rgba(37, 99, 235, 0.12);
-  border-color: rgba(37, 99, 235, 0.35);
-  color: #2563eb;
-}
-
-html.dark .tab-active {
-  background-color: rgba(59, 130, 246, 0.1);
-  border-color: rgba(59, 130, 246, 0.25);
-  color: #60a5fa;
+  background-color: var(--accent-bg);
+  border-color: var(--accent-border);
+  color: var(--accent);
 }
 
 h1,
diff --git a/web/app/layout.tsx b/web/app/layout.tsx
index 9c4b8ad7..e66a9f2e 100644
--- a/web/app/layout.tsx
+++ b/web/app/layout.tsx
@@ -20,7 +20,39 @@ export const metadata = {
   },
 };
 
-const themeInit = `(function(){try{var v=localStorage.getItem('wp-theme');var d=window.matchMedia('(prefers-color-scheme: dark)').matches;var dark=v==='dark'?true:v==='light'?false:d;if(dark)document.documentElement.classList.add('dark');else document.documentElement.classList.remove('dark');document.documentElement.style.colorScheme=dark?'dark':'light';}catch(e){}})()`;
+const themeInit = `(function(){try{
+var v=localStorage.getItem('wp-theme');
+var d=window.matchMedia('(prefers-color-scheme: dark)').matches;
+var dark=v==='dark'?true:v==='light'?false:d;
+if(dark)document.documentElement.classList.add('dark');
+else document.documentElement.classList.remove('dark');
+document.documentElement.style.colorScheme=dark?'dark':'light';
+var raw=localStorage.getItem('wp-theme-custom:v1');
+if(raw){
+  var ct=JSON.parse(raw);
+  var map=dark?ct.dark:ct.light;
+  if(map&&typeof map==='object'){
+    var el=document.documentElement;
+    Object.keys(map).forEach(function(k){if(map[k])el.style.setProperty(k,map[k]);});
+  }
+}
+var rp=localStorage.getItem('wp-ui-prefs:v1');
+if(rp){
+  var up=JSON.parse(rp);
+  var rv=up.radius;
+  var dv=up.density;
+  var av=up.animations;
+  var rl=document.documentElement;
+  var RVARS={'sharp':{'--radius-sm':'0.125rem','--radius-card':'0.25rem','--radius-lg':'0.375rem','--radius-xl':'0.5rem'},'rounded':{'--radius-sm':'0.75rem','--radius-card':'1.25rem','--radius-lg':'1.75rem','--radius-xl':'2rem'},'pill':{'--radius-sm':'999px','--radius-card':'1.75rem','--radius-lg':'2.5rem','--radius-xl':'3rem'}};
+  var DVARS={'compact':{'--spacing-page-x':'0.75rem','--spacing-page-y':'0.75rem','--spacing-card':'0.75rem'},'spacious':{'--spacing-page-x':'2.5rem','--spacing-page-y':'2.5rem','--spacing-card':'2rem'}};
+  if(RVARS[rv]){Object.keys(RVARS[rv]).forEach(function(k){rl.style.setProperty(k,RVARS[rv][k]);});}
+  if(DVARS[dv]){Object.keys(DVARS[dv]).forEach(function(k){rl.style.setProperty(k,DVARS[dv][k]);});}
+  if(av===false){rl.style.setProperty('--dur-fast','0ms');rl.style.setProperty('--dur-base','1ms');rl.style.setProperty('--dur-slow','1ms');}
+  var fv=up.fontSize;
+  if(fv==='small')rl.style.setProperty('--font-size-base','15px');
+  else if(fv==='large')rl.style.setProperty('--font-size-base','20px');
+}
+}catch(e){}})()`.replace(/\n/g, '');
 
 export default function RootLayout({ children }: { children: ReactNode }): ReactNode {
   return (
@@ -29,7 +61,7 @@ export default function RootLayout({ children }: { children: ReactNode }): React
         <script dangerouslySetInnerHTML={{ __html: themeInit }} />
       </head>
       <body
-        className={`${dmSans.variable} font-sans selection:bg-blue-500/30 overflow-hidden antialiased`}
+        className={`${dmSans.variable} font-sans selection:bg-[var(--accent-bg)] overflow-hidden antialiased`}
       >
         <ChunkLoadRecovery />
         <ClientProviders>{children}</ClientProviders>
diff --git a/web/app/settings/page.tsx b/web/app/settings/page.tsx
new file mode 100644
index 00000000..18c9700a
--- /dev/null
+++ b/web/app/settings/page.tsx
@@ -0,0 +1,7 @@
+import SettingsPage from '@/views/Settings';
+
+export const dynamic = 'force-dynamic';
+
+export default function SettingsRoutePage() {
+  return <SettingsPage />;
+}
diff --git a/web/src/components/AppLogo.tsx b/web/src/components/AppLogo.tsx
index ced9344a..8966a843 100644
--- a/web/src/components/AppLogo.tsx
+++ b/web/src/components/AppLogo.tsx
@@ -1,17 +1,27 @@
+'use client';
+
+import { useBranding } from '@/context/useBranding';
+
 interface AppLogoProps {
   className?: string;
   size?: number;
 }
 
-/** Codefrydev mark — inverted for dark sidebar surfaces. */
+/** App mark. Uses custom logo from branding settings when set; falls back to /logo.svg. */
 export default function AppLogo({ className = '', size = 24 }: AppLogoProps) {
+  const { logoUrl } = useBranding();
+  const src = logoUrl || '/logo.svg';
+  // The default /logo.svg is a black mark — invert it for the dark sidebar.
+  // Custom logos are shown as-is (user chose them).
+  const filter = !logoUrl ? 'shrink-0 brightness-0 invert' : 'shrink-0 object-contain';
+
   return (
     <img
-      src="/logo.svg"
+      src={src}
       alt=""
       width={size}
       height={size}
-      className={`shrink-0 brightness-0 invert ${className}`.trim()}
+      className={`${filter} ${className}`.trim()}
       aria-hidden
     />
   );
diff --git a/web/src/components/AppShell.tsx b/web/src/components/AppShell.tsx
index df54240d..cc061c30 100644
--- a/web/src/components/AppShell.tsx
+++ b/web/src/components/AppShell.tsx
@@ -16,6 +16,7 @@ import IntegrationsModal from '@/components/IntegrationsModal';
 import { Badge, Breadcrumb, ReportSelector } from '@/components';
 import { useReport } from '@/context/useReport';
 import { useSession } from '@/context/SessionContext';
+import { useBranding } from '@/context/useBranding';
 import { strings, format } from '@/lib/strings';
 import { canonicalDomainFromPayload } from '@/lib/domainSlug';
 import { OPEN_INTEGRATIONS } from '@/lib/pipelineJobEvents';
@@ -81,6 +82,7 @@ export default function AppShell({
   const [integrationsToast, setIntegrationsToast] = useState<IntegrationsToast | null>(null);
   const { data, startUrlByRunId } = useReport();
   const { readonly: sessionReadonly } = useSession();
+  const { productName, productSubtitle } = useBranding();
 
   const trailing = searchParams.toString() ? `?${searchParams.toString()}` : '';
   const closeSidebar = () => setSidebarOpen(false);
@@ -193,14 +195,14 @@ export default function AppShell({
               href="/home"
               className={`flex items-center min-w-0 ${sidebarCollapsed ? 'md:justify-center' : ''}`}
               onClick={closeSidebar}
-              title={sidebarCollapsed ? strings.app.productName : undefined}
+              title={sidebarCollapsed ? productName : undefined}
             >
               <AppLogo className={sidebarCollapsed ? 'md:mr-0 mr-3' : 'mr-3'} />
               <div className={`min-w-0 ${sidebarCollapsed ? 'md:hidden' : ''}`}>
                 <div className="font-bold text-bright leading-tight truncate">
-                  {strings.app.productName}
+                  {productName}
                 </div>
-                <div className="text-[11px] text-muted-foreground">{strings.app.productSubtitle}</div>
+                <div className="text-[11px] text-muted-foreground">{productSubtitle}</div>
               </div>
             </Link>
             <button
@@ -256,7 +258,7 @@ export default function AppShell({
                           : 'gap-3 px-3 py-2'
                       } ${
                         isActive
-                          ? 'tab-active bg-blue-500/10 border border-blue-500/25 text-link'
+                          ? 'tab-active text-link'
                           : 'text-muted-foreground hover:text-foreground hover:bg-brand-700/80'
                       }`}
                     >
@@ -291,7 +293,7 @@ export default function AppShell({
                       ) : null}
                       {badgeCount > 0 && sidebarCollapsed ? (
                         <span
-                          className="absolute top-1.5 right-1.5 hidden md:block h-2 w-2 rounded-full bg-red-500"
+                          className="absolute top-1.5 right-1.5 hidden md:block h-2 w-2 rounded-full bg-[var(--color-danger)]"
                           aria-hidden
                         />
                       ) : null}
@@ -311,7 +313,7 @@ export default function AppShell({
               className={`flex items-center ${sidebarCollapsed ? 'gap-3 md:justify-center md:gap-0' : 'gap-3'}`}
             >
               <div
-                className="w-8 h-8 rounded-full bg-blue-600 flex items-center justify-center font-bold text-white text-xs shrink-0"
+                className="w-8 h-8 rounded-full bg-[var(--accent)] flex items-center justify-center font-bold text-white text-xs shrink-0"
                 title={sidebarCollapsed ? auditedHost : undefined}
               >
                 {auditedInitials}
@@ -353,7 +355,7 @@ export default function AppShell({
         {sessionReadonly ? (
           <div
             role="status"
-            className="shrink-0 border-b border-amber-500/30 bg-amber-500/10 px-4 py-2 text-center text-xs text-amber-200 print:hidden"
+            className="shrink-0 border-b border-[var(--color-warning-border)] bg-[var(--color-warning-bg)] px-4 py-2 text-center text-xs text-[var(--color-warning)] print:hidden"
           >
             {strings.app.readonlyBanner}
           </div>
@@ -395,7 +397,7 @@ export default function AppShell({
                   value={searchQuery}
                   onChange={(e) => onSearchChange(e.target.value)}
                   placeholder={strings.app.searchPlaceholder}
-                  className="w-full bg-brand-900 border border-default focus:border-blue-500 rounded-lg pl-10 pr-4 py-2 text-sm outline-none text-foreground transition-all"
+                  className="w-full bg-brand-900 border border-default focus:border-[var(--accent)] rounded-lg pl-10 pr-4 py-2 text-sm outline-none text-foreground transition-all"
                 />
               </div>
             ) : (
diff --git a/web/src/components/chat/ChatAssistantAvatar.tsx b/web/src/components/chat/ChatAssistantAvatar.tsx
index 98da1869..9f5328f9 100644
--- a/web/src/components/chat/ChatAssistantAvatar.tsx
+++ b/web/src/components/chat/ChatAssistantAvatar.tsx
@@ -15,7 +15,7 @@ const SIZE_STYLES: Record<
   { shell: string; image: number; icon: string }
 > = {
   lg: {
-    shell: 'h-11 w-11 shadow-lg ring-2 ring-blue-500/30',
+    shell: 'h-11 w-11 shadow-lg ring-2 ring-[var(--accent-border)]',
     image: 28,
     icon: 'h-6 w-6',
   },
@@ -45,7 +45,7 @@ export default function ChatAssistantAvatar({
 
   return (
     <div
-      className={`flex shrink-0 items-center justify-center rounded-full bg-blue-600 ${dims.shell} ${className}`.trim()}
+      className={`flex shrink-0 items-center justify-center rounded-full bg-[var(--accent)] ${dims.shell} ${className}`.trim()}
     >
       {failed ? (
         <Bot className={`${dims.icon} text-white`} aria-hidden />
diff --git a/web/src/components/chat/ChatFab.tsx b/web/src/components/chat/ChatFab.tsx
index ff0702fd..3c6bc1a6 100644
--- a/web/src/components/chat/ChatFab.tsx
+++ b/web/src/components/chat/ChatFab.tsx
@@ -113,7 +113,7 @@ export default function ChatFab() {
           onClick={handleClick}
           onPointerDown={handlePointerDown}
           style={style}
-          className={`print:hidden fixed z-[100] flex h-14 w-14 items-center justify-center rounded-full bg-blue-600 text-white shadow-lg hover:bg-blue-500 focus:outline-none focus-visible:ring-2 focus-visible:ring-blue-400 focus-visible:ring-offset-2 focus-visible:ring-offset-[var(--app-bg)] touch-none select-none ${
+          className={`print:hidden fixed z-[100] flex h-14 w-14 items-center justify-center rounded-full bg-[var(--accent)] text-white shadow-[var(--elevation-2)] hover:opacity-90 focus:outline-none focus-visible:ring-2 focus-visible:ring-[var(--accent)] focus-visible:ring-offset-2 focus-visible:ring-offset-[var(--app-bg)] touch-none select-none ${
             isDragging ? 'cursor-grabbing scale-105 transition-none' : 'cursor-grab transition-all duration-200 ease-out'
           }`}
           aria-label={s.fabAria}
diff --git a/web/src/components/chat/ChatFabDrawer.tsx b/web/src/components/chat/ChatFabDrawer.tsx
index b6d92bb5..0dadb731 100644
--- a/web/src/components/chat/ChatFabDrawer.tsx
+++ b/web/src/components/chat/ChatFabDrawer.tsx
@@ -72,15 +72,15 @@ export default function ChatFabDrawer({ open, domain, onClose }: ChatFabDrawerPr
       }}
     >
       {/* ── Header ─────────────────────────────────────────── */}
-      <div className="relative shrink-0 bg-gray-950 px-4 pb-4 pt-4">
+      <div className="relative shrink-0 bg-[var(--chat-header-bg)] px-4 pb-4 pt-4">
         {/* top row: status + actions */}
         <div className="flex items-center justify-between">
           <div className="flex items-center gap-2">
             <span className="relative flex h-2.5 w-2.5">
-              <span className="absolute inline-flex h-full w-full animate-ping rounded-full bg-green-400 opacity-60" />
-              <span className="relative inline-flex h-2.5 w-2.5 rounded-full bg-green-500" />
+              <span className="absolute inline-flex h-full w-full animate-ping rounded-full opacity-60" style={{ background: 'var(--status-online-ping)' }} />
+              <span className="relative inline-flex h-2.5 w-2.5 rounded-full" style={{ background: 'var(--status-online)' }} />
             </span>
-            <span className="text-[11px] font-medium text-green-400">Online</span>
+            <span className="text-[11px] font-medium" style={{ color: 'var(--status-online)' }}>Online</span>
           </div>
           <div className="flex items-center gap-1">
             {messages.length > 0 && (
@@ -88,24 +88,24 @@ export default function ChatFabDrawer({ open, domain, onClose }: ChatFabDrawerPr
                 type="button"
                 onClick={reset}
                 title="New conversation"
-                className="flex h-7 w-7 items-center justify-center rounded-full text-white/50 transition-colors hover:bg-white/10 hover:text-white"
-              >
-                <RotateCcw className="h-3.5 w-3.5" />
-              </button>
-            )}
-            <Link
-              href={openFullChat()}
-              onClick={onClose}
-              title="Open full chat"
-              className="flex h-7 w-7 items-center justify-center rounded-full text-white/50 transition-colors hover:bg-white/10 hover:text-white"
+              className="flex h-7 w-7 items-center justify-center rounded-full text-[var(--chat-header-fg-muted)] transition-colors hover:bg-white/10 hover:text-[var(--chat-header-fg)]"
+            >
+              <RotateCcw className="h-3.5 w-3.5" />
+            </button>
+          )}
+          <Link
+            href={openFullChat()}
+            onClick={onClose}
+            title="Open full chat"
+            className="flex h-7 w-7 items-center justify-center rounded-full text-[var(--chat-header-fg-muted)] transition-colors hover:bg-white/10 hover:text-[var(--chat-header-fg)]"
             >
               <Maximize2 className="h-3.5 w-3.5" />
             </Link>
             <button
               type="button"
-              onClick={onClose}
-              className="flex h-7 w-7 items-center justify-center rounded-full text-white/50 transition-colors hover:bg-white/10 hover:text-white"
-              aria-label="Close"
+          onClick={onClose}
+          className="flex h-7 w-7 items-center justify-center rounded-full text-[var(--chat-header-fg-muted)] transition-colors hover:bg-white/10 hover:text-[var(--chat-header-fg)]"
+          aria-label="Close"
             >
               <ChevronDown className="h-4 w-4" />
             </button>
@@ -116,8 +116,8 @@ export default function ChatFabDrawer({ open, domain, onClose }: ChatFabDrawerPr
         <div className="mt-3 flex items-center gap-3">
           <ChatAssistantAvatar size="lg" />
           <div className="min-w-0 flex-1">
-            <p className="text-sm font-semibold text-white">{assistantName}</p>
-            <p className="truncate text-[11px] text-white/50">
+            <p className="text-sm font-semibold text-[var(--chat-header-fg)]">{assistantName}</p>
+            <p className="truncate text-[11px] text-[var(--chat-header-fg-muted)]">
               {resolving ? (
                 <span className="flex items-center gap-1">
                   <Loader2 className="h-2.5 w-2.5 animate-spin" />
@@ -168,7 +168,7 @@ export default function ChatFabDrawer({ open, domain, onClose }: ChatFabDrawerPr
                     type="button"
                     onClick={() => sendMessage(prompt)}
                     disabled={busy}
-                    className="rounded-xl border border-default/60 bg-[var(--chat-surface)]/30 px-3 py-2.5 text-left text-[12px] text-muted-foreground transition-all hover:border-blue-500/50 hover:bg-[var(--chat-surface)]/70 hover:text-foreground disabled:opacity-40"
+                    className="rounded-xl border border-default/60 bg-[var(--chat-surface)]/30 px-3 py-2.5 text-left text-[12px] text-muted-foreground transition-all hover:border-[var(--accent-border)] hover:bg-[var(--chat-surface)]/70 hover:text-foreground disabled:opacity-40"
                   >
                     {prompt}
                   </button>
@@ -186,15 +186,15 @@ export default function ChatFabDrawer({ open, domain, onClose }: ChatFabDrawerPr
               {msg.role === 'assistant' && <ChatAssistantAvatar size="sm" />}
 
               {msg.role === 'user' ? (
-                <div className="max-w-[82%] rounded-2xl rounded-br-none bg-blue-600 px-4 py-2.5 text-[13px] leading-relaxed text-white shadow-sm">
+                <div className="max-w-[82%] rounded-2xl rounded-br-none bg-[var(--chat-user-bubble)] px-4 py-2.5 text-[13px] leading-relaxed text-[var(--chat-user-bubble-fg)] shadow-sm">
                   {msg.content}
                 </div>
               ) : (
                 <div
                   className={`max-w-[82%] rounded-2xl rounded-bl-none px-4 py-3 shadow-sm ${
                     msg.error
-                      ? 'border border-red-500/25 bg-red-500/10 text-[13px] text-red-400'
-                      : 'bg-gray-900 text-foreground'
+                      ? 'border border-[var(--color-danger-border)] bg-[var(--color-danger-bg)] text-[13px] text-[var(--color-danger)]'
+                      : 'bg-[var(--chat-assistant-bubble)] text-foreground'
                   }`}
                 >
                   {msg.toolStatus && (
@@ -213,7 +213,7 @@ export default function ChatFabDrawer({ open, domain, onClose }: ChatFabDrawerPr
                         <ul className="mt-2 space-y-1">
                           {msg.narrative.recommended_actions.map((action, i) => (
                             <li key={i} className="flex items-start gap-2 text-[12px] text-muted-foreground">
-                              <span className="mt-1 h-1.5 w-1.5 shrink-0 rounded-full bg-blue-500" />
+                              <span className="mt-1 h-1.5 w-1.5 shrink-0 rounded-full bg-[var(--accent)]" />
                               {action}
                             </li>
                           ))}
@@ -226,9 +226,9 @@ export default function ChatFabDrawer({ open, domain, onClose }: ChatFabDrawerPr
                     <ChatMarkdown content={msg.content} streaming={msg.streaming} />
                   ) : !msg.toolStatus && !msg.narrative ? (
                     <div className="flex gap-1 py-1">
-                      <span className="h-1.5 w-1.5 animate-bounce rounded-full bg-white/40 [animation-delay:0ms]" />
-                      <span className="h-1.5 w-1.5 animate-bounce rounded-full bg-white/40 [animation-delay:150ms]" />
-                      <span className="h-1.5 w-1.5 animate-bounce rounded-full bg-white/40 [animation-delay:300ms]" />
+                      <span className="h-1.5 w-1.5 animate-bounce rounded-full bg-[var(--chat-header-fg-muted)] [animation-delay:0ms]" />
+                      <span className="h-1.5 w-1.5 animate-bounce rounded-full bg-[var(--chat-header-fg-muted)] [animation-delay:150ms]" />
+                      <span className="h-1.5 w-1.5 animate-bounce rounded-full bg-[var(--chat-header-fg-muted)] [animation-delay:300ms]" />
                     </div>
                   ) : null}
 
@@ -236,7 +236,7 @@ export default function ChatFabDrawer({ open, domain, onClose }: ChatFabDrawerPr
                     <Link
                       href={openFullChat()}
                       onClick={onClose}
-                      className="mt-2 flex items-center gap-1 text-[11px] text-blue-400 hover:text-blue-300"
+                      className="mt-2 flex items-center gap-1 text-[11px] text-link hover:text-link-soft"
                     >
                       See full results in chat
                       <ArrowUpRight className="h-3 w-3" />
diff --git a/web/src/components/chat/ChatSidebar.tsx b/web/src/components/chat/ChatSidebar.tsx
index 98ffbcdf..32bb82a0 100644
--- a/web/src/components/chat/ChatSidebar.tsx
+++ b/web/src/components/chat/ChatSidebar.tsx
@@ -86,9 +86,16 @@ function SettingsMenu({ onClose }: { onClose: () => void }) {
         <ThemeToggle />
       </div>
       <Link
-        href="/secrets"
+        href="/settings"
         className="mt-1 block rounded-lg px-2 py-1.5 text-xs text-link hover:bg-[var(--chat-surface-hover)]"
         onClick={onClose}
+      >
+        {strings.settings.settingsLink}
+      </Link>
+      <Link
+        href="/secrets"
+        className="block rounded-lg px-2 py-1.5 text-xs text-link hover:bg-[var(--chat-surface-hover)]"
+        onClick={onClose}
       >
         {c.aiSettingsLink}
       </Link>
diff --git a/web/src/components/overview/OverviewChartsTab.tsx b/web/src/components/overview/OverviewChartsTab.tsx
index eefcd599..c3d95347 100644
--- a/web/src/components/overview/OverviewChartsTab.tsx
+++ b/web/src/components/overview/OverviewChartsTab.tsx
@@ -28,10 +28,6 @@ import { OverviewTabPanel } from './OverviewTabPanel';
 import { ensureOverviewChartsRegistered } from './chartSetup';
 import { barOptsVertical, barOptsGrouped } from './chartUtils';
 import { selectChartConcerns } from './overviewChartInsights';
-import { OverviewCompactMetricsGrid } from './OverviewAtAGlance';
-import { shouldShowAtAGlance, countIssuesByPriority } from './overviewAtAGlanceMetrics';
-import { crawledUrlCount } from '@/lib/crawlCounts';
-
 ensureOverviewChartsRegistered();
 
 const vo = strings.views.overview;
@@ -179,16 +175,6 @@ export function OverviewChartsTab({ charts, depth, data, querySuffix }: Overview
   const hasContentSection = wordCountChart || titleMetaChart || readingLevelChart;
   const hasDiscoverySection = mimeChart || outlinksChart || domainsChart;
 
-  const showCompactHeader = useMemo(() => {
-    const issueCounts = countIssuesByPriority(data.categories);
-    return shouldShowAtAGlance({
-      urlCount: crawledUrlCount(data),
-      issueCounts,
-      gscDaily: data.google?.gsc?.daily,
-      lighthouseScores: lighthouseScores?.scores,
-    });
-  }, [data, lighthouseScores?.scores]);
-
   const chartSectionStatus = useTabSections(OVERVIEW_TAB_SECTIONS.charts, true);
   const chartsPending = isSectionPending(OVERVIEW_TAB_SECTIONS.charts, chartSectionStatus);
 
@@ -245,15 +231,6 @@ export function OverviewChartsTab({ charts, depth, data, querySuffix }: Overview
             ) : null}
           </div>
 
-          {showCompactHeader ? (
-            <OverviewCompactMetricsGrid
-              data={data}
-              querySuffix={querySuffix}
-              lighthouseScores={lighthouseScores?.scores}
-              variant="charts"
-            />
-          ) : null}
-
           {lighthouseScores ? (
             <ChartSection
               title={vo.chartsSectionSocialPerf}
diff --git a/web/src/components/secrets/SecretsSidebar.tsx b/web/src/components/secrets/SecretsSidebar.tsx
index 48e1ed7b..2f522903 100644
--- a/web/src/components/secrets/SecretsSidebar.tsx
+++ b/web/src/components/secrets/SecretsSidebar.tsx
@@ -78,9 +78,16 @@ function SettingsMenu({ onClose }: { onClose: () => void }) {
         <ThemeToggle />
       </div>
       <Link
-        href="/pipeline"
+        href="/settings"
         className="mt-1 block rounded-lg px-2 py-1.5 text-xs text-link hover:bg-[var(--chat-surface-hover)]"
         onClick={onClose}
+      >
+        {strings.settings.settingsLink}
+      </Link>
+      <Link
+        href="/pipeline"
+        className="block rounded-lg px-2 py-1.5 text-xs text-link hover:bg-[var(--chat-surface-hover)]"
+        onClick={onClose}
       >
         {s.pipelineSettingsLink}
       </Link>
diff --git a/web/src/components/settings/AppearancePanel.tsx b/web/src/components/settings/AppearancePanel.tsx
new file mode 100644
index 00000000..98abb328
--- /dev/null
+++ b/web/src/components/settings/AppearancePanel.tsx
@@ -0,0 +1,484 @@
+'use client';
+
+import { useEffect, useState } from 'react';
+import { RotateCcw } from 'lucide-react';
+import ThemeToggle from '@/components/ThemeToggle';
+import { useTheme } from '@/context/useTheme';
+import {
+  THEME_TOKENS,
+  THEME_PRESETS,
+  TOKEN_GROUPS,
+  type ThemeToken,
+} from '@/lib/themeTokens';
+import {
+  type RadiusScale,
+  type DensityScale,
+  type FontSizeScale,
+  type UiPrefs,
+  RADIUS_SCALES,
+  DENSITY_SCALES,
+  FONT_SIZE_SCALES,
+  DEFAULT_UI_PREFS,
+  applyUiPrefs,
+  getStoredUiPrefs,
+  loadUiPrefsFromDb,
+  saveUiPrefsToDb,
+} from '@/lib/uiPrefsTokens';
+import { strings } from '@/lib/strings';
+
+const s = strings.settings;
+
+// ─── Live preview card ────────────────────────────────────────────────────────
+
+function PreviewCard() {
+  return (
+    <div
+      className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] p-5 shadow-sm"
+      aria-label={s.previewLabel}
+    >
+      <p className="mb-1 text-[10px] font-semibold uppercase tracking-wide text-muted-foreground">
+        {s.previewLabel}
+      </p>
+      <div className="space-y-3">
+        <div>
+          <h2 className="text-base font-semibold text-bright">Heading text</h2>
+          <p className="text-sm text-foreground">Body text rendered with your current palette.</p>
+          <p className="text-xs text-muted-foreground">Subtle / muted text for secondary info.</p>
+        </div>
+        <div className="flex flex-wrap gap-2">
+          <button
+            type="button"
+            className="rounded-lg px-3 py-1.5 text-xs font-medium text-white transition-colors"
+            style={{ background: 'var(--accent)' }}
+          >
+            Primary button
+          </button>
+          <button
+            type="button"
+            className="rounded-lg border border-default bg-[var(--app-bg-muted)] px-3 py-1.5 text-xs font-medium text-foreground transition-colors hover:bg-[var(--app-bg-sunken)]"
+          >
+            Secondary
+          </button>
+        </div>
+        <div className="flex items-center gap-3">
+          <span className="h-3 w-3 rounded-full" style={{ background: 'var(--accent)' }} />
+          <span className="h-3 w-3 rounded-full" style={{ background: 'var(--accent-warm)' }} />
+          <span className="h-3 w-3 rounded-full" style={{ background: 'var(--accent-2)' }} />
+          <a href="#" className="text-xs text-link underline-offset-2 hover:underline" onClick={(e) => e.preventDefault()}>
+            Link color
+          </a>
+        </div>
+        <div className="rounded-lg border border-default bg-[var(--app-bg-muted)] px-3 py-2 text-xs text-foreground">
+          Muted surface / card background
+        </div>
+      </div>
+    </div>
+  );
+}
+
+// ─── Single token row ─────────────────────────────────────────────────────────
+
+interface TokenRowProps {
+  token: ThemeToken;
+  editDark: boolean;
+  overrideValue: string | undefined;
+  onSet: (cssVar: string, value: string) => void;
+  onReset: (cssVar: string) => void;
+}
+
+function TokenRow({ token, editDark, overrideValue, onSet, onReset }: TokenRowProps) {
+  const defaultVal = editDark ? token.defaultDark : token.defaultLight;
+  const displayed = overrideValue ?? defaultVal;
+  const isCustom = overrideValue !== undefined && overrideValue !== '';
+
+  return (
+    <div className="flex items-center gap-3 py-1.5">
+      {/* Color swatch + native picker */}
+      <label
+        className="relative flex-shrink-0 cursor-pointer"
+        title={`Edit ${token.label}`}
+        aria-label={`Edit ${token.label}`}
+      >
+        <span
+          className="block h-7 w-7 rounded-lg border border-default shadow-sm transition-transform hover:scale-110"
+          style={{ background: displayed }}
+        />
+        <input
+          type="color"
+          value={displayed}
+          className="sr-only"
+          aria-label={token.label}
+          onChange={(e) => onSet(token.cssVar, e.target.value)}
+        />
+      </label>
+
+      <div className="min-w-0 flex-1">
+        <div className="flex items-center gap-1.5">
+          <span className="text-xs font-medium text-bright truncate">{token.label}</span>
+          {isCustom && (
+            <span className="rounded-full bg-[var(--accent-bg)] px-1.5 py-px text-[10px] font-medium text-[var(--accent)]">
+              {s.customizedBadge}
+            </span>
+          )}
+        </div>
+        <code className="block text-[10px] text-muted-foreground">{token.cssVar}</code>
+      </div>
+
+      <div className="flex items-center gap-1.5 flex-shrink-0">
+        <input
+          type="text"
+          value={displayed}
+          maxLength={9}
+          className="w-20 rounded-lg border border-default bg-[var(--app-bg-muted)] px-2 py-1 text-[11px] font-mono text-foreground transition-colors focus:border-[var(--accent)] focus:outline-none"
+          aria-label={`${token.label} hex value`}
+          onChange={(e) => {
+            const v = e.target.value;
+            if (/^#[0-9a-fA-F]{0,8}$/.test(v)) onSet(token.cssVar, v);
+          }}
+        />
+        {isCustom && (
+          <button
+            type="button"
+            title={s.resetTokenLabel}
+            aria-label={`${s.resetTokenLabel}: ${token.label}`}
+            onClick={() => onReset(token.cssVar)}
+            className="rounded-lg p-1 text-muted-foreground transition-colors hover:bg-[var(--app-bg-muted)] hover:text-foreground"
+          >
+            <RotateCcw className="h-3.5 w-3.5" />
+          </button>
+        )}
+      </div>
+    </div>
+  );
+}
+
+// ─── Preset pill button ───────────────────────────────────────────────────────
+
+interface PresetPillProps {
+  label: string;
+  active: boolean;
+  onClick: () => void;
+}
+
+function PresetPill({ label, active, onClick }: PresetPillProps) {
+  return (
+    <button
+      type="button"
+      onClick={onClick}
+      className={`rounded-lg border px-3.5 py-1.5 text-xs font-medium transition-all ${
+        active
+          ? 'border-[var(--accent)] bg-[var(--accent-bg)] text-[var(--accent)]'
+          : 'border-default text-muted-foreground hover:border-[var(--accent)] hover:text-foreground'
+      }`}
+    >
+      {label}
+    </button>
+  );
+}
+
+// ─── UI Prefs section (radius / density / animations) ─────────────────────────
+
+function UiPrefsSection() {
+  const [prefs, setPrefs] = useState<UiPrefs>(() => ({ ...DEFAULT_UI_PREFS }));
+
+  // Load from localStorage immediately, then from DB
+  useEffect(() => {
+    const local = getStoredUiPrefs();
+    setPrefs(local);
+    applyUiPrefs(local);
+
+    void loadUiPrefsFromDb().then((db) => {
+      if (!db) return;
+      setPrefs(db);
+      applyUiPrefs(db);
+    });
+  }, []);
+
+  const update = (patch: Partial<UiPrefs>) => {
+    const next: UiPrefs = { ...prefs, ...patch };
+    setPrefs(next);
+    applyUiPrefs(next);
+    void saveUiPrefsToDb(next);
+  };
+
+  const RADIUS_LABELS: Record<RadiusScale, string> = {
+    sharp: 'Sharp',
+    default: 'Default',
+    rounded: 'Rounded',
+    pill: 'Pill',
+  };
+
+  const DENSITY_LABELS: Record<DensityScale, string> = {
+    compact: 'Compact',
+    default: 'Default',
+    spacious: 'Spacious',
+  };
+
+  const FONT_SIZE_LABELS: Record<FontSizeScale, string> = {
+    small: 'Small (15px)',
+    default: 'Default (18px)',
+    large: 'Large (20px)',
+  };
+
+  return (
+    <div className="space-y-6">
+      {/* Border radius */}
+      <section className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] p-5">
+        <p className="mb-1 text-sm font-medium text-bright">Corner radius</p>
+        <p className="mb-3 text-xs text-muted-foreground">Controls how rounded buttons, cards, and inputs appear.</p>
+        <div className="flex flex-wrap gap-2">
+          {RADIUS_SCALES.map((scale) => (
+            <PresetPill
+              key={scale}
+              label={RADIUS_LABELS[scale]}
+              active={prefs.radius === scale}
+              onClick={() => update({ radius: scale })}
+            />
+          ))}
+        </div>
+        {/* Mini radius preview */}
+        <div className="mt-4 flex items-center gap-3">
+          <div
+            className="h-9 w-24 border border-default bg-[var(--app-bg-muted)] flex items-center justify-center text-xs text-muted-foreground"
+            style={{ borderRadius: 'var(--radius-card)' }}
+          >
+            Card
+          </div>
+          <div
+            className="px-4 py-1.5 text-xs font-medium text-white"
+            style={{ background: 'var(--accent)', borderRadius: 'var(--radius-lg)' }}
+          >
+            Button
+          </div>
+          <div
+            className="h-7 w-24 border border-default bg-[var(--app-bg-muted)]"
+            style={{ borderRadius: 'var(--radius-sm)' }}
+          />
+        </div>
+      </section>
+
+      {/* Density */}
+      <section className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] p-5">
+        <p className="mb-1 text-sm font-medium text-bright">Layout density</p>
+        <p className="mb-3 text-xs text-muted-foreground">Adjusts page padding and card spacing throughout the app.</p>
+        <div className="flex flex-wrap gap-2">
+          {DENSITY_SCALES.map((scale) => (
+            <PresetPill
+              key={scale}
+              label={DENSITY_LABELS[scale]}
+              active={prefs.density === scale}
+              onClick={() => update({ density: scale })}
+            />
+          ))}
+        </div>
+      </section>
+
+      {/* Font size */}
+      <section className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] p-5">
+        <p className="mb-1 text-sm font-medium text-bright">Base font size</p>
+        <p className="mb-3 text-xs text-muted-foreground">Scales the reading size across the entire interface.</p>
+        <div className="flex flex-wrap gap-2">
+          {FONT_SIZE_SCALES.map((scale) => (
+            <PresetPill
+              key={scale}
+              label={FONT_SIZE_LABELS[scale]}
+              active={prefs.fontSize === scale}
+              onClick={() => update({ fontSize: scale })}
+            />
+          ))}
+        </div>
+        <p
+          className="mt-4 rounded-lg bg-[var(--app-bg-muted)] px-3 py-1.5 text-xs text-muted-foreground"
+          style={{ fontSize: 'var(--font-size-base)' }}
+        >
+          Preview — this line uses your selected font size.
+        </p>
+      </section>
+
+      {/* Animations */}
+      <section className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] p-5">
+        <div className="flex items-center justify-between gap-4">
+          <div>
+            <p className="text-sm font-medium text-bright">Animations</p>
+            <p className="mt-0.5 text-xs text-muted-foreground">
+              Disable transitions and motion effects across the interface.
+            </p>
+          </div>
+          <button
+            type="button"
+            role="switch"
+            aria-checked={prefs.animations}
+            onClick={() => update({ animations: !prefs.animations })}
+            className={`relative inline-flex h-6 w-11 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors focus:outline-none focus-visible:ring-2 focus-visible:ring-[var(--accent)] ${
+              prefs.animations ? 'bg-[var(--accent)]' : 'bg-[var(--app-bg-muted)]'
+            }`}
+          >
+            <span
+              className={`pointer-events-none inline-block h-5 w-5 transform rounded-full bg-white shadow transition-transform ${
+                prefs.animations ? 'translate-x-5' : 'translate-x-0'
+              }`}
+            />
+          </button>
+        </div>
+      </section>
+    </div>
+  );
+}
+
+// ─── Main panel ───────────────────────────────────────────────────────────────
+
+export default function AppearancePanel() {
+  const { effectiveDark, customTheme, setCustomToken, resetCustomToken, setCustomModeMap, resetCustomMode } =
+    useTheme();
+
+  // Default the editing palette to whatever mode is currently active
+  const [editDark, setEditDark] = useState(effectiveDark);
+
+  const modeMap = editDark ? customTheme.dark : customTheme.light;
+
+  const handleSetToken = (cssVar: string, value: string) => {
+    setCustomToken(editDark, cssVar, value);
+  };
+
+  const handleResetToken = (cssVar: string) => {
+    resetCustomToken(editDark, cssVar);
+  };
+
+  const handlePreset = (presetId: string) => {
+    const preset = THEME_PRESETS.find((p) => p.id === presetId);
+    if (!preset) return;
+    setCustomModeMap(editDark, editDark ? preset.dark : preset.light);
+  };
+
+  const handleResetAll = () => {
+    if (!window.confirm(s.resetAllConfirm)) return;
+    resetCustomMode(editDark);
+  };
+
+  const hasAnyCustom = Object.keys(modeMap).some((k) => modeMap[k]);
+
+  return (
+    <div className="mx-auto max-w-3xl px-4 py-8 sm:px-6">
+      {/* Page header */}
+      <div className="mb-8">
+        <h1 className="text-xl font-semibold text-bright">{s.appearanceSection}</h1>
+        <p className="mt-1 text-sm text-muted-foreground">{s.appearanceSubtitle}</p>
+      </div>
+
+      {/* Color mode toggle */}
+      <section className="mb-8 rounded-2xl border border-default bg-[var(--app-bg-elevated)] p-5">
+        <div className="flex items-center justify-between gap-4">
+          <div>
+            <p className="text-sm font-medium text-bright">{s.themeLabel}</p>
+            <p className="mt-0.5 text-xs text-muted-foreground">Light, dark, or follow the system setting.</p>
+          </div>
+          <ThemeToggle />
+        </div>
+      </section>
+
+      {/* Live preview */}
+      <div className="mb-8">
+        <PreviewCard />
+      </div>
+
+      {/* Palette editor */}
+      <section className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] p-5">
+        {/* Editor mode selector + presets row */}
+        <div className="mb-5 flex flex-wrap items-center justify-between gap-3">
+          <div className="flex items-center gap-2">
+            <span className="text-sm font-medium text-bright">{s.editingModeLabel}</span>
+            <div
+              className="flex items-center rounded-lg border border-default bg-brand-700/55 dark:bg-brand-700/35 p-0.5 gap-0.5"
+              role="group"
+              aria-label="Select mode to edit"
+            >
+              {[
+                { value: false, label: s.editingModeLight },
+                { value: true, label: s.editingModeDark },
+              ].map(({ value, label }) => (
+                <button
+                  key={String(value)}
+                  type="button"
+                  onClick={() => setEditDark(value)}
+                  aria-pressed={editDark === value}
+                  className={`press rounded-md px-3 py-1 text-xs transition-all ${
+                    editDark === value
+                      ? 'bg-brand-700 text-bright shadow-sm'
+                      : 'text-muted-foreground hover:text-foreground'
+                  }`}
+                >
+                  {label}
+                </button>
+              ))}
+            </div>
+          </div>
+
+          <div className="flex items-center gap-2">
+            {/* Presets */}
+            <div className="flex items-center gap-1">
+              <span className="text-xs text-muted-foreground">{s.presetsLabel}:</span>
+              {THEME_PRESETS.map((preset) => (
+                <button
+                  key={preset.id}
+                  type="button"
+                  onClick={() => handlePreset(preset.id)}
+                  className="rounded-lg border border-default px-2.5 py-1 text-xs text-muted-foreground transition-colors hover:border-[var(--accent)] hover:text-foreground"
+                >
+                  {preset.label}
+                </button>
+              ))}
+            </div>
+
+            {/* Reset all */}
+            {hasAnyCustom && (
+              <button
+                type="button"
+                onClick={handleResetAll}
+                className="flex items-center gap-1.5 rounded-lg px-2.5 py-1 text-xs text-muted-foreground transition-colors hover:bg-[var(--app-bg-muted)] hover:text-foreground"
+              >
+                <RotateCcw className="h-3 w-3" />
+                {s.resetAllLabel}
+              </button>
+            )}
+          </div>
+        </div>
+
+        {/* Token groups */}
+        <div className="space-y-5">
+          {TOKEN_GROUPS.map((group) => {
+            const tokens = THEME_TOKENS.filter((t) => t.group === group);
+            return (
+              <div key={group}>
+                <p className="mb-1.5 text-[10px] font-semibold uppercase tracking-wide text-muted-foreground">
+                  {group}
+                </p>
+                <div className="divide-y divide-[var(--app-border-muted)]">
+                  {tokens.map((token) => (
+                    <TokenRow
+                      key={token.id}
+                      token={token}
+                      editDark={editDark}
+                      overrideValue={modeMap[token.cssVar]}
+                      onSet={handleSetToken}
+                      onReset={handleResetToken}
+                    />
+                  ))}
+                </div>
+              </div>
+            );
+          })}
+        </div>
+
+        <p className="mt-5 text-[11px] text-muted-foreground">
+          Changes apply instantly and are saved to this browser. Resetting removes custom overrides and restores defaults.
+        </p>
+      </section>
+
+      {/* Radius / density / animations */}
+      <div className="mt-8">
+        <h2 className="mb-5 text-base font-semibold text-bright">Shape &amp; motion</h2>
+        <UiPrefsSection />
+      </div>
+    </div>
+  );
+}
diff --git a/web/src/components/settings/BrandingPanel.tsx b/web/src/components/settings/BrandingPanel.tsx
new file mode 100644
index 00000000..5d785cee
--- /dev/null
+++ b/web/src/components/settings/BrandingPanel.tsx
@@ -0,0 +1,315 @@
+'use client';
+
+import { useCallback, useEffect, useRef, useState } from 'react';
+import { RotateCcw, Upload, X, ImageIcon } from 'lucide-react';
+import { useBranding } from '@/context/useBranding';
+import { DEFAULT_BRANDING } from '@/context/BrandingContext';
+
+// ─── Text setting row ─────────────────────────────────────────────────────────
+
+function SettingRow({
+  label,
+  description,
+  value,
+  placeholder,
+  defaultValue,
+  onSave,
+}: {
+  label: string;
+  description: string;
+  value: string;
+  placeholder: string;
+  defaultValue: string;
+  onSave: (v: string) => void;
+}) {
+  const [draft, setDraft] = useState(value);
+  const saveTimer = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const isCustom = value !== defaultValue && value !== '';
+
+  useEffect(() => {
+    setDraft(value);
+  }, [value]);
+
+  const handleChange = (next: string) => {
+    setDraft(next);
+    if (saveTimer.current) clearTimeout(saveTimer.current);
+    saveTimer.current = setTimeout(() => onSave(next), 600);
+  };
+
+  const handleReset = () => {
+    setDraft(defaultValue);
+    onSave('');
+  };
+
+  return (
+    <div className="flex items-start gap-4 py-4">
+      <div className="min-w-0 flex-1">
+        <div className="flex items-center gap-2 mb-0.5">
+          <label className="text-sm font-medium text-bright">{label}</label>
+          {isCustom && (
+            <span className="rounded-full bg-[var(--accent-bg)] px-1.5 py-px text-[10px] font-medium text-[var(--accent)]">
+              Custom
+            </span>
+          )}
+        </div>
+        <p className="text-xs text-muted-foreground mb-2">{description}</p>
+        <div className="flex items-center gap-2">
+          <input
+            type="text"
+            value={draft}
+            placeholder={placeholder}
+            onChange={(e) => handleChange(e.target.value)}
+            className="flex-1 rounded-lg border border-default bg-[var(--app-bg-muted)] px-3 py-1.5 text-sm text-foreground transition-colors focus:border-[var(--accent)] focus:outline-none"
+          />
+          {isCustom && (
+            <button
+              type="button"
+              title="Reset to default"
+              onClick={handleReset}
+              className="rounded-lg p-1.5 text-muted-foreground transition-colors hover:bg-[var(--app-bg-muted)] hover:text-foreground"
+            >
+              <RotateCcw className="h-4 w-4" />
+            </button>
+          )}
+        </div>
+      </div>
+    </div>
+  );
+}
+
+// ─── Logo upload section ──────────────────────────────────────────────────────
+
+const ACCEPTED_TYPES = ['image/png', 'image/jpeg', 'image/svg+xml', 'image/webp', 'image/gif'];
+const MAX_SIZE_BYTES = 500 * 1024; // 500 KB
+
+function LogoUploadSection() {
+  const { logoUrl, setLogoUrl } = useBranding();
+  const [urlDraft, setUrlDraft] = useState('');
+  const [dragOver, setDragOver] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+  const [saving, setSaving] = useState(false);
+  const fileRef = useRef<HTMLInputElement>(null);
+
+  const hasCustomLogo = Boolean(logoUrl);
+
+  const processFile = useCallback(
+    (file: File): void => {
+      setError(null);
+      if (!ACCEPTED_TYPES.includes(file.type)) {
+        setError('Unsupported file type. Use PNG, JPG, SVG, WebP, or GIF.');
+        return;
+      }
+      if (file.size > MAX_SIZE_BYTES) {
+        setError(`File is too large (${Math.round(file.size / 1024)} KB). Maximum is 500 KB.`);
+        return;
+      }
+      const reader = new FileReader();
+      reader.onload = () => {
+        const dataUrl = reader.result as string;
+        setSaving(true);
+        setLogoUrl(dataUrl);
+        setSaving(false);
+      };
+      reader.readAsDataURL(file);
+    },
+    [setLogoUrl],
+  );
+
+  const handleFileDrop = useCallback(
+    (e: React.DragEvent) => {
+      e.preventDefault();
+      setDragOver(false);
+      const file = e.dataTransfer.files[0];
+      if (file) processFile(file);
+    },
+    [processFile],
+  );
+
+  const handleFileInput = (e: React.ChangeEvent<HTMLInputElement>) => {
+    const file = e.target.files?.[0];
+    if (file) processFile(file);
+    e.target.value = '';
+  };
+
+  const handleUrlSave = () => {
+    const trimmed = urlDraft.trim();
+    if (!trimmed) return;
+    setLogoUrl(trimmed);
+    setUrlDraft('');
+  };
+
+  const handleReset = () => {
+    setLogoUrl('');
+    setError(null);
+  };
+
+  return (
+    <div className="py-4">
+      <div className="flex items-center gap-2 mb-0.5">
+        <p className="text-sm font-medium text-bright">Logo</p>
+        {hasCustomLogo && (
+          <span className="rounded-full bg-[var(--accent-bg)] px-1.5 py-px text-[10px] font-medium text-[var(--accent)]">
+            Custom
+          </span>
+        )}
+      </div>
+      <p className="text-xs text-muted-foreground mb-4">
+        Shown in the sidebar and as the chat assistant avatar. PNG, SVG, JPG or WebP · max 500 KB.
+      </p>
+
+      <div className="flex flex-col gap-4 sm:flex-row sm:items-start">
+        {/* Drop zone */}
+        <button
+          type="button"
+          onDragOver={(e) => { e.preventDefault(); setDragOver(true); }}
+          onDragLeave={() => setDragOver(false)}
+          onDrop={handleFileDrop}
+          onClick={() => fileRef.current?.click()}
+          className={`relative flex min-h-[100px] w-full flex-col items-center justify-center gap-2 rounded-xl border-2 border-dashed transition-all sm:w-48 ${
+            dragOver
+              ? 'border-[var(--accent)] bg-[var(--accent-bg)]'
+              : 'border-default hover:border-[var(--accent)] hover:bg-[var(--app-bg-muted)]'
+          }`}
+        >
+          {hasCustomLogo ? (
+            <>
+              <img
+                src={logoUrl}
+                alt="Custom logo"
+                className="h-10 w-10 object-contain"
+              />
+              <span className="text-[11px] text-muted-foreground">Click to replace</span>
+            </>
+          ) : (
+            <>
+              <div className="flex h-10 w-10 items-center justify-center rounded-xl bg-[var(--app-bg-muted)]">
+                <ImageIcon className="h-5 w-5 text-muted-foreground" />
+              </div>
+              <span className="text-[11px] text-muted-foreground">
+                {dragOver ? 'Drop to upload' : 'Click or drag & drop'}
+              </span>
+            </>
+          )}
+          <input
+            ref={fileRef}
+            type="file"
+            accept={ACCEPTED_TYPES.join(',')}
+            className="sr-only"
+            onChange={handleFileInput}
+          />
+        </button>
+
+        {/* Right side — URL + actions */}
+        <div className="flex min-w-0 flex-1 flex-col gap-3">
+          <div>
+            <p className="mb-1.5 text-xs text-muted-foreground">Or paste an image URL</p>
+            <div className="flex items-center gap-2">
+              <input
+                type="url"
+                value={urlDraft}
+                placeholder="https://example.com/logo.png"
+                onChange={(e) => setUrlDraft(e.target.value)}
+                onKeyDown={(e) => { if (e.key === 'Enter') handleUrlSave(); }}
+                className="flex-1 rounded-lg border border-default bg-[var(--app-bg-muted)] px-3 py-1.5 text-sm text-foreground transition-colors focus:border-[var(--accent)] focus:outline-none"
+              />
+              <button
+                type="button"
+                disabled={!urlDraft.trim()}
+                onClick={handleUrlSave}
+                className="flex items-center gap-1.5 rounded-lg bg-[var(--accent)] px-3 py-1.5 text-xs font-medium text-white transition-opacity hover:opacity-80 disabled:opacity-40"
+              >
+                <Upload className="h-3.5 w-3.5" />
+                Use URL
+              </button>
+            </div>
+          </div>
+
+          {error && (
+            <p className="flex items-center gap-1.5 rounded-lg bg-[var(--color-danger-bg)] px-3 py-2 text-xs text-[var(--color-danger)]">
+              <X className="h-3.5 w-3.5 shrink-0" />
+              {error}
+            </p>
+          )}
+
+          {saving && (
+            <p className="text-xs text-muted-foreground">Saving…</p>
+          )}
+
+          {hasCustomLogo && (
+            <button
+              type="button"
+              onClick={handleReset}
+              className="flex w-fit items-center gap-1.5 rounded-lg px-2.5 py-1.5 text-xs text-muted-foreground transition-colors hover:bg-[var(--app-bg-muted)] hover:text-foreground"
+            >
+              <RotateCcw className="h-3.5 w-3.5" />
+              Reset to default logo
+            </button>
+          )}
+        </div>
+      </div>
+    </div>
+  );
+}
+
+// ─── Main panel ───────────────────────────────────────────────────────────────
+
+export default function BrandingPanel() {
+  const { productName, productSubtitle, logoUrl, setBrandName, setBrandSubtitle } = useBranding();
+
+  return (
+    <div className="mx-auto max-w-3xl px-4 py-8 sm:px-6">
+      <div className="mb-8">
+        <h1 className="text-xl font-semibold text-bright">Branding</h1>
+        <p className="mt-1 text-sm text-muted-foreground">
+          Customise the logo, product name and subtitle shown in the sidebar. Changes are saved to the database and
+          apply for all users on this instance.
+        </p>
+      </div>
+
+      <section className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] p-5">
+        <div className="divide-y divide-[var(--app-border-muted)]">
+          <LogoUploadSection />
+          <SettingRow
+            label="Product name"
+            description="Shown in the sidebar header. Defaults to 'Site Audit'."
+            value={productName}
+            placeholder={DEFAULT_BRANDING.productName}
+            defaultValue={DEFAULT_BRANDING.productName}
+            onSave={setBrandName}
+          />
+          <SettingRow
+            label="Product subtitle"
+            description="One-line tagline below the product name in the sidebar."
+            value={productSubtitle}
+            placeholder={DEFAULT_BRANDING.productSubtitle}
+            defaultValue={DEFAULT_BRANDING.productSubtitle}
+            onSave={setBrandSubtitle}
+          />
+        </div>
+
+        {/* Live preview */}
+        <div className="mt-4 rounded-xl border border-default bg-[var(--app-bg-muted)] px-4 py-3">
+          <p className="mb-2 text-[10px] font-semibold uppercase tracking-wide text-muted-foreground">
+            Sidebar preview
+          </p>
+          <div className="flex items-center gap-2.5">
+            {logoUrl ? (
+              <img
+                src={logoUrl}
+                alt=""
+                className="h-7 w-7 shrink-0 object-contain"
+                aria-hidden
+              />
+            ) : (
+              <div className="h-7 w-7 shrink-0 rounded-lg bg-[var(--accent)] opacity-80" />
+            )}
+            <div>
+              <div className="text-sm font-bold text-bright leading-tight">{productName}</div>
+              <div className="text-[11px] text-muted-foreground">{productSubtitle}</div>
+            </div>
+          </div>
+        </div>
+      </section>
+    </div>
+  );
+}
diff --git a/web/src/components/settings/ChatSettingsPanel.tsx b/web/src/components/settings/ChatSettingsPanel.tsx
new file mode 100644
index 00000000..c692018b
--- /dev/null
+++ b/web/src/components/settings/ChatSettingsPanel.tsx
@@ -0,0 +1,303 @@
+'use client';
+
+import { useEffect, useRef, useState } from 'react';
+import { Loader2 } from 'lucide-react';
+import {
+  type ChatFabCorner,
+  loadChatFabCorner,
+  saveChatFabCorner,
+} from '@/lib/chatFabPosition';
+import {
+  DEFAULT_CHAT_ASSISTANT_NAME,
+  DEFAULT_CHAT_ASSISTANT_AVATAR,
+} from '@/lib/chatAssistantBranding';
+import { apiUrl } from '@/lib/publicBase';
+import { strings } from '@/lib/strings';
+
+const s = strings.settings;
+
+// ─── Shared Toggle component ─────────────────────────────────────────────────
+
+function Toggle({
+  checked,
+  onChange,
+  id,
+  disabled,
+}: {
+  checked: boolean;
+  onChange: (v: boolean) => void;
+  id: string;
+  disabled?: boolean;
+}) {
+  return (
+    <button
+      id={id}
+      type="button"
+      role="switch"
+      aria-checked={checked}
+      disabled={disabled}
+      onClick={() => onChange(!checked)}
+      className={`relative inline-flex h-5 w-9 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[var(--accent)] disabled:cursor-not-allowed disabled:opacity-50 ${
+        checked ? 'bg-[var(--accent)]' : 'bg-[var(--app-bg-sunken)]'
+      }`}
+    >
+      <span
+        aria-hidden
+        className={`pointer-events-none block h-4 w-4 rounded-full bg-white shadow ring-0 transition-transform ${
+          checked ? 'translate-x-4' : 'translate-x-0'
+        }`}
+      />
+    </button>
+  );
+}
+
+// ─── Row wrapper ─────────────────────────────────────────────────────────────
+
+function Row({
+  label,
+  help,
+  htmlFor,
+  children,
+}: {
+  label: string;
+  help?: string;
+  htmlFor?: string;
+  children: React.ReactNode;
+}) {
+  return (
+    <div className="flex items-start justify-between gap-6 px-5 py-4">
+      <div className="min-w-0 flex-1">
+        <label htmlFor={htmlFor} className="block text-sm font-medium text-bright cursor-pointer">
+          {label}
+        </label>
+        {help && <p className="mt-0.5 text-xs text-muted-foreground">{help}</p>}
+      </div>
+      <div className="flex-shrink-0 pt-0.5">{children}</div>
+    </div>
+  );
+}
+
+// ─── FAB corner picker ────────────────────────────────────────────────────────
+
+const CORNER_OPTIONS: { value: ChatFabCorner; label: string }[] = [
+  { value: 'bottom-right', label: s.fabCornerBottomRight },
+  { value: 'bottom-left', label: s.fabCornerBottomLeft },
+  { value: 'top-right', label: s.fabCornerTopRight },
+  { value: 'top-left', label: s.fabCornerTopLeft },
+];
+
+// ─── DB-backed chat settings ─────────────────────────────────────────────────
+
+interface ChatLlmState {
+  llm_chat_assistant_name: string;
+  llm_chat_assistant_avatar_url: string;
+  llm_chat_unlimited_tool_rounds: boolean;
+}
+
+async function loadChatLlmSettings(): Promise<ChatLlmState | null> {
+  try {
+    const res = await fetch(apiUrl('/llm-config'));
+    if (!res.ok) return null;
+    const data = (await res.json()) as { state?: Record<string, unknown> };
+    const state = data.state ?? {};
+    return {
+      llm_chat_assistant_name: String(state.llm_chat_assistant_name ?? ''),
+      llm_chat_assistant_avatar_url: String(state.llm_chat_assistant_avatar_url ?? ''),
+      llm_chat_unlimited_tool_rounds:
+        state.llm_chat_unlimited_tool_rounds === true ||
+        state.llm_chat_unlimited_tool_rounds === 'true',
+    };
+  } catch {
+    return null;
+  }
+}
+
+async function saveChatLlmField(key: string, value: string | boolean): Promise<boolean> {
+  try {
+    const res = await fetch(apiUrl('/llm-config'), {
+      method: 'PUT',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ state: { [key]: value } }),
+    });
+    return res.ok;
+  } catch {
+    return false;
+  }
+}
+
+// ─── Main panel ───────────────────────────────────────────────────────────────
+
+export default function ChatSettingsPanel() {
+  const [fabCorner, setFabCornerState] = useState<ChatFabCorner>('bottom-right');
+  const [assistantName, setAssistantName] = useState('');
+  const [avatarUrl, setAvatarUrl] = useState('');
+  const [unlimitedTools, setUnlimitedTools] = useState(false);
+  const [loadError, setLoadError] = useState('');
+  const [saveStatus, setSaveStatus] = useState<'idle' | 'saving' | 'saved' | 'error'>('idle');
+
+  // Track debounce timers for text fields
+  const nameTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const avatarTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+
+  useEffect(() => {
+    setFabCornerState(loadChatFabCorner());
+    void loadChatLlmSettings().then((state) => {
+      if (!state) {
+        setLoadError('Could not load chat settings from database.');
+        return;
+      }
+      setAssistantName(state.llm_chat_assistant_name);
+      setAvatarUrl(state.llm_chat_assistant_avatar_url);
+      setUnlimitedTools(state.llm_chat_unlimited_tool_rounds);
+    });
+    return () => {
+      if (nameTimerRef.current) clearTimeout(nameTimerRef.current);
+      if (avatarTimerRef.current) clearTimeout(avatarTimerRef.current);
+    };
+  }, []);
+
+  const showSave = (ok: boolean) => {
+    setSaveStatus(ok ? 'saved' : 'error');
+    setTimeout(() => setSaveStatus('idle'), 2500);
+  };
+
+  const handleFabCorner = (corner: ChatFabCorner) => {
+    setFabCornerState(corner);
+    saveChatFabCorner(corner);
+  };
+
+  const handleNameChange = (value: string) => {
+    setAssistantName(value);
+    if (nameTimerRef.current) clearTimeout(nameTimerRef.current);
+    nameTimerRef.current = setTimeout(() => {
+      setSaveStatus('saving');
+      void saveChatLlmField('llm_chat_assistant_name', value).then(showSave);
+    }, 600);
+  };
+
+  const handleAvatarChange = (value: string) => {
+    setAvatarUrl(value);
+    if (avatarTimerRef.current) clearTimeout(avatarTimerRef.current);
+    avatarTimerRef.current = setTimeout(() => {
+      setSaveStatus('saving');
+      void saveChatLlmField('llm_chat_assistant_avatar_url', value).then(showSave);
+    }, 600);
+  };
+
+  const handleUnlimitedTools = (value: boolean) => {
+    setUnlimitedTools(value);
+    setSaveStatus('saving');
+    void saveChatLlmField('llm_chat_unlimited_tool_rounds', value).then(showSave);
+  };
+
+  return (
+    <div className="mx-auto max-w-3xl px-4 py-8 sm:px-6">
+      {/* Header */}
+      <div className="mb-8 flex items-start justify-between gap-4">
+        <div>
+          <h1 className="text-xl font-semibold text-bright">{s.chatSection}</h1>
+          <p className="mt-1 text-sm text-muted-foreground">{s.chatSubtitle}</p>
+        </div>
+        {saveStatus === 'saving' && (
+          <div className="flex items-center gap-1.5 text-xs text-muted-foreground">
+            <Loader2 className="h-3.5 w-3.5 animate-spin" />
+            {s.chatSaving}
+          </div>
+        )}
+        {saveStatus === 'saved' && (
+          <span className="text-xs text-[var(--accent)]">{s.chatSaved}</span>
+        )}
+        {saveStatus === 'error' && (
+          <span className="text-xs text-red-500 dark:text-red-400">{s.chatSaveError}</span>
+        )}
+      </div>
+
+      {loadError && (
+        <p className="mb-6 rounded-xl border border-red-200 bg-red-50 px-4 py-3 text-sm text-red-700 dark:border-red-900 dark:bg-red-950/30 dark:text-red-400">
+          {loadError}
+        </p>
+      )}
+
+      {/* FAB position (localStorage) */}
+      <section className="mb-6 rounded-2xl border border-default bg-[var(--app-bg-elevated)] p-5">
+        <p className="mb-3 text-sm font-medium text-bright">{s.fabCornerLabel}</p>
+        <p className="mb-3 text-xs text-muted-foreground">{s.fabCornerHelp}</p>
+        <div className="grid grid-cols-2 gap-2 sm:grid-cols-4">
+          {CORNER_OPTIONS.map(({ value, label }) => (
+            <button
+              key={value}
+              type="button"
+              onClick={() => handleFabCorner(value)}
+              aria-pressed={fabCorner === value}
+              className={`rounded-xl border px-3 py-2 text-xs font-medium transition-colors ${
+                fabCorner === value
+                  ? 'border-[var(--accent)] bg-[var(--accent-bg)] text-[var(--accent)]'
+                  : 'border-default text-muted-foreground hover:border-[var(--accent)] hover:text-foreground'
+              }`}
+            >
+              {label}
+            </button>
+          ))}
+        </div>
+      </section>
+
+      {/* DB-backed settings */}
+      <section className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] divide-y divide-[var(--app-border-muted)]">
+        {/* Assistant name */}
+        <div className="px-5 py-4">
+          <label
+            htmlFor="assistant-name"
+            className="block text-sm font-medium text-bright"
+          >
+            {s.assistantNameLabel}
+          </label>
+          <input
+            id="assistant-name"
+            type="text"
+            value={assistantName}
+            placeholder={DEFAULT_CHAT_ASSISTANT_NAME}
+            onChange={(e) => handleNameChange(e.target.value)}
+            className="mt-2 w-full rounded-lg border border-default bg-[var(--app-bg-muted)] px-3 py-2 text-sm text-foreground placeholder:text-muted-foreground focus:border-[var(--accent)] focus:outline-none transition-colors"
+          />
+        </div>
+
+        {/* Assistant avatar */}
+        <div className="px-5 py-4">
+          <label
+            htmlFor="assistant-avatar"
+            className="block text-sm font-medium text-bright"
+          >
+            {s.assistantAvatarLabel}
+          </label>
+          <p className="mt-0.5 text-xs text-muted-foreground">{s.assistantAvatarHelp}</p>
+          <input
+            id="assistant-avatar"
+            type="text"
+            value={avatarUrl}
+            placeholder={DEFAULT_CHAT_ASSISTANT_AVATAR}
+            onChange={(e) => handleAvatarChange(e.target.value)}
+            className="mt-2 w-full rounded-lg border border-default bg-[var(--app-bg-muted)] px-3 py-2 text-sm text-foreground placeholder:text-muted-foreground font-mono focus:border-[var(--accent)] focus:outline-none transition-colors"
+          />
+        </div>
+
+        {/* Unlimited tool rounds */}
+        <Row
+          htmlFor="unlimited-tools-toggle"
+          label={s.unlimitedToolRoundsLabel}
+          help={s.unlimitedToolRoundsHelp}
+        >
+          <Toggle
+            id="unlimited-tools-toggle"
+            checked={unlimitedTools}
+            onChange={handleUnlimitedTools}
+            disabled={saveStatus === 'saving'}
+          />
+        </Row>
+      </section>
+
+      <p className="mt-4 text-[11px] text-muted-foreground">
+        FAB position is saved to this browser. Assistant name, avatar, and tool rounds are saved to the database.
+      </p>
+    </div>
+  );
+}
diff --git a/web/src/components/settings/DefaultsPanel.tsx b/web/src/components/settings/DefaultsPanel.tsx
new file mode 100644
index 00000000..5f99b1c7
--- /dev/null
+++ b/web/src/components/settings/DefaultsPanel.tsx
@@ -0,0 +1,91 @@
+'use client';
+
+import { useEffect, useState } from 'react';
+import {
+  DEFAULT_LANDING_VIEW,
+  LANDING_VIEW_OPTIONS,
+  getDefaultLandingView,
+  setDefaultLandingView,
+} from '@/lib/defaultViewPref';
+import type { ViewId } from '@/routes';
+
+function SelectRow({
+  label,
+  description,
+  value,
+  options,
+  onChange,
+}: {
+  label: string;
+  description: string;
+  value: string;
+  options: { id: string; label: string; description: string }[];
+  onChange: (v: string) => void;
+}) {
+  return (
+    <div className="py-4">
+      <p className="mb-0.5 text-sm font-medium text-bright">{label}</p>
+      <p className="mb-3 text-xs text-muted-foreground">{description}</p>
+      <div className="grid grid-cols-1 gap-2 sm:grid-cols-2">
+        {options.map((opt) => {
+          const active = value === opt.id;
+          return (
+            <button
+              key={opt.id}
+              type="button"
+              onClick={() => onChange(opt.id)}
+              className={`flex flex-col items-start rounded-xl border px-3.5 py-3 text-left transition-all ${
+                active
+                  ? 'border-[var(--accent)] bg-[var(--accent-bg)]'
+                  : 'border-default hover:border-[var(--accent)] hover:bg-[var(--app-bg-muted)]'
+              }`}
+            >
+              <span className={`text-xs font-medium ${active ? 'text-[var(--accent)]' : 'text-bright'}`}>
+                {opt.label}
+              </span>
+              <span className="mt-0.5 text-[11px] text-muted-foreground">{opt.description}</span>
+            </button>
+          );
+        })}
+      </div>
+    </div>
+  );
+}
+
+export default function DefaultsPanel() {
+  const [defaultView, setDefaultView] = useState<ViewId>(DEFAULT_LANDING_VIEW);
+
+  useEffect(() => {
+    setDefaultView(getDefaultLandingView());
+  }, []);
+
+  const handleDefaultViewChange = (id: string) => {
+    const view = id as ViewId;
+    setDefaultView(view);
+    setDefaultLandingView(view);
+  };
+
+  return (
+    <div className="mx-auto max-w-3xl px-4 py-8 sm:px-6">
+      <div className="mb-8">
+        <h1 className="text-xl font-semibold text-bright">Defaults</h1>
+        <p className="mt-1 text-sm text-muted-foreground">
+          Choose which view opens when you select a site from the home page. Saved to this browser.
+        </p>
+      </div>
+
+      <section className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] p-5">
+        <SelectRow
+          label="Default report view"
+          description="The view that opens automatically when you click a site in your portfolio."
+          value={defaultView}
+          options={LANDING_VIEW_OPTIONS}
+          onChange={handleDefaultViewChange}
+        />
+        <p className="mt-2 text-[11px] text-muted-foreground">
+          Saved to this browser only. Crawl-only previews always open the Links view.
+        </p>
+      </section>
+    </div>
+  );
+}
diff --git a/web/src/components/settings/LayoutPanel.tsx b/web/src/components/settings/LayoutPanel.tsx
new file mode 100644
index 00000000..bf60a452
--- /dev/null
+++ b/web/src/components/settings/LayoutPanel.tsx
@@ -0,0 +1,99 @@
+'use client';
+
+import { useEffect, useState } from 'react';
+import { strings } from '@/lib/strings';
+
+const s = strings.settings;
+const SIDEBAR_COLLAPSED_KEY = 'app-sidebar-collapsed';
+
+function loadSidebarCollapsed(): boolean {
+  try {
+    return localStorage.getItem(SIDEBAR_COLLAPSED_KEY) === '1';
+  } catch {
+    return false;
+  }
+}
+
+function saveSidebarCollapsed(value: boolean): void {
+  try {
+    localStorage.setItem(SIDEBAR_COLLAPSED_KEY, value ? '1' : '0');
+  } catch { /* ignore */ }
+}
+
+function Toggle({
+  checked,
+  onChange,
+  id,
+}: {
+  checked: boolean;
+  onChange: (v: boolean) => void;
+  id: string;
+}) {
+  return (
+    <button
+      id={id}
+      type="button"
+      role="switch"
+      aria-checked={checked}
+      onClick={() => onChange(!checked)}
+      className={`relative inline-flex h-5 w-9 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[var(--accent)] ${
+        checked ? 'bg-[var(--accent)]' : 'bg-[var(--app-bg-sunken)]'
+      }`}
+    >
+      <span
+        aria-hidden
+        className={`pointer-events-none block h-4 w-4 rounded-full bg-white shadow ring-0 transition-transform ${
+          checked ? 'translate-x-4' : 'translate-x-0'
+        }`}
+      />
+    </button>
+  );
+}
+
+export default function LayoutPanel() {
+  const [sidebarCollapsed, setSidebarCollapsed] = useState(false);
+
+  useEffect(() => {
+    setSidebarCollapsed(loadSidebarCollapsed());
+  }, []);
+
+  const handleSidebarCollapsed = (value: boolean) => {
+    setSidebarCollapsed(value);
+    saveSidebarCollapsed(value);
+  };
+
+  return (
+    <div className="mx-auto max-w-3xl px-4 py-8 sm:px-6">
+      <div className="mb-8">
+        <h1 className="text-xl font-semibold text-bright">{s.layoutSection}</h1>
+        <p className="mt-1 text-sm text-muted-foreground">{s.layoutSubtitle}</p>
+      </div>
+
+      <section className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] divide-y divide-[var(--app-border-muted)]">
+        {/* Sidebar collapsed */}
+        <div className="flex items-start justify-between gap-6 px-5 py-4">
+          <div className="min-w-0">
+            <label
+              htmlFor="sidebar-collapsed-toggle"
+              className="block text-sm font-medium text-bright cursor-pointer"
+            >
+              {s.sidebarCollapseLabel}
+            </label>
+            <p className="mt-0.5 text-xs text-muted-foreground">{s.sidebarCollapseHelp}</p>
+          </div>
+          <div className="flex-shrink-0 pt-0.5">
+            <Toggle
+              id="sidebar-collapsed-toggle"
+              checked={sidebarCollapsed}
+              onChange={handleSidebarCollapsed}
+            />
+          </div>
+        </div>
+      </section>
+
+      <p className="mt-4 text-[11px] text-muted-foreground">
+        These preferences are stored in your browser only. They take effect immediately on the next page load.
+      </p>
+    </div>
+  );
+}
diff --git a/web/src/components/settings/SettingsSidebar.tsx b/web/src/components/settings/SettingsSidebar.tsx
new file mode 100644
index 00000000..c218ec8c
--- /dev/null
+++ b/web/src/components/settings/SettingsSidebar.tsx
@@ -0,0 +1,258 @@
+'use client';
+
+import { useEffect, useRef, useState, type ReactNode } from 'react';
+import Link from 'next/link';
+import { usePathname } from 'next/navigation';
+import {
+  Bookmark,
+  ChevronLeft,
+  LayoutDashboard,
+  MessageSquare,
+  Palette,
+  PanelLeft,
+  PenLine,
+  Settings,
+  Tag,
+  type LucideIcon,
+} from 'lucide-react';
+import AppLogo from '@/components/AppLogo';
+import ThemeToggle from '@/components/ThemeToggle';
+import type { ChatLayoutState } from '@/components/chat/ChatShell';
+import {
+  SETTINGS_SIDEBAR_NAV_IDS,
+  isMiniNavLinkActive,
+  miniNavLinks,
+} from '@/lib/appNav';
+import { strings } from '@/lib/strings';
+
+const s = strings.settings;
+const c = strings.components.chat;
+
+const NAV_LINKS = miniNavLinks(SETTINGS_SIDEBAR_NAV_IDS);
+
+export type SettingsNavId = 'appearance' | 'layout' | 'chat' | 'writing' | 'branding' | 'defaults';
+
+export const SETTINGS_SECTIONS: { id: SettingsNavId; label: string; icon: LucideIcon }[] = [
+  { id: 'appearance', label: s.appearanceSection, icon: Palette },
+  { id: 'layout', label: s.layoutSection, icon: LayoutDashboard },
+  { id: 'chat', label: s.chatSection, icon: MessageSquare },
+  { id: 'writing', label: s.writingSection, icon: PenLine },
+  { id: 'branding', label: s.brandingSection, icon: Tag },
+  { id: 'defaults', label: s.defaultsSection, icon: Bookmark },
+];
+
+export interface SettingsSidebarProps extends ChatLayoutState {
+  activeSection: SettingsNavId;
+  onSectionChange: (section: SettingsNavId) => void;
+}
+
+function RailButton({
+  label,
+  onClick,
+  children,
+  active,
+}: {
+  label: string;
+  onClick?: () => void;
+  children: ReactNode;
+  active?: boolean;
+}) {
+  return (
+    <button
+      type="button"
+      onClick={onClick}
+      title={label}
+      aria-label={label}
+      className={`flex h-10 w-10 items-center justify-center rounded-xl transition-colors ${
+        active
+          ? 'bg-brand-700/80 text-foreground'
+          : 'text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground'
+      }`}
+    >
+      {children}
+    </button>
+  );
+}
+
+function QuickMenu({ onClose }: { onClose: () => void }) {
+  return (
+    <div className="w-56 rounded-2xl border border-default bg-[var(--chat-surface)] p-3 shadow-xl">
+      <p className="mb-2 text-xs font-medium text-bright">{c.settingsTitle}</p>
+      <div className="flex items-center justify-between gap-2 py-1.5">
+        <span className="text-xs text-muted-foreground">Theme</span>
+        <ThemeToggle />
+      </div>
+      <Link
+        href="/secrets"
+        className="mt-1 block rounded-lg px-2 py-1.5 text-xs text-link hover:bg-[var(--chat-surface-hover)]"
+        onClick={onClose}
+      >
+        API keys & secrets
+      </Link>
+    </div>
+  );
+}
+
+export default function SettingsSidebar({
+  activeSection,
+  onSectionChange,
+  expanded,
+  toggle,
+  setExpanded,
+}: SettingsSidebarProps) {
+  const pathname = usePathname();
+  const [quickOpen, setQuickOpen] = useState(false);
+  const quickRef = useRef<HTMLDivElement>(null);
+
+  useEffect(() => {
+    if (!quickOpen) return;
+    const onDocClick = (e: MouseEvent) => {
+      if (quickRef.current && !quickRef.current.contains(e.target as Node)) {
+        setQuickOpen(false);
+      }
+    };
+    const onKey = (e: KeyboardEvent) => {
+      if (e.key === 'Escape') setQuickOpen(false);
+    };
+    document.addEventListener('mousedown', onDocClick);
+    document.addEventListener('keydown', onKey);
+    return () => {
+      document.removeEventListener('mousedown', onDocClick);
+      document.removeEventListener('keydown', onKey);
+    };
+  }, [quickOpen]);
+
+  const sectionList = (
+    <ul className="space-y-0.5">
+      {SETTINGS_SECTIONS.map(({ id, label, icon: Icon }) => {
+        const selected = activeSection === id;
+        return (
+          <li key={id}>
+            <button
+              type="button"
+              onClick={() => onSectionChange(id)}
+              className={`flex w-full items-center gap-2 rounded-lg px-2.5 py-2 text-left text-xs transition-colors ${
+                selected
+                  ? 'bg-brand-700/60 text-foreground'
+                  : 'text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground'
+              }`}
+            >
+              <Icon className="h-4 w-4 shrink-0" aria-hidden />
+              <span className="truncate">{label}</span>
+            </button>
+          </li>
+        );
+      })}
+    </ul>
+  );
+
+  if (!expanded) {
+    const { icon: ActiveIcon } = SETTINGS_SECTIONS.find((s2) => s2.id === activeSection) ??
+      SETTINGS_SECTIONS[0];
+    return (
+      <div className="chat-sidebar-rail">
+        <Link href="/home" className="mb-2 flex h-10 w-10 items-center justify-center" title={c.navHome}>
+          <AppLogo />
+        </Link>
+
+        <RailButton label={s.expandSidebar} onClick={() => setExpanded(true)}>
+          <PanelLeft className="h-5 w-5" />
+        </RailButton>
+
+        <RailButton label={s.sectionsLabel} onClick={() => setExpanded(true)} active>
+          <ActiveIcon className="h-5 w-5" />
+        </RailButton>
+
+        <div className="relative mt-auto" ref={quickRef}>
+          <RailButton
+            label={c.settingsTitle}
+            onClick={() => setQuickOpen((v) => !v)}
+            active={quickOpen}
+          >
+            <Settings className="h-5 w-5" />
+          </RailButton>
+          {quickOpen ? (
+            <div className="absolute bottom-0 left-full z-50 ml-2">
+              <QuickMenu onClose={() => setQuickOpen(false)} />
+            </div>
+          ) : null}
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <>
+      <button
+        type="button"
+        aria-label={strings.app.ariaCloseMenu}
+        className="chat-sidebar-backdrop"
+        onClick={toggle}
+      />
+
+      <aside className="chat-sidebar-panel">
+        <div className="flex items-center justify-between gap-2 px-3 py-3">
+          <Link href="/home" className="flex min-w-0 items-center gap-2">
+            <AppLogo size={20} />
+            <span className="truncate text-sm font-medium text-bright">{s.sidebarTitle}</span>
+          </Link>
+          <button
+            type="button"
+            onClick={toggle}
+            className="rounded-lg p-1.5 text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground"
+            aria-label={s.collapseSidebar}
+          >
+            <ChevronLeft className="h-4 w-4" />
+          </button>
+        </div>
+
+        <nav className="border-b border-muted/30 px-2 py-2">
+          <ul className="space-y-0.5">
+            {NAV_LINKS.map(({ href, label, icon: Icon }) => {
+              const isActive = isMiniNavLinkActive(href, pathname);
+              return (
+                <li key={href}>
+                  <Link
+                    href={href}
+                    className={`flex items-center gap-2 rounded-lg px-2.5 py-1.5 text-xs transition-colors ${
+                      isActive
+                        ? 'bg-brand-700/60 text-foreground'
+                        : 'text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground'
+                    }`}
+                  >
+                    <Icon className="h-4 w-4 shrink-0" />
+                    {label}
+                  </Link>
+                </li>
+              );
+            })}
+          </ul>
+        </nav>
+
+        <div className="flex min-h-0 flex-1 flex-col overflow-hidden">
+          <p className="px-3 pb-1 pt-2 text-[10px] font-medium uppercase tracking-wide text-muted-foreground">
+            {s.sectionsLabel}
+          </p>
+          <div className="min-h-0 flex-1 overflow-y-auto px-2 pb-2">{sectionList}</div>
+        </div>
+
+        <div className="relative border-t border-muted/30 p-2" ref={quickRef}>
+          <button
+            type="button"
+            onClick={() => setQuickOpen((v) => !v)}
+            className="flex w-full items-center gap-2 rounded-lg px-2.5 py-2 text-xs text-muted-foreground transition-colors hover:bg-[var(--chat-surface-hover)] hover:text-foreground"
+            aria-expanded={quickOpen}
+          >
+            <Settings className="h-4 w-4" />
+            {c.settingsTitle}
+          </button>
+          {quickOpen ? (
+            <div className="absolute bottom-full left-2 right-2 z-50 mb-1">
+              <QuickMenu onClose={() => setQuickOpen(false)} />
+            </div>
+          ) : null}
+        </div>
+      </aside>
+    </>
+  );
+}
diff --git a/web/src/components/settings/WritingPanel.tsx b/web/src/components/settings/WritingPanel.tsx
new file mode 100644
index 00000000..19603a28
--- /dev/null
+++ b/web/src/components/settings/WritingPanel.tsx
@@ -0,0 +1,106 @@
+'use client';
+
+import { useEffect, useState } from 'react';
+import Link from 'next/link';
+import { strings } from '@/lib/strings';
+
+const s = strings.settings;
+
+const CONTENT_STUDIO_AI_KEY = 'content-studio-ai-enabled';
+
+function loadContentStudioAi(): boolean {
+  try {
+    const raw = localStorage.getItem(CONTENT_STUDIO_AI_KEY);
+    if (raw === '0') return false;
+    return true; // default on
+  } catch {
+    return true;
+  }
+}
+
+function saveContentStudioAi(value: boolean): void {
+  try {
+    localStorage.setItem(CONTENT_STUDIO_AI_KEY, value ? '1' : '0');
+  } catch { /* ignore */ }
+}
+
+function Toggle({
+  checked,
+  onChange,
+  id,
+}: {
+  checked: boolean;
+  onChange: (v: boolean) => void;
+  id: string;
+}) {
+  return (
+    <button
+      id={id}
+      type="button"
+      role="switch"
+      aria-checked={checked}
+      onClick={() => onChange(!checked)}
+      className={`relative inline-flex h-5 w-9 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[var(--accent)] ${
+        checked ? 'bg-[var(--accent)]' : 'bg-[var(--app-bg-sunken)]'
+      }`}
+    >
+      <span
+        aria-hidden
+        className={`pointer-events-none block h-4 w-4 rounded-full bg-white shadow ring-0 transition-transform ${
+          checked ? 'translate-x-4' : 'translate-x-0'
+        }`}
+      />
+    </button>
+  );
+}
+
+export default function WritingPanel() {
+  const [aiEnabled, setAiEnabled] = useState(true);
+
+  useEffect(() => {
+    setAiEnabled(loadContentStudioAi());
+  }, []);
+
+  const handleAiToggle = (value: boolean) => {
+    setAiEnabled(value);
+    saveContentStudioAi(value);
+  };
+
+  return (
+    <div className="mx-auto max-w-3xl px-4 py-8 sm:px-6">
+      <div className="mb-8">
+        <h1 className="text-xl font-semibold text-bright">{s.writingSection}</h1>
+        <p className="mt-1 text-sm text-muted-foreground">{s.writingSubtitle}</p>
+      </div>
+
+      <section className="rounded-2xl border border-default bg-[var(--app-bg-elevated)] divide-y divide-[var(--app-border-muted)]">
+        <div className="flex items-start justify-between gap-6 px-5 py-4">
+          <div className="min-w-0 flex-1">
+            <label
+              htmlFor="content-studio-ai-toggle"
+              className="block text-sm font-medium text-bright cursor-pointer"
+            >
+              {s.contentStudioAiLabel}
+            </label>
+            <p className="mt-0.5 text-xs text-muted-foreground">{s.contentStudioAiHelp}</p>
+          </div>
+          <div className="flex-shrink-0 pt-0.5">
+            <Toggle
+              id="content-studio-ai-toggle"
+              checked={aiEnabled}
+              onChange={handleAiToggle}
+            />
+          </div>
+        </div>
+      </section>
+
+      <p className="mt-4 text-[11px] text-muted-foreground">
+        This preference is saved to your browser only. The server-side AI gate for Content Studio is on the{' '}
+        <Link href="/pipeline?group=content-ai" className="text-link hover:underline underline-offset-2">
+          Pipeline → Content & AI
+        </Link>{' '}
+        page.
+      </p>
+    </div>
+  );
+}
diff --git a/web/src/context/BrandingContext.ts b/web/src/context/BrandingContext.ts
new file mode 100644
index 00000000..04886e33
--- /dev/null
+++ b/web/src/context/BrandingContext.ts
@@ -0,0 +1,27 @@
+import { createContext } from 'react';
+import { strings } from '@/lib/strings';
+
+export interface BrandingState {
+  productName: string;
+  productSubtitle: string;
+  logoUrl: string;
+}
+
+export interface BrandingContextValue extends BrandingState {
+  setBrandName: (name: string) => void;
+  setBrandSubtitle: (subtitle: string) => void;
+  setLogoUrl: (url: string) => void;
+}
+
+export const DEFAULT_BRANDING: BrandingState = {
+  productName: strings.app.productName,
+  productSubtitle: strings.app.productSubtitle,
+  logoUrl: '',
+};
+
+export const BrandingContext = createContext<BrandingContextValue>({
+  ...DEFAULT_BRANDING,
+  setBrandName: () => undefined,
+  setBrandSubtitle: () => undefined,
+  setLogoUrl: () => undefined,
+});
diff --git a/web/src/context/BrandingProvider.tsx b/web/src/context/BrandingProvider.tsx
new file mode 100644
index 00000000..cca8a7a9
--- /dev/null
+++ b/web/src/context/BrandingProvider.tsx
@@ -0,0 +1,78 @@
+'use client';
+
+import { type ReactNode, useCallback, useEffect, useMemo, useState } from 'react';
+import { apiUrl } from '@/lib/publicBase';
+import { BrandingContext, DEFAULT_BRANDING, type BrandingState } from './BrandingContext';
+
+const BRAND_NAME_KEY = 'brand_name';
+const BRAND_SUBTITLE_KEY = 'brand_subtitle';
+const BRAND_LOGO_KEY = 'brand_logo_url';
+
+async function loadBrandingFromDb(): Promise<Partial<BrandingState>> {
+  try {
+    const [nameRes, subtitleRes, logoRes] = await Promise.all([
+      fetch(apiUrl(`/app-settings?key=${BRAND_NAME_KEY}`)),
+      fetch(apiUrl(`/app-settings?key=${BRAND_SUBTITLE_KEY}`)),
+      fetch(apiUrl(`/app-settings?key=${BRAND_LOGO_KEY}`)),
+    ]);
+    const [nameData, subtitleData, logoData] = await Promise.all([
+      nameRes.ok ? (nameRes.json() as Promise<{ value: string | null }>) : Promise.resolve({ value: null }),
+      subtitleRes.ok ? (subtitleRes.json() as Promise<{ value: string | null }>) : Promise.resolve({ value: null }),
+      logoRes.ok ? (logoRes.json() as Promise<{ value: string | null }>) : Promise.resolve({ value: null }),
+    ]);
+    const result: Partial<BrandingState> = {};
+    if (nameData.value) result.productName = nameData.value;
+    if (subtitleData.value) result.productSubtitle = subtitleData.value;
+    if (logoData.value) result.logoUrl = logoData.value;
+    return result;
+  } catch {
+    return {};
+  }
+}
+
+async function saveBrandKey(key: string, value: string): Promise<void> {
+  try {
+    await fetch(apiUrl('/app-settings'), {
+      method: 'PUT',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ key, value }),
+    });
+  } catch { /* ignore */ }
+}
+
+export default function BrandingProvider({ children }: { children: ReactNode }): ReactNode {
+  const [branding, setBranding] = useState<BrandingState>({ ...DEFAULT_BRANDING });
+
+  useEffect(() => {
+    void loadBrandingFromDb().then((db) => {
+      if (!db.productName && !db.productSubtitle && !db.logoUrl) return;
+      setBranding((prev) => ({
+        productName: db.productName ?? prev.productName,
+        productSubtitle: db.productSubtitle ?? prev.productSubtitle,
+        logoUrl: db.logoUrl ?? prev.logoUrl,
+      }));
+    });
+  }, []);
+
+  const setBrandName = useCallback((name: string) => {
+    setBranding((prev) => ({ ...prev, productName: name || DEFAULT_BRANDING.productName }));
+    void saveBrandKey(BRAND_NAME_KEY, name);
+  }, []);
+
+  const setBrandSubtitle = useCallback((subtitle: string) => {
+    setBranding((prev) => ({ ...prev, productSubtitle: subtitle || DEFAULT_BRANDING.productSubtitle }));
+    void saveBrandKey(BRAND_SUBTITLE_KEY, subtitle);
+  }, []);
+
+  const setLogoUrl = useCallback((url: string) => {
+    setBranding((prev) => ({ ...prev, logoUrl: url }));
+    void saveBrandKey(BRAND_LOGO_KEY, url);
+  }, []);
+
+  const value = useMemo(
+    () => ({ ...branding, setBrandName, setBrandSubtitle, setLogoUrl }),
+    [branding, setBrandName, setBrandSubtitle, setLogoUrl],
+  );
+
+  return <BrandingContext.Provider value={value}>{children}</BrandingContext.Provider>;
+}
diff --git a/web/src/context/ThemeProvider.tsx b/web/src/context/ThemeProvider.tsx
index c3392f52..e27a9cab 100644
--- a/web/src/context/ThemeProvider.tsx
+++ b/web/src/context/ThemeProvider.tsx
@@ -3,12 +3,19 @@
 import { useCallback, useEffect, useMemo, useState, type ReactNode } from 'react';
 import { syncChartJsDefaultsColor } from '../utils/chartJsDefaults';
 import { ThemeContext, type ThemePreference } from './themeContext';
+import type { CustomThemeState, TokenMap } from '../lib/themeTokens';
 import {
   THEME_STORAGE_KEY,
   applyDomTheme,
   getStoredThemePreference,
   resolveEffectiveDark,
 } from './themeUtils';
+import {
+  applyCustomColors,
+  getStoredCustomTheme,
+  loadCustomThemeFromDb,
+  saveCustomThemeToDb,
+} from './customThemeUtils';
 
 export interface ThemeProviderProps {
   children: ReactNode;
@@ -17,9 +24,27 @@ export interface ThemeProviderProps {
 export function ThemeProvider({ children }: ThemeProviderProps) {
   // Match SSR default; sync from localStorage after mount to avoid hydration mismatch.
   const [preference, setPreferenceState] = useState<ThemePreference>('system');
+  const [customTheme, setCustomThemeState] = useState<CustomThemeState>({ light: {}, dark: {} });
 
   useEffect(() => {
-    setPreferenceState(getStoredThemePreference());
+    const pref = getStoredThemePreference();
+    setPreferenceState(pref);
+
+    // Apply localStorage immediately for zero-flicker (DB load below will sync if different)
+    const localStored = getStoredCustomTheme();
+    setCustomThemeState(localStored);
+    applyCustomColors(resolveEffectiveDark(pref), localStored);
+
+    // Then load from DB — overrides localStorage if DB has a newer/different value
+    void loadCustomThemeFromDb().then((dbState) => {
+      if (!dbState) return;
+      setCustomThemeState(dbState);
+      // Also update localStorage so the FOUC script stays fresh
+      try {
+        localStorage.setItem('wp-theme-custom:v1', JSON.stringify(dbState));
+      } catch { /* ignore */ }
+      applyCustomColors(resolveEffectiveDark(getStoredThemePreference()), dbState);
+    });
   }, []);
 
   const setPreference = useCallback((next: ThemePreference) => {
@@ -32,26 +57,115 @@ export function ThemeProvider({ children }: ThemeProviderProps) {
     applyDomTheme(next);
   }, []);
 
+  // Re-apply custom colors whenever effective dark mode changes
   useEffect(() => {
     applyDomTheme(preference);
     syncChartJsDefaultsColor();
+    setCustomThemeState((current) => {
+      applyCustomColors(resolveEffectiveDark(preference), current);
+      return current;
+    });
   }, [preference]);
 
   useEffect(() => {
     if (preference !== 'system') return undefined;
     const mq = window.matchMedia('(prefers-color-scheme: dark)');
-    const onChange = () => applyDomTheme('system');
+    const onChange = () => {
+      applyDomTheme('system');
+      setCustomThemeState((current) => {
+        applyCustomColors(resolveEffectiveDark('system'), current);
+        return current;
+      });
+    };
     mq.addEventListener('change', onChange);
     return () => mq.removeEventListener('change', onChange);
   }, [preference]);
 
+  /** Persist state to DB + localStorage and re-apply CSS vars. */
+  const persistAndApply = useCallback(
+    (next: CustomThemeState) => {
+      setCustomThemeState(next);
+      void saveCustomThemeToDb(next);
+      applyCustomColors(resolveEffectiveDark(preference), next);
+    },
+    [preference],
+  );
+
+  const setCustomToken = useCallback(
+    (dark: boolean, cssVar: string, value: string) => {
+      setCustomThemeState((current) => {
+        const modeKey = dark ? 'dark' : 'light';
+        const next: CustomThemeState = {
+          ...current,
+          [modeKey]: { ...current[modeKey], [cssVar]: value },
+        };
+        void saveCustomThemeToDb(next);
+        applyCustomColors(resolveEffectiveDark(preference), next);
+        return next;
+      });
+    },
+    [preference],
+  );
+
+  const resetCustomToken = useCallback(
+    (dark: boolean, cssVar: string) => {
+      setCustomThemeState((current) => {
+        const modeKey = dark ? 'dark' : 'light';
+        const updated = { ...current[modeKey] };
+        delete updated[cssVar];
+        const next: CustomThemeState = { ...current, [modeKey]: updated };
+        void saveCustomThemeToDb(next);
+        applyCustomColors(resolveEffectiveDark(preference), next);
+        return next;
+      });
+    },
+    [preference],
+  );
+
+  const setCustomModeMap = useCallback(
+    (_dark: boolean, map: TokenMap) => {
+      setCustomThemeState((current) => {
+        const modeKey = _dark ? 'dark' : 'light';
+        const next: CustomThemeState = { ...current, [modeKey]: { ...map } };
+        persistAndApply(next);
+        return next;
+      });
+    },
+    [persistAndApply],
+  );
+
+  const resetCustomMode = useCallback(
+    (_dark: boolean) => {
+      setCustomThemeState((current) => {
+        const modeKey = _dark ? 'dark' : 'light';
+        const next: CustomThemeState = { ...current, [modeKey]: {} };
+        persistAndApply(next);
+        return next;
+      });
+    },
+    [persistAndApply],
+  );
+
   const value = useMemo(
     () => ({
       preference,
       setPreference,
       effectiveDark: resolveEffectiveDark(preference),
+      customTheme,
+      setCustomToken,
+      resetCustomToken,
+      setCustomModeMap,
+      resetCustomMode,
     }),
-    [preference, setPreference],
+    [
+      preference,
+      setPreference,
+      customTheme,
+      setCustomToken,
+      resetCustomToken,
+      setCustomModeMap,
+      resetCustomMode,
+    ],
   );
 
   return <ThemeContext.Provider value={value}>{children}</ThemeContext.Provider>;
diff --git a/web/src/context/customThemeUtils.ts b/web/src/context/customThemeUtils.ts
new file mode 100644
index 00000000..7e571b6b
--- /dev/null
+++ b/web/src/context/customThemeUtils.ts
@@ -0,0 +1,115 @@
+import type { CustomThemeState, TokenMap } from '../lib/themeTokens';
+import { apiUrl } from '../lib/publicBase';
+
+export const CUSTOM_THEME_KEY = 'wp-theme-custom:v1';
+export const CUSTOM_THEME_DB_KEY = 'custom_theme';
+
+export function getStoredCustomTheme(): CustomThemeState {
+  try {
+    const raw = localStorage.getItem(CUSTOM_THEME_KEY);
+    if (!raw) return { light: {}, dark: {} };
+    const parsed = JSON.parse(raw) as unknown;
+    if (
+      typeof parsed === 'object' &&
+      parsed !== null &&
+      'light' in parsed &&
+      'dark' in parsed &&
+      typeof (parsed as Record<string, unknown>).light === 'object' &&
+      typeof (parsed as Record<string, unknown>).dark === 'object'
+    ) {
+      return parsed as CustomThemeState;
+    }
+  } catch {
+    /* ignore */
+  }
+  return { light: {}, dark: {} };
+}
+
+export function setStoredCustomTheme(state: CustomThemeState): void {
+  try {
+    localStorage.setItem(CUSTOM_THEME_KEY, JSON.stringify(state));
+  } catch {
+    /* ignore */
+  }
+}
+
+/** Apply (or clear) inline CSS variable overrides on documentElement.
+ *
+ * For each token in the provided map, sets it as an inline style.
+ * For all known tokens NOT in the map, removes the inline style so the
+ * stylesheet default takes over.
+ */
+export function applyCustomColors(dark: boolean, custom: CustomThemeState): void {
+  const map: TokenMap = dark ? custom.dark : custom.light;
+  const el = document.documentElement;
+
+  // Collect all css vars we might have previously set so we can clear stale ones
+  const allKnownVars = [
+    '--app-bg',
+    '--app-bg-elevated',
+    '--app-bg-muted',
+    '--app-bg-sunken',
+    '--app-text',
+    '--app-text-heading',
+    '--app-text-subtle',
+    '--accent',
+    '--accent-warm',
+    '--accent-2',
+    '--app-link',
+    '--app-link-soft',
+  ];
+
+  for (const cssVar of allKnownVars) {
+    const value = map[cssVar];
+    if (value !== undefined && value !== '') {
+      el.style.setProperty(cssVar, value);
+    } else {
+      el.style.removeProperty(cssVar);
+    }
+  }
+}
+
+/** Serialise a CustomThemeState to a compact JSON string suitable for
+ *  embedding directly in an inline script (< > are escaped). */
+export function serializeCustomThemeForScript(state: CustomThemeState): string {
+  return JSON.stringify(state).replace(/</g, '\\u003c').replace(/>/g, '\\u003e');
+}
+
+// ─── Database persistence ─────────────────────────────────────────────────────
+
+/** Load custom theme from DB (via API). Returns null on any failure. */
+export async function loadCustomThemeFromDb(): Promise<CustomThemeState | null> {
+  try {
+    const res = await fetch(apiUrl(`/app-settings?key=${CUSTOM_THEME_DB_KEY}`));
+    if (!res.ok) return null;
+    const data = (await res.json()) as { key: string; value: string | null };
+    if (!data.value) return null;
+    const parsed = JSON.parse(data.value) as unknown;
+    if (
+      typeof parsed === 'object' &&
+      parsed !== null &&
+      'light' in parsed &&
+      'dark' in parsed
+    ) {
+      return parsed as CustomThemeState;
+    }
+    return null;
+  } catch {
+    return null;
+  }
+}
+
+/** Save custom theme to DB (via API). Also writes localStorage for FOUC cache. */
+export async function saveCustomThemeToDb(state: CustomThemeState): Promise<void> {
+  // Always keep localStorage in sync as a fast FOUC cache
+  setStoredCustomTheme(state);
+  try {
+    await fetch(apiUrl('/app-settings'), {
+      method: 'PUT',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ key: CUSTOM_THEME_DB_KEY, value: JSON.stringify(state) }),
+    });
+  } catch {
+    /* ignore — localStorage is the fallback */
+  }
+}
diff --git a/web/src/context/themeContext.ts b/web/src/context/themeContext.ts
index addc6568..6b125ebe 100644
--- a/web/src/context/themeContext.ts
+++ b/web/src/context/themeContext.ts
@@ -1,4 +1,5 @@
 import { createContext } from 'react';
+import type { CustomThemeState, TokenMap } from '../lib/themeTokens';
 
 export type ThemePreference = 'light' | 'dark' | 'system';
 
@@ -6,6 +7,16 @@ export interface ThemeContextValue {
   preference: ThemePreference;
   setPreference: (next: ThemePreference) => void;
   effectiveDark: boolean;
+  /** Custom per-mode token overrides (persisted in localStorage). */
+  customTheme: CustomThemeState;
+  /** Update one token in the given mode and persist + apply immediately. */
+  setCustomToken: (dark: boolean, cssVar: string, value: string) => void;
+  /** Remove one token override in the given mode. */
+  resetCustomToken: (dark: boolean, cssVar: string) => void;
+  /** Replace the full token map for one mode (e.g. preset apply). */
+  setCustomModeMap: (dark: boolean, map: TokenMap) => void;
+  /** Clear all overrides for one mode. */
+  resetCustomMode: (dark: boolean) => void;
 }
 
 export const ThemeContext = createContext<ThemeContextValue | null>(null);
diff --git a/web/src/context/useBranding.ts b/web/src/context/useBranding.ts
new file mode 100644
index 00000000..a1ef1703
--- /dev/null
+++ b/web/src/context/useBranding.ts
@@ -0,0 +1,6 @@
+import { useContext } from 'react';
+import { BrandingContext } from './BrandingContext';
+
+export function useBranding() {
+  return useContext(BrandingContext);
+}
diff --git a/web/src/lib/appNav.ts b/web/src/lib/appNav.ts
index 20cab603..0b2e3cc0 100644
--- a/web/src/lib/appNav.ts
+++ b/web/src/lib/appNav.ts
@@ -23,6 +23,7 @@ import {
   LayoutGrid,
   Link as LinkIcon,
   Repeat,
+  Settings as SettingsIcon,
   Share2,
   ShieldAlert,
   Terminal,
@@ -36,7 +37,7 @@ import {
 import { strings } from '@/lib/strings';
 import { viewIdToPathSlug, type ViewId } from '@/routes';
 
-export type NavItemId = ViewId | 'pipeline' | 'secrets' | 'mcp' | 'docs' | 'chat' | 'write' | 'pages-md';
+export type NavItemId = ViewId | 'pipeline' | 'secrets' | 'mcp' | 'docs' | 'chat' | 'write' | 'pages-md' | 'settings';
 
 export interface AppNavItem {
   id: NavItemId;
@@ -54,6 +55,7 @@ export interface AppNavItem {
  * `description` to only some entries would not type-check.
  */
 const NAV_DESCRIPTIONS: Partial<Record<NavItemId, string>> = {
+  settings: 'Appearance, color palette & preferences',
   home: 'Pick a property to audit',
   overview: 'Audit health at a glance',
   dashboards: 'Build your own metric dashboards',
@@ -187,6 +189,15 @@ const PAGES_MD_NAV: AppNavItem = {
   description: NAV_DESCRIPTIONS['pages-md'],
 };
 
+const SETTINGS_NAV: AppNavItem = {
+  id: 'settings',
+  label: strings.nav.settings.label,
+  section: strings.nav.settings.section,
+  icon: SettingsIcon,
+  hrefPath: '/settings',
+  description: NAV_DESCRIPTIONS.settings,
+};
+
 export const APP_NAV_ITEMS: AppNavItem[] = [
   ...VIEW_NAV.map(({ id, icon }) => ({
     id,
@@ -203,6 +214,7 @@ export const APP_NAV_ITEMS: AppNavItem[] = [
   WRITE_NAV,
   CHAT_NAV,
   PAGES_MD_NAV,
+  SETTINGS_NAV,
 ];
 
 /** View ids rendered inside ReportShell — keep in sync with `VIEW_CONFIG`. */
@@ -211,7 +223,7 @@ export const REPORT_VIEW_IDS: ViewId[] = VIEW_NAV.map(({ id }) => id);
 export const APP_NAV_SECTIONS = [...new Set(APP_NAV_ITEMS.map((item) => item.section))];
 
 /** Routes with their own app pages — not resolved by `pathSlugToViewId`. */
-export const STANDALONE_NAV_IDS = ['pipeline', 'secrets', 'mcp', 'docs', 'chat', 'write', 'pages-md'] as const satisfies readonly NavItemId[];
+export const STANDALONE_NAV_IDS = ['pipeline', 'secrets', 'mcp', 'docs', 'chat', 'write', 'pages-md', 'settings'] as const satisfies readonly NavItemId[];
 
 export type StandaloneNavId = (typeof STANDALONE_NAV_IDS)[number];
 
@@ -254,6 +266,7 @@ export const CHAT_SIDEBAR_NAV_IDS = [
   'docs',
   'write',
   'pages-md',
+  'settings',
 ] as const satisfies readonly NavItemId[];
 
 export const WRITE_SIDEBAR_NAV_IDS = [
@@ -267,6 +280,7 @@ export const WRITE_SIDEBAR_NAV_IDS = [
   'chat',
   'write',
   'pages-md',
+  'settings',
 ] as const satisfies readonly NavItemId[];
 
 export const SECRETS_SIDEBAR_NAV_IDS = WRITE_SIDEBAR_NAV_IDS;
@@ -285,6 +299,20 @@ export const PAGES_MD_SIDEBAR_NAV_IDS = [
   'docs',
   'chat',
   'write',
+  'settings',
+] as const satisfies readonly NavItemId[];
+
+export const SETTINGS_SIDEBAR_NAV_IDS = [
+  'home',
+  'search-performance',
+  'links',
+  'pipeline',
+  'secrets',
+  'mcp',
+  'docs',
+  'chat',
+  'write',
+  'pages-md',
 ] as const satisfies readonly NavItemId[];
 
 export function isMiniNavLinkActive(href: string, pathname: string): boolean {
@@ -295,11 +323,12 @@ export function isMiniNavLinkActive(href: string, pathname: string): boolean {
   if (href === '/chat') return pathname.startsWith('/chat');
   if (href === '/pipeline') return pathname.startsWith('/pipeline');
   if (href === '/pages-md') return pathname.startsWith('/pages-md');
+  if (href === '/settings') return pathname.startsWith('/settings');
   return pathname === href;
 }
 
 export function navHref(item: AppNavItem, trailingQuery: string): string {
-  if (item.id === 'home' || item.id === 'pipeline' || item.id === 'secrets' || item.id === 'mcp' || item.id === 'docs' || item.id === 'chat' || item.id === 'write' || item.id === 'pages-md') {
+  if (item.id === 'home' || item.id === 'pipeline' || item.id === 'secrets' || item.id === 'mcp' || item.id === 'docs' || item.id === 'chat' || item.id === 'write' || item.id === 'pages-md' || item.id === 'settings') {
     return item.hrefPath;
   }
   const raw = trailingQuery.startsWith('?') ? trailingQuery.slice(1) : trailingQuery;
@@ -335,6 +364,9 @@ export function isNavItemActive(item: AppNavItem, pathname: string): boolean {
   if (item.id === 'pages-md') {
     return pathname === '/pages-md' || pathname.startsWith('/pages-md/');
   }
+  if (item.id === 'settings') {
+    return pathname === '/settings' || pathname.startsWith('/settings/');
+  }
   if (item.id === 'home') {
     return pathname === '/home';
   }
diff --git a/web/src/lib/defaultViewPref.ts b/web/src/lib/defaultViewPref.ts
new file mode 100644
index 00000000..3dcb84bb
--- /dev/null
+++ b/web/src/lib/defaultViewPref.ts
@@ -0,0 +1,30 @@
+import type { ViewId } from '@/routes';
+
+const DEFAULT_VIEW_LS_KEY = 'wp-default-view:v1';
+
+/** Views that make sense as a landing target after selecting a site. */
+export const LANDING_VIEW_OPTIONS: { id: ViewId; label: string; description: string }[] = [
+  { id: 'overview', label: 'Overview', description: 'Audit summary with scores and key metrics' },
+  { id: 'dashboards', label: 'Dashboards', description: 'Custom widget dashboards' },
+  { id: 'issues', label: 'Issues', description: 'Prioritised list of all detected issues' },
+  { id: 'links', label: 'Links', description: 'Full crawl link inventory' },
+  { id: 'content', label: 'Content', description: 'Page content and metadata analysis' },
+  { id: 'lighthouse', label: 'Lighthouse', description: 'Performance, accessibility and SEO scores' },
+  { id: 'search-performance', label: 'Search performance', description: 'Google Search Console data' },
+];
+
+export const DEFAULT_LANDING_VIEW: ViewId = 'overview';
+
+export function getDefaultLandingView(): ViewId {
+  try {
+    const v = localStorage.getItem(DEFAULT_VIEW_LS_KEY) as ViewId | null;
+    if (v && LANDING_VIEW_OPTIONS.some((o) => o.id === v)) return v;
+  } catch { /* ignore */ }
+  return DEFAULT_LANDING_VIEW;
+}
+
+export function setDefaultLandingView(view: ViewId): void {
+  try {
+    localStorage.setItem(DEFAULT_VIEW_LS_KEY, view);
+  } catch { /* ignore */ }
+}
diff --git a/web/src/lib/themeTokens.ts b/web/src/lib/themeTokens.ts
new file mode 100644
index 00000000..7d147ccb
--- /dev/null
+++ b/web/src/lib/themeTokens.ts
@@ -0,0 +1,191 @@
+export interface ThemeToken {
+  id: string;
+  cssVar: string;
+  label: string;
+  group: string;
+  defaultLight: string;
+  defaultDark: string;
+}
+
+export type TokenMap = Record<string, string>;
+
+export interface CustomThemeState {
+  light: TokenMap;
+  dark: TokenMap;
+}
+
+export const THEME_TOKENS: ThemeToken[] = [
+  // Backgrounds
+  { id: 'app-bg', cssVar: '--app-bg', label: 'Page background', group: 'Backgrounds', defaultLight: '#f8fafc', defaultDark: '#0b0f19' },
+  { id: 'app-bg-elevated', cssVar: '--app-bg-elevated', label: 'Elevated surface', group: 'Backgrounds', defaultLight: '#ffffff', defaultDark: '#111827' },
+  { id: 'app-bg-muted', cssVar: '--app-bg-muted', label: 'Muted surface', group: 'Backgrounds', defaultLight: '#f1f5f9', defaultDark: '#1f2937' },
+  { id: 'app-bg-sunken', cssVar: '--app-bg-sunken', label: 'Sunken / image placeholder', group: 'Backgrounds', defaultLight: '#e2e8f0', defaultDark: '#06080f' },
+  // Text
+  { id: 'app-text', cssVar: '--app-text', label: 'Body text', group: 'Text', defaultLight: '#334155', defaultDark: '#cbd5e1' },
+  { id: 'app-text-heading', cssVar: '--app-text-heading', label: 'Heading text', group: 'Text', defaultLight: '#0f172a', defaultDark: '#e2e8f0' },
+  { id: 'app-text-subtle', cssVar: '--app-text-subtle', label: 'Subtle / muted text', group: 'Text', defaultLight: '#526077', defaultDark: '#64748b' },
+  // Accents
+  { id: 'accent', cssVar: '--accent', label: 'Primary accent', group: 'Accents', defaultLight: '#2563eb', defaultDark: '#60a5fa' },
+  { id: 'accent-warm', cssVar: '--accent-warm', label: 'Warm accent (orange)', group: 'Accents', defaultLight: '#f97316', defaultDark: '#fb923c' },
+  { id: 'accent-2', cssVar: '--accent-2', label: 'Secondary accent (purple)', group: 'Accents', defaultLight: '#8b5cf6', defaultDark: '#a78bfa' },
+  // Links
+  { id: 'app-link', cssVar: '--app-link', label: 'Link color', group: 'Links', defaultLight: '#1d4ed8', defaultDark: '#60a5fa' },
+  { id: 'app-link-soft', cssVar: '--app-link-soft', label: 'Link soft / hover', group: 'Links', defaultLight: '#1e3a8a', defaultDark: '#93c5fd' },
+  // Status
+  { id: 'color-danger', cssVar: '--color-danger', label: 'Danger / error', group: 'Status', defaultLight: '#ef4444', defaultDark: '#f87171' },
+  { id: 'color-warning', cssVar: '--color-warning', label: 'Warning', group: 'Status', defaultLight: '#f59e0b', defaultDark: '#fbbf24' },
+  { id: 'color-success', cssVar: '--color-success', label: 'Success', group: 'Status', defaultLight: '#22c55e', defaultDark: '#4ade80' },
+  // Chat
+  { id: 'chat-header-bg', cssVar: '--chat-header-bg', label: 'Chat header background', group: 'Chat', defaultLight: '#030712', defaultDark: '#030712' },
+  { id: 'chat-glow', cssVar: '--chat-glow', label: 'Chat ambient glow', group: 'Chat', defaultLight: 'rgba(66,97,255,0.08)', defaultDark: 'rgba(37,99,235,0.06)' },
+];
+
+export const TOKEN_GROUPS = [...new Set(THEME_TOKENS.map((t) => t.group))];
+
+export const TOKEN_BY_ID = Object.fromEntries(THEME_TOKENS.map((t) => [t.id, t]));
+
+export function defaultMapForMode(dark: boolean): TokenMap {
+  return Object.fromEntries(
+    THEME_TOKENS.map((t) => [t.cssVar, dark ? t.defaultDark : t.defaultLight]),
+  );
+}
+
+// ─── Named presets ───────────────────────────────────────────────────────────
+
+export interface ThemePreset {
+  id: string;
+  label: string;
+  light: TokenMap;
+  dark: TokenMap;
+}
+
+export const THEME_PRESETS: ThemePreset[] = [
+  {
+    id: 'default',
+    label: 'Default',
+    light: {
+      '--app-bg': '#f8fafc',
+      '--app-bg-elevated': '#ffffff',
+      '--app-bg-muted': '#f1f5f9',
+      '--app-bg-sunken': '#e2e8f0',
+      '--app-text': '#334155',
+      '--app-text-heading': '#0f172a',
+      '--app-text-subtle': '#526077',
+      '--accent': '#2563eb',
+      '--accent-warm': '#f97316',
+      '--accent-2': '#8b5cf6',
+      '--app-link': '#1d4ed8',
+      '--app-link-soft': '#1e3a8a',
+    },
+    dark: {
+      '--app-bg': '#0b0f19',
+      '--app-bg-elevated': '#111827',
+      '--app-bg-muted': '#1f2937',
+      '--app-bg-sunken': '#06080f',
+      '--app-text': '#cbd5e1',
+      '--app-text-heading': '#e2e8f0',
+      '--app-text-subtle': '#64748b',
+      '--accent': '#60a5fa',
+      '--accent-warm': '#fb923c',
+      '--accent-2': '#a78bfa',
+      '--app-link': '#60a5fa',
+      '--app-link-soft': '#93c5fd',
+    },
+  },
+  {
+    id: 'slate',
+    label: 'Slate',
+    light: {
+      '--app-bg': '#f0f4f8',
+      '--app-bg-elevated': '#f8fafc',
+      '--app-bg-muted': '#e4eaf0',
+      '--app-bg-sunken': '#d3dce6',
+      '--app-text': '#2d3748',
+      '--app-text-heading': '#1a202c',
+      '--app-text-subtle': '#4a5568',
+      '--accent': '#4f6ef7',
+      '--accent-warm': '#ed8936',
+      '--accent-2': '#805ad5',
+      '--app-link': '#3b5bdb',
+      '--app-link-soft': '#2c3e9c',
+    },
+    dark: {
+      '--app-bg': '#0d1117',
+      '--app-bg-elevated': '#161b22',
+      '--app-bg-muted': '#21262d',
+      '--app-bg-sunken': '#040609',
+      '--app-text': '#c9d1d9',
+      '--app-text-heading': '#f0f6fc',
+      '--app-text-subtle': '#8b949e',
+      '--accent': '#79b8ff',
+      '--accent-warm': '#f0883e',
+      '--accent-2': '#b392f0',
+      '--app-link': '#79b8ff',
+      '--app-link-soft': '#a5d6ff',
+    },
+  },
+  {
+    id: 'emerald',
+    label: 'Emerald',
+    light: {
+      '--app-bg': '#f0fdf4',
+      '--app-bg-elevated': '#ffffff',
+      '--app-bg-muted': '#dcfce7',
+      '--app-bg-sunken': '#bbf7d0',
+      '--app-text': '#1a3a2a',
+      '--app-text-heading': '#052e16',
+      '--app-text-subtle': '#166534',
+      '--accent': '#059669',
+      '--accent-warm': '#d97706',
+      '--accent-2': '#7c3aed',
+      '--app-link': '#047857',
+      '--app-link-soft': '#065f46',
+    },
+    dark: {
+      '--app-bg': '#0a1a10',
+      '--app-bg-elevated': '#0f2417',
+      '--app-bg-muted': '#14321f',
+      '--app-bg-sunken': '#050d08',
+      '--app-text': '#a7f3d0',
+      '--app-text-heading': '#d1fae5',
+      '--app-text-subtle': '#6ee7b7',
+      '--accent': '#34d399',
+      '--accent-warm': '#fbbf24',
+      '--accent-2': '#a78bfa',
+      '--app-link': '#34d399',
+      '--app-link-soft': '#6ee7b7',
+    },
+  },
+  {
+    id: 'violet',
+    label: 'Violet',
+    light: {
+      '--app-bg': '#faf5ff',
+      '--app-bg-elevated': '#ffffff',
+      '--app-bg-muted': '#f3e8ff',
+      '--app-bg-sunken': '#e9d5ff',
+      '--app-text': '#3b1f6b',
+      '--app-text-heading': '#1e0a3c',
+      '--app-text-subtle': '#6d28d9',
+      '--accent': '#7c3aed',
+      '--accent-warm': '#f59e0b',
+      '--accent-2': '#ec4899',
+      '--app-link': '#6d28d9',
+      '--app-link-soft': '#4c1d95',
+    },
+    dark: {
+      '--app-bg': '#0e0716',
+      '--app-bg-elevated': '#160d24',
+      '--app-bg-muted': '#1e1232',
+      '--app-bg-sunken': '#060309',
+      '--app-text': '#ddd6fe',
+      '--app-text-heading': '#ede9fe',
+      '--app-text-subtle': '#a78bfa',
+      '--accent': '#a78bfa',
+      '--accent-warm': '#fbbf24',
+      '--accent-2': '#f472b6',
+      '--app-link': '#c4b5fd',
+      '--app-link-soft': '#ddd6fe',
+    },
+  },
+];
diff --git a/web/src/lib/uiPrefsTokens.ts b/web/src/lib/uiPrefsTokens.ts
new file mode 100644
index 00000000..07be6264
--- /dev/null
+++ b/web/src/lib/uiPrefsTokens.ts
@@ -0,0 +1,193 @@
+import { apiUrl } from './publicBase';
+
+// ─── Types ────────────────────────────────────────────────────────────────────
+
+export type RadiusScale = 'sharp' | 'default' | 'rounded' | 'pill';
+export type DensityScale = 'compact' | 'default' | 'spacious';
+export type FontSizeScale = 'small' | 'default' | 'large';
+
+export interface UiPrefs {
+  radius: RadiusScale;
+  density: DensityScale;
+  animations: boolean;
+  fontSize: FontSizeScale;
+}
+
+const DEFAULT_UI_PREFS: UiPrefs = {
+  radius: 'default',
+  density: 'default',
+  animations: true,
+  fontSize: 'default',
+};
+
+// ─── Preset maps ──────────────────────────────────────────────────────────────
+
+const RADIUS_VARS: Record<RadiusScale, Record<string, string> | null> = {
+  sharp: {
+    '--radius-sm': '0.125rem',
+    '--radius-card': '0.25rem',
+    '--radius-lg': '0.375rem',
+    '--radius-xl': '0.5rem',
+  },
+  default: null,
+  rounded: {
+    '--radius-sm': '0.75rem',
+    '--radius-card': '1.25rem',
+    '--radius-lg': '1.75rem',
+    '--radius-xl': '2rem',
+  },
+  pill: {
+    '--radius-sm': '999px',
+    '--radius-card': '1.75rem',
+    '--radius-lg': '2.5rem',
+    '--radius-xl': '3rem',
+  },
+};
+
+const DENSITY_VARS: Record<DensityScale, Record<string, string> | null> = {
+  compact: {
+    '--spacing-page-x': '0.75rem',
+    '--spacing-page-y': '0.75rem',
+    '--spacing-card': '0.75rem',
+  },
+  default: null,
+  spacious: {
+    '--spacing-page-x': '2.5rem',
+    '--spacing-page-y': '2.5rem',
+    '--spacing-card': '2rem',
+  },
+};
+
+const FONT_SIZE_VARS: Record<FontSizeScale, Record<string, string> | null> = {
+  small: { '--font-size-base': '15px' },
+  default: null,
+  large: { '--font-size-base': '20px' },
+};
+
+const ANIMATION_VARS_OFF = {
+  '--dur-fast': '0ms',
+  '--dur-base': '1ms',
+  '--dur-slow': '1ms',
+};
+
+const ALL_MANAGED_VARS = [
+  '--radius-sm',
+  '--radius-card',
+  '--radius-lg',
+  '--radius-xl',
+  '--spacing-page-x',
+  '--spacing-page-y',
+  '--spacing-card',
+  '--dur-fast',
+  '--dur-base',
+  '--dur-slow',
+  '--font-size-base',
+];
+
+// ─── Apply to DOM ─────────────────────────────────────────────────────────────
+
+export function applyUiPrefs(prefs: UiPrefs): void {
+  const el = document.documentElement;
+
+  // Clear all managed vars first
+  for (const v of ALL_MANAGED_VARS) el.style.removeProperty(v);
+
+  // Radius
+  const radiusMap = RADIUS_VARS[prefs.radius];
+  if (radiusMap) {
+    for (const [k, v] of Object.entries(radiusMap)) el.style.setProperty(k, v);
+  }
+
+  // Density
+  const densityMap = DENSITY_VARS[prefs.density];
+  if (densityMap) {
+    for (const [k, v] of Object.entries(densityMap)) el.style.setProperty(k, v);
+  }
+
+  // Font size
+  const fontSizeMap = FONT_SIZE_VARS[prefs.fontSize ?? 'default'];
+  if (fontSizeMap) {
+    for (const [k, v] of Object.entries(fontSizeMap)) el.style.setProperty(k, v);
+  }
+
+  // Animations
+  if (!prefs.animations) {
+    for (const [k, v] of Object.entries(ANIMATION_VARS_OFF)) el.style.setProperty(k, v);
+  }
+}
+
+// ─── Persistence ──────────────────────────────────────────────────────────────
+
+const UI_PREFS_LS_KEY = 'wp-ui-prefs:v1';
+export const UI_PREFS_DB_KEY = 'ui_prefs';
+
+export function getStoredUiPrefs(): UiPrefs {
+  try {
+    const raw = localStorage.getItem(UI_PREFS_LS_KEY);
+    if (!raw) return { ...DEFAULT_UI_PREFS };
+    const p = JSON.parse(raw) as Partial<UiPrefs>;
+    return {
+      radius: isRadiusScale(p.radius) ? p.radius : DEFAULT_UI_PREFS.radius,
+      density: isDensityScale(p.density) ? p.density : DEFAULT_UI_PREFS.density,
+      animations: typeof p.animations === 'boolean' ? p.animations : DEFAULT_UI_PREFS.animations,
+      fontSize: isFontSizeScale(p.fontSize) ? p.fontSize : DEFAULT_UI_PREFS.fontSize,
+    };
+  } catch {
+    return { ...DEFAULT_UI_PREFS };
+  }
+}
+
+export function setStoredUiPrefs(prefs: UiPrefs): void {
+  try {
+    localStorage.setItem(UI_PREFS_LS_KEY, JSON.stringify(prefs));
+  } catch { /* ignore */ }
+}
+
+export async function loadUiPrefsFromDb(): Promise<UiPrefs | null> {
+  try {
+    const res = await fetch(apiUrl(`/app-settings?key=${UI_PREFS_DB_KEY}`));
+    if (!res.ok) return null;
+    const data = (await res.json()) as { key: string; value: string | null };
+    if (!data.value) return null;
+    const p = JSON.parse(data.value) as Partial<UiPrefs>;
+    return {
+      radius: isRadiusScale(p.radius) ? p.radius : DEFAULT_UI_PREFS.radius,
+      density: isDensityScale(p.density) ? p.density : DEFAULT_UI_PREFS.density,
+      animations: typeof p.animations === 'boolean' ? p.animations : DEFAULT_UI_PREFS.animations,
+      fontSize: isFontSizeScale(p.fontSize) ? p.fontSize : DEFAULT_UI_PREFS.fontSize,
+    };
+  } catch {
+    return null;
+  }
+}
+
+export async function saveUiPrefsToDb(prefs: UiPrefs): Promise<void> {
+  setStoredUiPrefs(prefs);
+  try {
+    await fetch(apiUrl('/app-settings'), {
+      method: 'PUT',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ key: UI_PREFS_DB_KEY, value: JSON.stringify(prefs) }),
+    });
+  } catch { /* ignore — localStorage is the fallback */ }
+}
+
+// ─── Validators ───────────────────────────────────────────────────────────────
+
+export const RADIUS_SCALES: RadiusScale[] = ['sharp', 'default', 'rounded', 'pill'];
+export const DENSITY_SCALES: DensityScale[] = ['compact', 'default', 'spacious'];
+export const FONT_SIZE_SCALES: FontSizeScale[] = ['small', 'default', 'large'];
+
+function isRadiusScale(v: unknown): v is RadiusScale {
+  return typeof v === 'string' && (RADIUS_SCALES as string[]).includes(v);
+}
+
+function isDensityScale(v: unknown): v is DensityScale {
+  return typeof v === 'string' && (DENSITY_SCALES as string[]).includes(v);
+}
+
+function isFontSizeScale(v: unknown): v is FontSizeScale {
+  return typeof v === 'string' && (FONT_SIZE_SCALES as string[]).includes(v);
+}
+
+export { DEFAULT_UI_PREFS };
diff --git a/web/src/server/appSettings.ts b/web/src/server/appSettings.ts
new file mode 100644
index 00000000..5a906571
--- /dev/null
+++ b/web/src/server/appSettings.ts
@@ -0,0 +1,34 @@
+/**
+ * Generic app_settings table — key/value pairs for application-level preferences.
+ * Currently used for: custom_theme (appearance colour overrides).
+ */
+import { withDb } from '@/server/db';
+
+/** Read one setting. Returns null when the row does not exist. */
+export async function loadAppSetting(key: string): Promise<string | null> {
+  return withDb(async (client) => {
+    try {
+      const { rows } = await client.query<{ value: string }>(
+        'SELECT value FROM app_settings WHERE key = $1',
+        [key],
+      );
+      return rows.length > 0 ? rows[0].value : null;
+    } catch {
+      return null;
+    }
+  });
+}
+
+/** Upsert one setting. Creates the row if it does not exist. */
+export async function saveAppSetting(key: string, value: string): Promise<void> {
+  await withDb(async (client) => {
+    await client.query(
+      `INSERT INTO app_settings (key, value, updated_at)
+       VALUES ($1, $2, now())
+       ON CONFLICT (key) DO UPDATE
+         SET value = EXCLUDED.value,
+             updated_at = now()`,
+      [key, value],
+    );
+  });
+}
diff --git a/web/src/strings.json b/web/src/strings.json
index 986df57d..915ab10a 100644
--- a/web/src/strings.json
+++ b/web/src/strings.json
@@ -750,6 +750,10 @@
       "label": "Page Markdown",
       "section": "Tools"
     },
+    "settings": {
+      "label": "Settings",
+      "section": "Overview"
+    },
     "issues": {
       "label": "Issues",
       "section": "Overview"
@@ -857,6 +861,62 @@
     "titleLoadReport": "Load a previous audit",
     "titleCompareBaseline": "Older audit to compare against (new, removed, and changed URLs)"
   },
+  "settings": {
+    "pageTitle": "Settings",
+    "sidebarTitle": "Settings",
+    "expandSidebar": "Show sidebar",
+    "collapseSidebar": "Hide sidebar",
+    "sectionsLabel": "Sections",
+    "settingsLink": "Appearance settings",
+
+    "appearanceSection": "Appearance",
+    "appearanceSubtitle": "Customise colors, theme mode, and visual style. Changes are saved to this browser only.",
+    "themeLabel": "Color mode",
+    "editingModeLabel": "Editing palette for",
+    "editingModeLight": "Light mode",
+    "editingModeDark": "Dark mode",
+    "presetsLabel": "Presets",
+    "resetTokenLabel": "Reset to default",
+    "resetAllLabel": "Reset all colors",
+    "resetAllConfirm": "Reset all color overrides for this mode?",
+    "previewLabel": "Preview",
+    "customizedBadge": "Customized",
+
+    "layoutSection": "Layout",
+    "layoutSubtitle": "Adjust sidebar and panel layout preferences. Saved to this browser.",
+    "sidebarCollapseLabel": "Collapse report sidebar by default",
+    "sidebarCollapseHelp": "Hides sidebar labels on the main audit view, showing icons only.",
+
+    "chatSection": "Chat",
+    "chatSubtitle": "Floating chat assistant appearance and behaviour. Saved to the database.",
+    "fabCornerLabel": "Chat button position",
+    "fabCornerHelp": "Which screen corner the floating chat button appears in. You can also drag it.",
+    "fabCornerBottomRight": "Bottom right",
+    "fabCornerBottomLeft": "Bottom left",
+    "fabCornerTopRight": "Top right",
+    "fabCornerTopLeft": "Top left",
+    "assistantNameLabel": "Assistant name",
+    "assistantNamePlaceholder": "AI Assistant",
+    "assistantAvatarLabel": "Assistant avatar URL",
+    "assistantAvatarPlaceholder": "/logo.svg or https://…/avatar.svg",
+    "assistantAvatarHelp": "Image shown in the chat popup header. Leave blank to use the default logo.",
+    "unlimitedToolRoundsLabel": "Extended tool rounds",
+    "unlimitedToolRoundsHelp": "Allow up to 100 tool steps per message instead of 10. Use for deep multi-step audits.",
+    "chatSaving": "Saving…",
+    "chatSaved": "Saved",
+    "chatSaveError": "Save failed",
+
+    "writingSection": "Writing",
+    "writingSubtitle": "Content Studio editor preferences. Saved to this browser.",
+    "contentStudioAiLabel": "AI writing suggestions in Content Studio",
+    "contentStudioAiHelp": "Shows real-time AI coaching as you type in the Content Studio editor (/write). This is a local toggle — the server AI gate is on the Pipeline settings page.",
+
+    "brandingSection": "Branding",
+    "brandingSubtitle": "Customise the product name and subtitle shown in the sidebar. Saved to the database.",
+
+    "defaultsSection": "Defaults",
+    "defaultsSubtitle": "Choose default behaviour when opening a site. Saved to this browser."
+  },
   "secrets": {
     "pageTitle": "Secrets",
     "pageSubtitle": "API keys and credentials stored in the database. Values are masked after save.",
diff --git a/web/src/views/Home.tsx b/web/src/views/Home.tsx
index 1d2e79f7..380f7bed 100644
--- a/web/src/views/Home.tsx
+++ b/web/src/views/Home.tsx
@@ -16,6 +16,7 @@ import { usePortfolio } from '@/context/usePortfolio';
 import { useReport } from '../context/useReport';
 import { strings } from '../lib/strings';
 import { apiUrl } from '../lib/publicBase';
+import { getDefaultLandingView } from '@/lib/defaultViewPref';
 import type { PortfolioGroup, ViewProps } from '@/types';
 
 export default function Home({ onNavigate }: ViewProps) {
@@ -54,7 +55,7 @@ export default function Home({ onNavigate }: ViewProps) {
       }
       return;
     }
-    onNavigate?.('overview', {
+    onNavigate?.(getDefaultLandingView(), {
       domain: group.domainParam,
       reportId: group.reportId ?? undefined,
     });
diff --git a/web/src/views/Settings.tsx b/web/src/views/Settings.tsx
new file mode 100644
index 00000000..6127a4ed
--- /dev/null
+++ b/web/src/views/Settings.tsx
@@ -0,0 +1,44 @@
+'use client';
+
+import { useState } from 'react';
+import ChatShell from '@/components/chat/ChatShell';
+import SettingsSidebar, { type SettingsNavId } from '@/components/settings/SettingsSidebar';
+import AppearancePanel from '@/components/settings/AppearancePanel';
+import LayoutPanel from '@/components/settings/LayoutPanel';
+import ChatSettingsPanel from '@/components/settings/ChatSettingsPanel';
+import WritingPanel from '@/components/settings/WritingPanel';
+import BrandingPanel from '@/components/settings/BrandingPanel';
+import DefaultsPanel from '@/components/settings/DefaultsPanel';
+
+export default function SettingsPage() {
+  const [activeSection, setActiveSection] = useState<SettingsNavId>('appearance');
+
+  function renderSection() {
+    switch (activeSection) {
+      case 'appearance': return <AppearancePanel />;
+      case 'layout': return <LayoutPanel />;
+      case 'chat': return <ChatSettingsPanel />;
+      case 'writing': return <WritingPanel />;
+      case 'branding': return <BrandingPanel />;
+      case 'defaults': return <DefaultsPanel />;
+    }
+  }
+
+  return (
+    <ChatShell
+      sidebar={(layout) => (
+        <SettingsSidebar
+          {...layout}
+          activeSection={activeSection}
+          onSectionChange={setActiveSection}
+        />
+      )}
+    >
+      <div className="chat-main-panel">
+        <div className="chat-messages-scroll min-h-0 flex-1">
+          {renderSection()}
+        </div>
+      </div>
+    </ChatShell>
+  );
+}

From 0378a7ae7818224dd1ef36aa7e1a774be8fc998f Mon Sep 17 00:00:00 2001
From: PrashantUnity <priyadarshisadiku@gmail.com>
Date: Sat, 20 Jun 2026 21:11:03 +0530
Subject: [PATCH 6/7] =?UTF-8?q?=F0=9F=98=9C=F0=9F=98=9C=F0=9F=98=9C?=
 =?UTF-8?q?=F0=9F=98=9C=F0=9F=98=9C=F0=9F=98=9C?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/website_profiling/mcp/server.py           |  26 +
 tests/reporting/test_reporting_gaps.py        |  12 +
 tests/test_mcp_server_helpers.py              |  74 ++
 tests/tools/test_audit_tools_links_extras.py  |  14 +
 web/app/api/mcp-tools/route.ts                |  75 +++
 web/app/client-providers.tsx                  |  17 +-
 web/app/risk-settings/page.tsx                |   9 +
 web/src/components/AppShell.tsx               |   4 +-
 web/src/components/shared/ToolPageSidebar.tsx | 211 ++++++
 web/src/context/RiskFeaturesContext.tsx       |  82 +++
 web/src/hooks/useFilteredMiniNavLinks.ts      |  15 +
 web/src/hooks/useRiskSettings.ts              | 166 +++++
 web/src/lib/appNav.ts                         |  40 +-
 web/src/lib/secretsConfigSchema.ts            |  24 +-
 web/src/strings.json                          |   4 +
 web/src/views/McpSettings.tsx                 |  38 +-
 web/src/views/RiskSettings.tsx                | 632 ++++++++++++++++++
 17 files changed, 1403 insertions(+), 40 deletions(-)
 create mode 100644 web/app/api/mcp-tools/route.ts
 create mode 100644 web/app/risk-settings/page.tsx
 create mode 100644 web/src/components/shared/ToolPageSidebar.tsx
 create mode 100644 web/src/context/RiskFeaturesContext.tsx
 create mode 100644 web/src/hooks/useFilteredMiniNavLinks.ts
 create mode 100644 web/src/hooks/useRiskSettings.ts
 create mode 100644 web/src/views/RiskSettings.tsx

diff --git a/src/website_profiling/mcp/server.py b/src/website_profiling/mcp/server.py
index 86090ba3..0d2145a8 100644
--- a/src/website_profiling/mcp/server.py
+++ b/src/website_profiling/mcp/server.py
@@ -75,6 +75,22 @@ def _mcp_domain() -> str:
     return (os.environ.get("WP_MCP_DOMAIN") or "core").strip().lower()
 
 
+def _load_disabled_tools() -> frozenset[str]:
+    """Load mcp_disabled_tools JSON array from pipeline_config. Returns empty set on any error."""
+    try:
+        with db_session() as conn:
+            row = conn.execute(
+                "SELECT value FROM pipeline_config WHERE key = 'mcp_disabled_tools'"
+            ).fetchone()
+            if row and row[0]:
+                items = json.loads(row[0])
+                if isinstance(items, list):
+                    return frozenset(str(i) for i in items if isinstance(i, str))
+    except Exception:  # noqa: BLE001
+        pass
+    return frozenset()
+
+
 def _tools_catalog_json(domain: str | None = None) -> str:
     effective = (domain or _mcp_domain()).strip().lower() or "core"
     exposed = mcp_tool_names(effective)
@@ -172,10 +188,13 @@ def create_server(domain: str | None = None):
 
     @server.list_tools()
     async def list_tools() -> list[Tool]:
+        disabled = _load_disabled_tools()
         out: list[Tool] = []
         for spec in TOOL_DEFINITIONS:
             if spec["name"] not in exposed:
                 continue
+            if spec["name"] in disabled:
+                continue
             out.append(
                 Tool(
                     name=spec["name"],
@@ -187,12 +206,19 @@ async def list_tools() -> list[Tool]:
 
     @server.call_tool()
     async def call_tool(name: str, arguments: dict[str, Any] | None) -> list[TextContent]:
+        disabled = _load_disabled_tools()
         if name not in exposed:
             result = {
                 "error": f"tool not exposed in MCP domain {effective_domain}: {name}",
                 "hint": "Connect WP_MCP_DOMAIN=full or the domain server that includes this tool.",
             }
             return [TextContent(type="text", text=json.dumps(result, indent=2, default=str))]
+        if name in disabled:
+            result = {
+                "error": f"tool '{name}' has been disabled via Risk Settings.",
+                "hint": "Enable it on the /risk-settings page to use this tool.",
+            }
+            return [TextContent(type="text", text=json.dumps(result, indent=2, default=str))]
         args = dict(arguments or {})
         ctx = _merge_context(args)
         result = dispatch_tool(name, args, context=ctx)
diff --git a/tests/reporting/test_reporting_gaps.py b/tests/reporting/test_reporting_gaps.py
index bee58784..b184f1cf 100644
--- a/tests/reporting/test_reporting_gaps.py
+++ b/tests/reporting/test_reporting_gaps.py
@@ -50,6 +50,18 @@ def test_compute_impact_score_defaults():
     assert compute_impact_score("Unknown") >= 1
 
 
+def test_issue_impact_skips_homepage_ga4_path():
+    """GA4 path '/' rstrip('/') is ''; must not match every issue via endswith('')."""
+    categories = [{
+        "issues": [{"url": "https://example.com/about", "priority": "Medium"}],
+    }]
+    google = {"ga4": {"pages": [{"path": "/", "sessions": 999}]}}
+    enrich_categories_with_traffic_impact(categories, google)
+    issue = categories[0]["issues"][0]
+    assert issue["ga4_sessions"] == 0
+    assert issue["impact_score"] == compute_impact_score("Medium")
+
+
 def test_issue_impact_handles_invalid_rows():
     assert enrich_categories_with_traffic_impact([], []) == []
     enrich_categories_with_traffic_impact(
diff --git a/tests/test_mcp_server_helpers.py b/tests/test_mcp_server_helpers.py
index 08212e6b..c6c3b74c 100644
--- a/tests/test_mcp_server_helpers.py
+++ b/tests/test_mcp_server_helpers.py
@@ -187,6 +187,80 @@ async def __aexit__(self, *_args):
     assert "current_mcp_domain" in domains_text
 
 
+def test_load_disabled_tools_from_db() -> None:
+    mock_conn = MagicMock()
+    mock_conn.execute.return_value.fetchone.return_value = (
+        json.dumps(["list_properties", "get_report_summary"]),
+    )
+    with patch("website_profiling.mcp.server.db_session") as mock_db:
+        mock_db.return_value.__enter__.return_value = mock_conn
+        disabled = mcp_server._load_disabled_tools()
+    assert disabled == frozenset({"list_properties", "get_report_summary"})
+
+
+def test_load_disabled_tools_on_error() -> None:
+    with patch("website_profiling.mcp.server.db_session", side_effect=RuntimeError("no db")):
+        assert mcp_server._load_disabled_tools() == frozenset()
+
+
+def test_mcp_disabled_tools_excluded_from_list_and_call(monkeypatch) -> None:
+    captured: dict[str, object] = {}
+
+    class FakeServer:
+        def __init__(self, name: str) -> None:
+            captured["name"] = name
+
+        def list_tools(self):
+            def decorator(fn):
+                captured["list_tools"] = fn
+                return fn
+            return decorator
+
+        def call_tool(self):
+            def decorator(fn):
+                captured["call_tool"] = fn
+                return fn
+            return decorator
+
+        def list_resources(self):
+            def decorator(fn):
+                return fn
+            return decorator
+
+        def read_resource(self):
+            def decorator(fn):
+                return fn
+            return decorator
+
+    fake_server_mod = MagicMock()
+    fake_server_mod.Server = FakeServer
+    fake_types_mod = MagicMock()
+    fake_types_mod.Tool = lambda **kwargs: kwargs
+    fake_types_mod.TextContent = lambda **kwargs: kwargs
+    fake_types_mod.Resource = lambda **kwargs: kwargs
+
+    monkeypatch.setitem(sys.modules, "mcp", MagicMock())
+    monkeypatch.setitem(sys.modules, "mcp.server", fake_server_mod)
+    monkeypatch.setitem(sys.modules, "mcp.types", fake_types_mod)
+
+    with patch.dict(os.environ, {"WP_MCP_DOMAIN": "full"}, clear=False):
+        with patch(
+            "website_profiling.mcp.server._load_disabled_tools",
+            return_value=frozenset({"list_properties"}),
+        ):
+            mcp_server.create_server()
+            tools = asyncio.run(captured["list_tools"]())  # type: ignore[arg-type]
+            blocked = asyncio.run(captured["call_tool"]("list_properties", {}))  # type: ignore[arg-type]
+
+    tool_names = {t["name"] for t in tools}
+    assert "list_properties" not in tool_names
+    assert len(tool_names) >= 337
+
+    payload = json.loads(blocked[0]["text"])
+    assert "disabled via Risk Settings" in payload["error"]
+    assert "/risk-settings" in payload["hint"]
+
+
 def test_mcp_call_tool_rejects_tools_outside_domain(monkeypatch) -> None:
     captured: dict[str, object] = {}
 
diff --git a/tests/tools/test_audit_tools_links_extras.py b/tests/tools/test_audit_tools_links_extras.py
index 2d9ee34b..2f5b21c2 100644
--- a/tests/tools/test_audit_tools_links_extras.py
+++ b/tests/tools/test_audit_tools_links_extras.py
@@ -98,3 +98,17 @@ def test_validate_rich_results_tool(ctx):
     out = validate_rich_results(conn, ctx, {"limit": 5})
     assert out["count"] == 1
     assert out["rows"][0]["provenance"] == "Crawl analysis"
+
+
+def test_validate_rich_results_ignores_credential_errors(ctx, monkeypatch):
+    conn = MagicMock()
+    ctx.load_payload = MagicMock(return_value={
+        "links": [{"url": "https://example.com/", "status": "200", "has_schema": True, "page_analysis": {}}],
+    })
+    monkeypatch.setattr(
+        "website_profiling.integrations.google.auth.build_credentials",
+        MagicMock(side_effect=RuntimeError("no creds")),
+    )
+    out = validate_rich_results(conn, ctx, {"limit": 5})
+    assert out["count"] == 1
+    assert out["provenance"] == "Crawl analysis"
diff --git a/web/app/api/mcp-tools/route.ts b/web/app/api/mcp-tools/route.ts
new file mode 100644
index 00000000..4b800122
--- /dev/null
+++ b/web/app/api/mcp-tools/route.ts
@@ -0,0 +1,75 @@
+import { type NextRequest, NextResponse } from 'next/server';
+import { execFile } from 'child_process';
+import { promisify } from 'util';
+import { forbiddenIfNotLocal } from '@/server/localOnly';
+
+const execFileAsync = promisify(execFile);
+
+const PYTHON_SCRIPT = `
+import json, sys
+try:
+    from website_profiling.tools.audit_tools.registry import (
+        TOOL_DEFINITIONS, get_tool_meta, mcp_tool_names
+    )
+    from website_profiling.tools.audit_tools.tool_domains import (
+        MCP_DOMAIN_BUNDLES, CANONICAL_DOMAINS, classify_tool_domain
+    )
+    bundle_sets = {b: mcp_tool_names(b) for b in MCP_DOMAIN_BUNDLES.keys()}
+    tools = []
+    for spec in TOOL_DEFINITIONS:
+        name = spec.get("name", "")
+        if not name:
+            continue
+        meta = (get_tool_meta(name) or {})
+        domain = meta.get("domain") or classify_tool_domain(name)
+        in_bundles = [b for b, names in bundle_sets.items() if name in names]
+        tools.append({
+            "name": name,
+            "description": spec.get("description", ""),
+            "domain": domain,
+            "bundles": in_bundles,
+        })
+    print(json.dumps({
+        "tools": tools,
+        "bundles": {k: sorted(v) for k, v in bundle_sets.items()},
+        "domains": list(CANONICAL_DOMAINS),
+    }))
+except Exception as e:
+    print(json.dumps({"error": str(e), "tools": [], "bundles": {}, "domains": []}))
+`;
+
+export async function GET(request: NextRequest): Promise<NextResponse> {
+  const guard = forbiddenIfNotLocal(request);
+  if (guard) return guard;
+
+  try {
+    const pythonBin = process.env.PYTHON_BIN || 'python3';
+    const { stdout } = await execFileAsync(
+      pythonBin,
+      ['-c', PYTHON_SCRIPT],
+      {
+        timeout: 15_000,
+        env: {
+          ...process.env,
+          PYTHONPATH: process.env.PYTHONPATH || 'src',
+        },
+      },
+    );
+    const data = JSON.parse(stdout.trim()) as {
+      tools: { name: string; description: string; domain: string; bundles: string[] }[];
+      bundles: Record<string, string[]>;
+      domains: string[];
+      error?: string;
+    };
+    if (data.error) {
+      return NextResponse.json({ error: data.error, tools: [], bundles: {}, domains: [] }, { status: 500 });
+    }
+    return NextResponse.json(data);
+  } catch (err) {
+    const message = err instanceof Error ? err.message : String(err);
+    return NextResponse.json(
+      { error: `Failed to load tool catalog: ${message}`, tools: [], bundles: {}, domains: [] },
+      { status: 500 },
+    );
+  }
+}
diff --git a/web/app/client-providers.tsx b/web/app/client-providers.tsx
index ef430a5f..3586437d 100644
--- a/web/app/client-providers.tsx
+++ b/web/app/client-providers.tsx
@@ -6,6 +6,7 @@ import { ThemeProvider } from '@/context/ThemeProvider';
 import { PipelineProvider } from '@/context/PipelineContext';
 import { SessionProvider } from '@/context/SessionContext';
 import BrandingProvider from '@/context/BrandingProvider';
+import { RiskFeaturesProvider } from '@/context/RiskFeaturesContext';
 import ChatFab from '@/components/chat/ChatFab';
 import PipelineRunnerFab from '@/components/pipeline/PipelineRunnerFab';
 import AppLoadingScreen from '@/components/AppLoadingScreen';
@@ -19,13 +20,15 @@ export default function ClientProviders({ children }: { children: ReactNode }):
     <ThemeProvider>
       <BrandingProvider>
       <SessionProvider>
-        <Suspense fallback={<LoadingFallback />}>
-          <PipelineProvider>
-            {children}
-            <ChatFab />
-            <PipelineRunnerFab />
-          </PipelineProvider>
-        </Suspense>
+        <RiskFeaturesProvider>
+          <Suspense fallback={<LoadingFallback />}>
+            <PipelineProvider>
+              {children}
+              <ChatFab />
+              <PipelineRunnerFab />
+            </PipelineProvider>
+          </Suspense>
+        </RiskFeaturesProvider>
       </SessionProvider>
       </BrandingProvider>
     </ThemeProvider>
diff --git a/web/app/risk-settings/page.tsx b/web/app/risk-settings/page.tsx
new file mode 100644
index 00000000..c35c066f
--- /dev/null
+++ b/web/app/risk-settings/page.tsx
@@ -0,0 +1,9 @@
+import RiskSettingsPage from '@/views/RiskSettings';
+
+export const metadata = {
+  title: 'Risk Settings',
+};
+
+export default function Page() {
+  return <RiskSettingsPage />;
+}
diff --git a/web/src/components/AppShell.tsx b/web/src/components/AppShell.tsx
index cc061c30..ad0b6bfd 100644
--- a/web/src/components/AppShell.tsx
+++ b/web/src/components/AppShell.tsx
@@ -27,6 +27,7 @@ import {
   navHref,
   type NavItemId,
 } from '@/lib/appNav';
+import { useRiskFeatures } from '@/context/RiskFeaturesContext';
 import type { ReportPayload } from '@/types';
 import {
   getBrowserDiagnosticsScope,
@@ -83,6 +84,7 @@ export default function AppShell({
   const { data, startUrlByRunId } = useReport();
   const { readonly: sessionReadonly } = useSession();
   const { productName, productSubtitle } = useBranding();
+  const { featureEnabled } = useRiskFeatures();
 
   const trailing = searchParams.toString() ? `?${searchParams.toString()}` : '';
   const closeSidebar = () => setSidebarOpen(false);
@@ -229,7 +231,7 @@ export default function AppShell({
                 >
                   {section}
                 </div>
-                {APP_NAV_ITEMS.filter((item) => item.section === section).map((item) => {
+                {APP_NAV_ITEMS.filter((item) => item.section === section && featureEnabled(item.id)).map((item) => {
                   const Icon = item.icon;
                   const href = navHref(item, trailing);
                   const isActive = isNavItemActive(item, pathname);
diff --git a/web/src/components/shared/ToolPageSidebar.tsx b/web/src/components/shared/ToolPageSidebar.tsx
new file mode 100644
index 00000000..a2c7f4ed
--- /dev/null
+++ b/web/src/components/shared/ToolPageSidebar.tsx
@@ -0,0 +1,211 @@
+'use client';
+
+import { useEffect, useRef, useState, type ReactNode } from 'react';
+import Link from 'next/link';
+import { usePathname } from 'next/navigation';
+import {
+  ChevronLeft,
+  PanelLeft,
+  Settings,
+  type LucideIcon,
+} from 'lucide-react';
+import AppLogo from '@/components/AppLogo';
+import ThemeToggle from '@/components/ThemeToggle';
+import type { ChatLayoutState } from '@/components/chat/ChatShell';
+import { isMiniNavLinkActive, miniNavLinks, type NavItemId } from '@/lib/appNav';
+import { strings } from '@/lib/strings';
+
+const c = strings.components.chat;
+
+function RailButton({
+  label,
+  onClick,
+  children,
+  active,
+}: {
+  label: string;
+  onClick?: () => void;
+  children: ReactNode;
+  active?: boolean;
+}) {
+  return (
+    <button
+      type="button"
+      onClick={onClick}
+      title={label}
+      aria-label={label}
+      className={`flex h-10 w-10 items-center justify-center rounded-xl transition-colors ${
+        active
+          ? 'bg-brand-700/80 text-foreground'
+          : 'text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground'
+      }`}
+    >
+      {children}
+    </button>
+  );
+}
+
+function QuickMenu({ onClose }: { onClose: () => void }) {
+  return (
+    <div className="w-56 rounded-2xl border border-default bg-[var(--chat-surface)] p-3 shadow-xl">
+      <p className="mb-2 text-xs font-medium text-bright">{c.settingsTitle}</p>
+      <div className="flex items-center justify-between gap-2 py-1.5">
+        <span className="text-xs text-muted-foreground">Theme</span>
+        <ThemeToggle />
+      </div>
+      <Link
+        href="/settings"
+        className="mt-1 block rounded-lg px-2 py-1.5 text-xs text-link hover:bg-[var(--chat-surface-hover)]"
+        onClick={onClose}
+      >
+        {strings.settings.settingsLink}
+      </Link>
+      <Link
+        href="/secrets"
+        className="block rounded-lg px-2 py-1.5 text-xs text-link hover:bg-[var(--chat-surface-hover)]"
+        onClick={onClose}
+      >
+        API keys &amp; secrets
+      </Link>
+    </div>
+  );
+}
+
+export interface ToolPageSidebarProps extends ChatLayoutState {
+  navIds: readonly NavItemId[];
+  title: string;
+  railIcon: LucideIcon;
+}
+
+export default function ToolPageSidebar({
+  navIds,
+  title,
+  railIcon: RailIcon,
+  expanded,
+  toggle,
+  setExpanded,
+}: ToolPageSidebarProps) {
+  const pathname = usePathname();
+  const [quickOpen, setQuickOpen] = useState(false);
+  const quickRef = useRef<HTMLDivElement>(null);
+  const navLinks = miniNavLinks(navIds);
+
+  useEffect(() => {
+    if (!quickOpen) return;
+    const onDocClick = (e: MouseEvent) => {
+      if (quickRef.current && !quickRef.current.contains(e.target as Node)) {
+        setQuickOpen(false);
+      }
+    };
+    const onKey = (e: KeyboardEvent) => {
+      if (e.key === 'Escape') setQuickOpen(false);
+    };
+    document.addEventListener('mousedown', onDocClick);
+    document.addEventListener('keydown', onKey);
+    return () => {
+      document.removeEventListener('mousedown', onDocClick);
+      document.removeEventListener('keydown', onKey);
+    };
+  }, [quickOpen]);
+
+  if (!expanded) {
+    return (
+      <div className="chat-sidebar-rail">
+        <Link href="/home" className="mb-2 flex h-10 w-10 items-center justify-center" title={c.navHome}>
+          <AppLogo />
+        </Link>
+
+        <RailButton label="Expand sidebar" onClick={() => setExpanded(true)}>
+          <PanelLeft className="h-5 w-5" />
+        </RailButton>
+
+        <RailButton label={title} onClick={() => setExpanded(true)} active>
+          <RailIcon className="h-5 w-5" />
+        </RailButton>
+
+        <div className="relative mt-auto" ref={quickRef}>
+          <RailButton
+            label={c.settingsTitle}
+            onClick={() => setQuickOpen((v) => !v)}
+            active={quickOpen}
+          >
+            <Settings className="h-5 w-5" />
+          </RailButton>
+          {quickOpen ? (
+            <div className="absolute bottom-0 left-full z-50 ml-2">
+              <QuickMenu onClose={() => setQuickOpen(false)} />
+            </div>
+          ) : null}
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <>
+      <button
+        type="button"
+        aria-label={strings.app.ariaCloseMenu}
+        className="chat-sidebar-backdrop"
+        onClick={toggle}
+      />
+
+      <aside className="chat-sidebar-panel">
+        <div className="flex items-center justify-between gap-2 px-3 py-3">
+          <Link href="/home" className="flex min-w-0 items-center gap-2">
+            <AppLogo size={20} />
+            <span className="truncate text-sm font-medium text-bright">{title}</span>
+          </Link>
+          <button
+            type="button"
+            onClick={toggle}
+            className="rounded-lg p-1.5 text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground"
+            aria-label="Collapse sidebar"
+          >
+            <ChevronLeft className="h-4 w-4" />
+          </button>
+        </div>
+
+        <nav className="flex-1 overflow-y-auto px-2 py-2">
+          <ul className="space-y-0.5">
+            {navLinks.map(({ href, label, icon: Icon }) => {
+              const isActive = isMiniNavLinkActive(href, pathname);
+              return (
+                <li key={href}>
+                  <Link
+                    href={href}
+                    className={`flex items-center gap-2 rounded-lg px-2.5 py-1.5 text-xs transition-colors ${
+                      isActive
+                        ? 'bg-brand-700/60 text-foreground'
+                        : 'text-muted-foreground hover:bg-[var(--chat-surface-hover)] hover:text-foreground'
+                    }`}
+                  >
+                    <Icon className="h-4 w-4 shrink-0" />
+                    {label}
+                  </Link>
+                </li>
+              );
+            })}
+          </ul>
+        </nav>
+
+        <div className="relative border-t border-muted/30 p-2" ref={quickRef}>
+          <button
+            type="button"
+            onClick={() => setQuickOpen((v) => !v)}
+            className="flex w-full items-center gap-2 rounded-lg px-2.5 py-2 text-xs text-muted-foreground transition-colors hover:bg-[var(--chat-surface-hover)] hover:text-foreground"
+            aria-expanded={quickOpen}
+          >
+            <Settings className="h-4 w-4" />
+            {c.settingsTitle}
+          </button>
+          {quickOpen ? (
+            <div className="absolute bottom-full left-2 right-2 z-50 mb-1">
+              <QuickMenu onClose={() => setQuickOpen(false)} />
+            </div>
+          ) : null}
+        </div>
+      </aside>
+    </>
+  );
+}
diff --git a/web/src/context/RiskFeaturesContext.tsx b/web/src/context/RiskFeaturesContext.tsx
new file mode 100644
index 00000000..81b45983
--- /dev/null
+++ b/web/src/context/RiskFeaturesContext.tsx
@@ -0,0 +1,82 @@
+'use client';
+
+import {
+  createContext,
+  useContext,
+  useEffect,
+  useState,
+  type ReactNode,
+} from 'react';
+import { apiUrl } from '@/lib/publicBase';
+import type { NavItemId } from '@/lib/appNav';
+
+/** Maps a NavItemId to its feature_* pipeline_config key. */
+const FEATURE_KEY_MAP: Partial<Record<NavItemId, string>> = {
+  pipeline: 'feature_pipeline_enabled',
+  write: 'feature_write_enabled',
+  'pages-md': 'feature_pages_md_enabled',
+  chat: 'feature_chat_enabled',
+  mcp: 'feature_mcp_visible',
+  secrets: 'feature_secrets_visible',
+};
+
+interface RiskFeaturesState {
+  featureEnabled: (id: NavItemId) => boolean;
+  loading: boolean;
+  refresh: () => void;
+}
+
+const defaultState: RiskFeaturesState = {
+  featureEnabled: () => true,
+  loading: true,
+  refresh: () => {},
+};
+
+const RiskFeaturesContext = createContext<RiskFeaturesState>(defaultState);
+
+export function useRiskFeatures(): RiskFeaturesState {
+  return useContext(RiskFeaturesContext);
+}
+
+export function RiskFeaturesProvider({ children }: { children: ReactNode }) {
+  const [flags, setFlags] = useState<Record<string, boolean>>({});
+  const [loading, setLoading] = useState(true);
+  const [tick, setTick] = useState(0);
+
+  useEffect(() => {
+    let cancelled = false;
+    void fetch(apiUrl('/secrets'))
+      .then((res) => (res.ok ? res.json() : null))
+      .then((data: { state?: Record<string, string | boolean> } | null) => {
+        if (cancelled || !data?.state) return;
+        const out: Record<string, boolean> = {};
+        for (const [navId, key] of Object.entries(FEATURE_KEY_MAP)) {
+          const val = data.state[key!];
+          out[navId] = val !== 'false' && val !== false;
+        }
+        setFlags(out);
+      })
+      .catch(() => {/* defaults: all enabled */})
+      .finally(() => {
+        if (!cancelled) setLoading(false);
+      });
+    return () => { cancelled = true; };
+  }, [tick]);
+
+  function refresh() {
+    setTick((n) => n + 1);
+  }
+
+  function featureEnabled(id: NavItemId): boolean {
+    if (!(id in FEATURE_KEY_MAP)) return true;
+    return flags[id] !== false;
+  }
+
+  return (
+    <RiskFeaturesContext.Provider value={{ featureEnabled, loading, refresh }}>
+      {children}
+    </RiskFeaturesContext.Provider>
+  );
+}
+
+export { FEATURE_KEY_MAP };
diff --git a/web/src/hooks/useFilteredMiniNavLinks.ts b/web/src/hooks/useFilteredMiniNavLinks.ts
new file mode 100644
index 00000000..660e2c07
--- /dev/null
+++ b/web/src/hooks/useFilteredMiniNavLinks.ts
@@ -0,0 +1,15 @@
+'use client';
+
+import { useMemo } from 'react';
+import { miniNavLinks, type NavItemId } from '@/lib/appNav';
+import { useRiskFeatures } from '@/context/RiskFeaturesContext';
+
+/** Returns mini-nav links filtered by the current risk-feature visibility settings. */
+export function useFilteredMiniNavLinks(ids: readonly NavItemId[]) {
+  const { featureEnabled } = useRiskFeatures();
+  return useMemo(
+    () => miniNavLinks(ids).filter((link) => featureEnabled(link.id as NavItemId)),
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+    [ids, featureEnabled],
+  );
+}
diff --git a/web/src/hooks/useRiskSettings.ts b/web/src/hooks/useRiskSettings.ts
new file mode 100644
index 00000000..ee0f2299
--- /dev/null
+++ b/web/src/hooks/useRiskSettings.ts
@@ -0,0 +1,166 @@
+'use client';
+
+import { useCallback, useEffect, useRef, useState } from 'react';
+import { apiUrl } from '@/lib/publicBase';
+import { RISK_SETTINGS_KEYS } from '@/lib/secretsConfigSchema';
+import { useSecrets } from '@/hooks/useSecrets';
+
+export interface RiskLlmState {
+  llm_enabled: boolean;
+  llm_write_enabled: boolean;
+  llm_chat_allow_client_readonly: boolean;
+}
+
+export type LlmSaveStatus = 'idle' | 'saving' | 'saved' | 'error';
+
+const DEFAULT_LLM: RiskLlmState = {
+  llm_enabled: true,
+  llm_write_enabled: true,
+  llm_chat_allow_client_readonly: true,
+};
+
+async function loadLlmRiskState(): Promise<RiskLlmState | null> {
+  try {
+    const res = await fetch(apiUrl('/llm-config'));
+    if (!res.ok) return null;
+    const data = (await res.json()) as { state?: Record<string, unknown> };
+    const s = data.state ?? {};
+    return {
+      llm_enabled: s.llm_enabled !== false && s.llm_enabled !== 'false',
+      llm_write_enabled: s.llm_write_enabled !== false && s.llm_write_enabled !== 'false',
+      llm_chat_allow_client_readonly:
+        s.llm_chat_allow_client_readonly !== false && s.llm_chat_allow_client_readonly !== 'false',
+    };
+  } catch {
+    return null;
+  }
+}
+
+async function saveLlmField(key: string, value: boolean): Promise<boolean> {
+  try {
+    const res = await fetch(apiUrl('/llm-config'), {
+      method: 'PUT',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ state: { [key]: value } }),
+    });
+    return res.ok;
+  } catch {
+    return false;
+  }
+}
+
+/** Parses the JSON-encoded disabled-tools list stored in pipeline_config. */
+function parseDisabledTools(raw: string | boolean | undefined): Set<string> {
+  if (!raw || typeof raw !== 'string') return new Set();
+  try {
+    const parsed = JSON.parse(raw);
+    if (Array.isArray(parsed)) return new Set(parsed as string[]);
+  } catch {
+    /* invalid JSON */
+  }
+  return new Set();
+}
+
+export function useRiskSettings() {
+  const secrets = useSecrets();
+
+  // ── LLM config ──────────────────────────────────────────────────────────
+  const [llmState, setLlmState] = useState<RiskLlmState>(DEFAULT_LLM);
+  const [llmLoading, setLlmLoading] = useState(true);
+  const [llmSaveStatus, setLlmSaveStatus] = useState<LlmSaveStatus>('idle');
+  const llmTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+
+  useEffect(() => {
+    void loadLlmRiskState().then((s) => {
+      if (s) setLlmState(s);
+      setLlmLoading(false);
+    });
+    return () => {
+      if (llmTimerRef.current) clearTimeout(llmTimerRef.current);
+    };
+  }, []);
+
+  const showLlmSave = (ok: boolean) => {
+    setLlmSaveStatus(ok ? 'saved' : 'error');
+    setTimeout(() => setLlmSaveStatus('idle'), 2500);
+  };
+
+  const setLlmField = useCallback((key: keyof RiskLlmState, value: boolean) => {
+    setLlmState((prev) => ({ ...prev, [key]: value }));
+    setLlmSaveStatus('saving');
+    void saveLlmField(key, value).then(showLlmSave);
+  }, []);
+
+  // ── Disabled tools (pipeline_config: mcp_disabled_tools) ─────────────────
+  const disabledTools = parseDisabledTools(secrets.state.mcp_disabled_tools);
+
+  const setToolDisabled = useCallback(
+    (name: string, disabled: boolean) => {
+      const current = parseDisabledTools(secrets.state.mcp_disabled_tools);
+      if (disabled) {
+        current.add(name);
+      } else {
+        current.delete(name);
+      }
+      secrets.setField('mcp_disabled_tools', JSON.stringify(Array.from(current)));
+    },
+    [secrets],
+  );
+
+  // ── Feature visibility (pipeline_config: feature_*) ───────────────────────
+  const featureEnabled = useCallback(
+    (id: string): boolean => {
+      const key = `feature_${id.replace(/-/g, '_').replace('pages_md', 'pages_md')}_enabled`;
+      // Handle the special case keys
+      const specialKeys: Record<string, string> = {
+        mcp: 'feature_mcp_visible',
+        secrets: 'feature_secrets_visible',
+        'pages-md': 'feature_pages_md_enabled',
+      };
+      const resolvedKey = specialKeys[id] ?? key;
+      const val = secrets.state[resolvedKey];
+      return val !== 'false' && val !== false;
+    },
+    [secrets.state],
+  );
+
+  const setFeatureEnabled = useCallback(
+    (id: string, enabled: boolean) => {
+      const specialKeys: Record<string, string> = {
+        mcp: 'feature_mcp_visible',
+        secrets: 'feature_secrets_visible',
+        'pages-md': 'feature_pages_md_enabled',
+        pipeline: 'feature_pipeline_enabled',
+        write: 'feature_write_enabled',
+        chat: 'feature_chat_enabled',
+      };
+      const key = specialKeys[id] ?? `feature_${id}_enabled`;
+      secrets.setField(key, enabled ? 'true' : 'false');
+    },
+    [secrets],
+  );
+
+  const isRiskKey = (key: string) => RISK_SETTINGS_KEYS.has(key);
+
+  return {
+    // Secrets (pipeline_config) — MCP domain, disabled tools, feature flags
+    state: secrets.state,
+    loading: secrets.loading || llmLoading,
+    saving: secrets.saving,
+    saveMsg: secrets.saveMsg,
+    loadError: secrets.loadError,
+    setField: secrets.setField,
+    save: secrets.save,
+    // Disabled tools
+    disabledTools,
+    setToolDisabled,
+    // Feature visibility
+    featureEnabled,
+    setFeatureEnabled,
+    isRiskKey,
+    // LLM config
+    llmState,
+    llmSaveStatus,
+    setLlmField,
+  };
+}
diff --git a/web/src/lib/appNav.ts b/web/src/lib/appNav.ts
index 0b2e3cc0..ba10aa3b 100644
--- a/web/src/lib/appNav.ts
+++ b/web/src/lib/appNav.ts
@@ -26,6 +26,7 @@ import {
   Settings as SettingsIcon,
   Share2,
   ShieldAlert,
+  ShieldCheck,
   Terminal,
   TrendingUp,
   FileSearch,
@@ -37,7 +38,7 @@ import {
 import { strings } from '@/lib/strings';
 import { viewIdToPathSlug, type ViewId } from '@/routes';
 
-export type NavItemId = ViewId | 'pipeline' | 'secrets' | 'mcp' | 'docs' | 'chat' | 'write' | 'pages-md' | 'settings';
+export type NavItemId = ViewId | 'pipeline' | 'secrets' | 'mcp' | 'docs' | 'chat' | 'write' | 'pages-md' | 'settings' | 'risk-settings';
 
 export interface AppNavItem {
   id: NavItemId;
@@ -56,6 +57,7 @@ export interface AppNavItem {
  */
 const NAV_DESCRIPTIONS: Partial<Record<NavItemId, string>> = {
   settings: 'Appearance, color palette & preferences',
+  'risk-settings': 'Access modes, feature flags & security controls',
   home: 'Pick a property to audit',
   overview: 'Audit health at a glance',
   dashboards: 'Build your own metric dashboards',
@@ -198,6 +200,15 @@ const SETTINGS_NAV: AppNavItem = {
   description: NAV_DESCRIPTIONS.settings,
 };
 
+const RISK_SETTINGS_NAV: AppNavItem = {
+  id: 'risk-settings',
+  label: strings.nav['risk-settings'].label,
+  section: strings.nav['risk-settings'].section,
+  icon: ShieldCheck,
+  hrefPath: '/risk-settings',
+  description: NAV_DESCRIPTIONS['risk-settings'],
+};
+
 export const APP_NAV_ITEMS: AppNavItem[] = [
   ...VIEW_NAV.map(({ id, icon }) => ({
     id,
@@ -215,6 +226,7 @@ export const APP_NAV_ITEMS: AppNavItem[] = [
   CHAT_NAV,
   PAGES_MD_NAV,
   SETTINGS_NAV,
+  RISK_SETTINGS_NAV,
 ];
 
 /** View ids rendered inside ReportShell — keep in sync with `VIEW_CONFIG`. */
@@ -223,7 +235,7 @@ export const REPORT_VIEW_IDS: ViewId[] = VIEW_NAV.map(({ id }) => id);
 export const APP_NAV_SECTIONS = [...new Set(APP_NAV_ITEMS.map((item) => item.section))];
 
 /** Routes with their own app pages — not resolved by `pathSlugToViewId`. */
-export const STANDALONE_NAV_IDS = ['pipeline', 'secrets', 'mcp', 'docs', 'chat', 'write', 'pages-md', 'settings'] as const satisfies readonly NavItemId[];
+export const STANDALONE_NAV_IDS = ['pipeline', 'secrets', 'mcp', 'docs', 'chat', 'write', 'pages-md', 'settings', 'risk-settings'] as const satisfies readonly NavItemId[];
 
 export type StandaloneNavId = (typeof STANDALONE_NAV_IDS)[number];
 
@@ -267,6 +279,7 @@ export const CHAT_SIDEBAR_NAV_IDS = [
   'write',
   'pages-md',
   'settings',
+  'risk-settings',
 ] as const satisfies readonly NavItemId[];
 
 export const WRITE_SIDEBAR_NAV_IDS = [
@@ -281,6 +294,7 @@ export const WRITE_SIDEBAR_NAV_IDS = [
   'write',
   'pages-md',
   'settings',
+  'risk-settings',
 ] as const satisfies readonly NavItemId[];
 
 export const SECRETS_SIDEBAR_NAV_IDS = WRITE_SIDEBAR_NAV_IDS;
@@ -300,6 +314,7 @@ export const PAGES_MD_SIDEBAR_NAV_IDS = [
   'chat',
   'write',
   'settings',
+  'risk-settings',
 ] as const satisfies readonly NavItemId[];
 
 export const SETTINGS_SIDEBAR_NAV_IDS = [
@@ -313,6 +328,21 @@ export const SETTINGS_SIDEBAR_NAV_IDS = [
   'chat',
   'write',
   'pages-md',
+  'risk-settings',
+] as const satisfies readonly NavItemId[];
+
+export const RISK_SETTINGS_SIDEBAR_NAV_IDS = [
+  'home',
+  'search-performance',
+  'links',
+  'pipeline',
+  'secrets',
+  'mcp',
+  'docs',
+  'chat',
+  'write',
+  'pages-md',
+  'settings',
 ] as const satisfies readonly NavItemId[];
 
 export function isMiniNavLinkActive(href: string, pathname: string): boolean {
@@ -324,11 +354,12 @@ export function isMiniNavLinkActive(href: string, pathname: string): boolean {
   if (href === '/pipeline') return pathname.startsWith('/pipeline');
   if (href === '/pages-md') return pathname.startsWith('/pages-md');
   if (href === '/settings') return pathname.startsWith('/settings');
+  if (href === '/risk-settings') return pathname.startsWith('/risk-settings');
   return pathname === href;
 }
 
 export function navHref(item: AppNavItem, trailingQuery: string): string {
-  if (item.id === 'home' || item.id === 'pipeline' || item.id === 'secrets' || item.id === 'mcp' || item.id === 'docs' || item.id === 'chat' || item.id === 'write' || item.id === 'pages-md' || item.id === 'settings') {
+  if (item.id === 'home' || item.id === 'pipeline' || item.id === 'secrets' || item.id === 'mcp' || item.id === 'docs' || item.id === 'chat' || item.id === 'write' || item.id === 'pages-md' || item.id === 'settings' || item.id === 'risk-settings') {
     return item.hrefPath;
   }
   const raw = trailingQuery.startsWith('?') ? trailingQuery.slice(1) : trailingQuery;
@@ -367,6 +398,9 @@ export function isNavItemActive(item: AppNavItem, pathname: string): boolean {
   if (item.id === 'settings') {
     return pathname === '/settings' || pathname.startsWith('/settings/');
   }
+  if (item.id === 'risk-settings') {
+    return pathname === '/risk-settings' || pathname.startsWith('/risk-settings/');
+  }
   if (item.id === 'home') {
     return pathname === '/home';
   }
diff --git a/web/src/lib/secretsConfigSchema.ts b/web/src/lib/secretsConfigSchema.ts
index 94c8b7a1..f84c9a80 100644
--- a/web/src/lib/secretsConfigSchema.ts
+++ b/web/src/lib/secretsConfigSchema.ts
@@ -196,9 +196,21 @@ export const MCP_SETTINGS_FIELDS: SecretsField[] = [
   },
 ];
 
+/** Keys managed on the /risk-settings page — stored in pipeline_config but hidden from /secrets UI. */
+export const RISK_SETTINGS_KEYS = new Set([
+  'mcp_disabled_tools',
+  'feature_pipeline_enabled',
+  'feature_write_enabled',
+  'feature_pages_md_enabled',
+  'feature_chat_enabled',
+  'feature_mcp_visible',
+  'feature_secrets_visible',
+]);
+
 export const ALL_SECRETS_KEYS = new Set([
   ...SECRETS_SECTIONS.flatMap((s) => s.fields.map((f) => f.key)),
   ...MCP_SETTINGS_FIELDS.map((f) => f.key),
+  ...RISK_SETTINGS_KEYS,
 ]);
 
 export const SECRETS_MASK_SENTINEL = '__MASKED__';
@@ -208,8 +220,12 @@ export function isPipelineSecretKey(key: string): boolean {
 }
 
 /** Keys hidden from the generic Pipeline page: secrets plus /mcp-managed config. */
+export function isRiskSettingsKey(key: string): boolean {
+  return RISK_SETTINGS_KEYS.has(key);
+}
+
 export function isPipelineHiddenKey(key: string): boolean {
-  return isPipelineSecretKey(key) || MCP_MANAGED_KEYS.has(key);
+  return isPipelineSecretKey(key) || MCP_MANAGED_KEYS.has(key) || isRiskSettingsKey(key);
 }
 
 export function isPipelineFieldVisibleOnPipeline(field: { key: string }): boolean {
@@ -249,6 +265,12 @@ export function buildInitialSecretsState(): SecretsState {
   for (const f of MCP_SETTINGS_FIELDS) {
     out[f.key] = f.key === 'mcp_domain' ? 'core' : '';
   }
+  out['mcp_disabled_tools'] = '';
+  for (const key of RISK_SETTINGS_KEYS) {
+    if (key !== 'mcp_disabled_tools') {
+      out[key] = 'true';
+    }
+  }
   return out;
 }
 
diff --git a/web/src/strings.json b/web/src/strings.json
index 915ab10a..4cbe2ac4 100644
--- a/web/src/strings.json
+++ b/web/src/strings.json
@@ -754,6 +754,10 @@
       "label": "Settings",
       "section": "Overview"
     },
+    "risk-settings": {
+      "label": "Risk Settings",
+      "section": "Tools"
+    },
     "issues": {
       "label": "Issues",
       "section": "Overview"
diff --git a/web/src/views/McpSettings.tsx b/web/src/views/McpSettings.tsx
index 40a26a79..4a45d3ef 100644
--- a/web/src/views/McpSettings.tsx
+++ b/web/src/views/McpSettings.tsx
@@ -1,12 +1,12 @@
 'use client';
 
 import Link from 'next/link';
-import { usePathname } from 'next/navigation';
 import { Loader2, Plug, RefreshCw, Sparkles } from 'lucide-react';
 import ConfigField from '@/components/pipeline/ConfigField';
 import McpCopyBlock from '@/components/mcp/McpCopyBlock';
 import ChatShell from '@/components/chat/ChatShell';
 import { SecretsSaveBar } from '@/components/secrets/SecretsSettingsPanel';
+import ToolPageSidebar from '@/components/shared/ToolPageSidebar';
 import { useMcpSettings } from '@/hooks/useMcpSettings';
 import { useReadOnlySession } from '@/hooks/useReadOnlySession';
 import { MCP_SETTINGS_FIELDS } from '@/lib/secretsConfigSchema';
@@ -20,7 +20,7 @@ import {
   normalizePublicUrl,
   tokenForSnippet,
 } from '@/lib/mcpClientConfig';
-import { CHAT_SIDEBAR_NAV_IDS, isMiniNavLinkActive, miniNavLinks } from '@/lib/appNav';
+import { CHAT_SIDEBAR_NAV_IDS } from '@/lib/appNav';
 import { strings } from '@/lib/strings';
 
 const s = strings.mcpSettings;
@@ -48,7 +48,7 @@ export default function McpSettingsPage() {
     tokenMasked,
   } = useMcpSettings();
   const { readOnly } = useReadOnlySession();
-  const pathname = usePathname();
+
 
   const publicUrl = normalizePublicUrl(String(state.mcp_public_url || ''));
   const domain = normalizeMcpDomain(String(state.mcp_domain || 'core'));
@@ -73,31 +73,13 @@ export default function McpSettingsPage() {
 
   return (
     <ChatShell
-      sidebar={() => (
-        <aside className="chat-sidebar flex flex-col">
-          <div className="border-b border-muted/30 px-3 py-3">
-            <p className="text-xs font-semibold uppercase tracking-wider text-muted-foreground">{s.sidebarTitle}</p>
-          </div>
-          <nav className="flex-1 space-y-1 overflow-y-auto p-2">
-            {miniNavLinks(CHAT_SIDEBAR_NAV_IDS).map((item) => {
-              const active = isMiniNavLinkActive(item.href, pathname);
-              return (
-              <Link
-                key={item.id}
-                href={item.href}
-                className={`flex items-center gap-2 rounded-lg px-2.5 py-2 text-sm transition-colors ${
-                  active
-                    ? 'bg-blue-500/10 text-foreground'
-                    : 'text-muted-foreground hover:bg-muted/20 hover:text-foreground'
-                }`}
-              >
-                <item.icon className="h-4 w-4 shrink-0" aria-hidden />
-                <span className="truncate">{item.label}</span>
-              </Link>
-              );
-            })}
-          </nav>
-        </aside>
+      sidebar={(layout) => (
+        <ToolPageSidebar
+          {...layout}
+          navIds={CHAT_SIDEBAR_NAV_IDS}
+          title={s.sidebarTitle}
+          railIcon={Plug}
+        />
       )}
     >
       <div className="chat-main-panel">
diff --git a/web/src/views/RiskSettings.tsx b/web/src/views/RiskSettings.tsx
new file mode 100644
index 00000000..d9ce9bcf
--- /dev/null
+++ b/web/src/views/RiskSettings.tsx
@@ -0,0 +1,632 @@
+'use client';
+
+import { useEffect, useState } from 'react';
+import Link from 'next/link';
+import {
+  AlertTriangle,
+  ChevronDown,
+  ChevronRight,
+  Loader2,
+  ShieldCheck,
+} from 'lucide-react';
+import ChatShell from '@/components/chat/ChatShell';
+import { SecretsSaveBar } from '@/components/secrets/SecretsSettingsPanel';
+import ToolPageSidebar from '@/components/shared/ToolPageSidebar';
+import { useRiskSettings } from '@/hooks/useRiskSettings';
+import { useSession } from '@/context/SessionContext';
+import { apiUrl } from '@/lib/publicBase';
+import { RISK_SETTINGS_SIDEBAR_NAV_IDS } from '@/lib/appNav';
+
+// ─── Types ────────────────────────────────────────────────────────────────────
+
+interface McpTool {
+  name: string;
+  description: string;
+  domain: string;
+  bundles: string[];
+}
+
+interface McpCatalog {
+  tools: McpTool[];
+  bundles: Record<string, string[]>;
+  domains: string[];
+  error?: string;
+}
+
+// ─── Constants ────────────────────────────────────────────────────────────────
+
+const MCP_DOMAIN_OPTIONS = [
+  { value: 'core', label: 'Core', description: 'Router + insight tools (recommended)' },
+  { value: 'crawl', label: 'Crawl', description: 'Technical crawl & on-page tools' },
+  { value: 'google', label: 'Google', description: 'GSC / GA4 / keyword tools' },
+  { value: 'links', label: 'Links', description: 'Link architecture & backlinks' },
+  { value: 'full', label: 'Full Access ⚠️', description: 'All 340+ tools — high risk' },
+] as const;
+
+const FEATURE_ITEMS = [
+  { id: 'pipeline', label: 'Pipeline / Run Audit', description: 'Crawl sites and build reports' },
+  { id: 'write', label: 'Write Studio', description: 'AI-assisted content generation' },
+  { id: 'pages-md', label: 'Page Markdown', description: 'Extract per-page markdown' },
+  { id: 'chat', label: 'AI Chat', description: 'Ask questions about audit data' },
+  { id: 'mcp', label: 'MCP Settings', description: 'Remote MCP client configuration' },
+  { id: 'secrets', label: 'Secrets', description: 'API keys and credentials page' },
+] as const;
+
+// ─── Toggle component ─────────────────────────────────────────────────────────
+
+function Toggle({
+  checked,
+  onChange,
+  id,
+  disabled,
+}: {
+  checked: boolean;
+  onChange: (v: boolean) => void;
+  id: string;
+  disabled?: boolean;
+}) {
+  return (
+    <button
+      id={id}
+      type="button"
+      role="switch"
+      aria-checked={checked}
+      disabled={disabled}
+      onClick={() => onChange(!checked)}
+      className={`relative inline-flex h-5 w-9 shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-[var(--accent)] disabled:cursor-not-allowed disabled:opacity-50 ${
+        checked ? 'bg-[var(--accent)]' : 'bg-[var(--app-bg-sunken)]'
+      }`}
+    >
+      <span
+        aria-hidden
+        className={`pointer-events-none block h-4 w-4 rounded-full bg-white shadow ring-0 transition-transform ${
+          checked ? 'translate-x-4' : 'translate-x-0'
+        }`}
+      />
+    </button>
+  );
+}
+
+// ─── Row wrapper ──────────────────────────────────────────────────────────────
+
+function Row({
+  label,
+  help,
+  htmlFor,
+  children,
+  dimmed,
+}: {
+  label: string;
+  help?: string;
+  htmlFor?: string;
+  children: React.ReactNode;
+  dimmed?: boolean;
+}) {
+  return (
+    <div className={`flex items-start justify-between gap-6 px-5 py-4 ${dimmed ? 'opacity-50' : ''}`}>
+      <div className="min-w-0 flex-1">
+        <label
+          htmlFor={htmlFor}
+          className="block cursor-pointer text-sm font-medium text-bright"
+        >
+          {label}
+        </label>
+        {help && <p className="mt-0.5 text-xs text-muted-foreground">{help}</p>}
+      </div>
+      <div className="shrink-0 pt-0.5">{children}</div>
+    </div>
+  );
+}
+
+// ─── Section header ───────────────────────────────────────────────────────────
+
+function SectionHeader({ title, subtitle }: { title: string; subtitle: string }) {
+  return (
+    <div>
+      <h2 className="text-base font-semibold text-foreground">{title}</h2>
+      <p className="mt-1 text-sm text-muted-foreground">{subtitle}</p>
+    </div>
+  );
+}
+
+// ─── MCP Domain Selector ──────────────────────────────────────────────────────
+
+function DomainSelector({
+  value,
+  onChange,
+  disabled,
+}: {
+  value: string;
+  onChange: (v: string) => void;
+  disabled?: boolean;
+}) {
+  return (
+    <div className="grid grid-cols-1 gap-2 sm:grid-cols-2 lg:grid-cols-3">
+      {MCP_DOMAIN_OPTIONS.map((opt) => {
+        const active = value === opt.value;
+        const isFull = opt.value === 'full';
+        return (
+          <button
+            key={opt.value}
+            type="button"
+            disabled={disabled}
+            onClick={() => onChange(opt.value)}
+            className={`flex flex-col items-start rounded-xl border px-3.5 py-3 text-left transition-all disabled:cursor-not-allowed disabled:opacity-50 ${
+              active
+                ? isFull
+                  ? 'border-amber-500/60 bg-amber-500/10'
+                  : 'border-[var(--accent)] bg-[var(--accent-bg)]'
+                : 'border-default hover:border-[var(--accent)] hover:bg-[var(--app-bg-muted)]'
+            }`}
+          >
+            <span
+              className={`text-xs font-semibold ${
+                active ? (isFull ? 'text-amber-600 dark:text-amber-400' : 'text-[var(--accent)]') : 'text-bright'
+              }`}
+            >
+              {opt.label}
+            </span>
+            <span className="mt-0.5 text-[11px] text-muted-foreground">{opt.description}</span>
+          </button>
+        );
+      })}
+    </div>
+  );
+}
+
+// ─── Per-tool accordion ───────────────────────────────────────────────────────
+
+function ToolDomainAccordion({
+  domain,
+  tools,
+  disabledTools,
+  onToggle,
+  currentBundle,
+  disabled,
+}: {
+  domain: string;
+  tools: McpTool[];
+  disabledTools: Set<string>;
+  onToggle: (name: string, disabled: boolean) => void;
+  currentBundle: string;
+  disabled?: boolean;
+}) {
+  const [open, setOpen] = useState(false);
+
+  const bundleTools = tools.filter((t) => t.bundles.includes(currentBundle) || currentBundle === 'full');
+  const enabledCount = tools.filter((t) => !disabledTools.has(t.name)).length;
+
+  return (
+    <div className="rounded-xl border border-default">
+      <button
+        type="button"
+        className="flex w-full items-center justify-between gap-3 px-4 py-3 text-left"
+        onClick={() => setOpen((v) => !v)}
+      >
+        <div className="flex min-w-0 items-center gap-2">
+          {open ? (
+            <ChevronDown className="h-4 w-4 shrink-0 text-muted-foreground" />
+          ) : (
+            <ChevronRight className="h-4 w-4 shrink-0 text-muted-foreground" />
+          )}
+          <span className="font-medium text-sm text-bright capitalize">{domain}</span>
+          <span className="text-xs text-muted-foreground">
+            {enabledCount}/{tools.length} enabled
+          </span>
+          {bundleTools.length > 0 && (
+            <span className="rounded-full bg-[var(--accent-bg)] px-2 py-0.5 text-[10px] font-medium text-[var(--accent)]">
+              in bundle
+            </span>
+          )}
+        </div>
+      </button>
+
+      {open && (
+        <div className="divide-y divide-[var(--app-border-muted)] border-t border-default">
+          {tools.map((tool) => {
+            const isDisabled = disabledTools.has(tool.name);
+            const inBundle = tool.bundles.includes(currentBundle) || currentBundle === 'full';
+            return (
+              <div
+                key={tool.name}
+                className={`flex items-start justify-between gap-4 px-4 py-3 ${!inBundle ? 'opacity-50' : ''}`}
+              >
+                <div className="min-w-0 flex-1">
+                  <p className="font-mono text-xs font-medium text-bright">{tool.name}</p>
+                  {tool.description && (
+                    <p className="mt-0.5 text-[11px] text-muted-foreground line-clamp-2">
+                      {tool.description}
+                    </p>
+                  )}
+                  {!inBundle && (
+                    <p className="mt-0.5 text-[10px] text-amber-600 dark:text-amber-400">
+                      Not in &ldquo;{currentBundle}&rdquo; bundle — switch to &ldquo;full&rdquo; to activate
+                    </p>
+                  )}
+                </div>
+                <Toggle
+                  id={`tool-${tool.name}`}
+                  checked={!isDisabled}
+                  onChange={(enabled) => onToggle(tool.name, !enabled)}
+                  disabled={disabled}
+                />
+              </div>
+            );
+          })}
+        </div>
+      )}
+    </div>
+  );
+}
+
+// ─── Role badge ───────────────────────────────────────────────────────────────
+
+function RoleBadge({ role }: { role: string | null }) {
+  const colors: Record<string, string> = {
+    admin: 'bg-purple-500/15 text-purple-700 dark:text-purple-300',
+    analyst: 'bg-blue-500/15 text-blue-700 dark:text-blue-300',
+    editor: 'bg-green-500/15 text-green-700 dark:text-green-300',
+    viewer: 'bg-yellow-500/15 text-yellow-700 dark:text-yellow-300',
+    'client-readonly': 'bg-orange-500/15 text-orange-700 dark:text-orange-300',
+  };
+  const cls = role ? (colors[role] ?? 'bg-muted/30 text-muted-foreground') : 'bg-muted/30 text-muted-foreground';
+  return (
+    <span className={`inline-flex items-center rounded-full px-2.5 py-0.5 text-xs font-medium ${cls}`}>
+      {role ?? 'none'}
+    </span>
+  );
+}
+
+// ─── Main view ────────────────────────────────────────────────────────────────
+
+export default function RiskSettingsPage() {
+  const {
+    state,
+    loading,
+    saving,
+    saveMsg,
+    loadError,
+    setField,
+    save,
+    disabledTools,
+    setToolDisabled,
+    featureEnabled,
+    setFeatureEnabled,
+    llmState,
+    llmSaveStatus,
+    setLlmField,
+  } = useRiskSettings();
+
+  const session = useSession();
+
+  const [catalog, setCatalog] = useState<McpCatalog | null>(null);
+  const [catalogLoading, setCatalogLoading] = useState(true);
+  const [catalogError, setCatalogError] = useState('');
+
+  useEffect(() => {
+    void fetch(apiUrl('/mcp-tools'))
+      .then((res) => res.json())
+      .then((data: McpCatalog) => {
+        if (data.error) {
+          setCatalogError(data.error);
+        } else {
+          setCatalog(data);
+        }
+      })
+      .catch((e: unknown) => setCatalogError(e instanceof Error ? e.message : String(e)))
+      .finally(() => setCatalogLoading(false));
+  }, []);
+
+  const currentDomain = String(state.mcp_domain || 'core');
+
+  // Group tools by domain
+  const toolsByDomain: Record<string, McpTool[]> = {};
+  for (const tool of catalog?.tools ?? []) {
+    if (!toolsByDomain[tool.domain]) toolsByDomain[tool.domain] = [];
+    toolsByDomain[tool.domain].push(tool);
+  }
+  const domainOrder = catalog?.domains ?? Object.keys(toolsByDomain);
+
+  return (
+    <ChatShell
+      sidebar={(layout) => (
+        <ToolPageSidebar
+          {...layout}
+          navIds={RISK_SETTINGS_SIDEBAR_NAV_IDS}
+          title="Risk Settings"
+          railIcon={ShieldCheck}
+        />
+      )}
+    >
+      <div className="chat-main-panel">
+        {/* Header */}
+        <header className="chat-context-bar flex items-center gap-3 border-b border-muted/30 bg-[var(--chat-bg)] px-4 py-2.5">
+          <ShieldCheck className="h-4 w-4 shrink-0 text-muted-foreground" aria-hidden />
+          <div className="min-w-0">
+            <p className="truncate text-sm font-medium text-bright">Risk Settings</p>
+            <p className="truncate text-xs text-muted-foreground">
+              Access modes, per-tool controls & feature visibility
+            </p>
+          </div>
+        </header>
+
+        <div className="chat-messages-scroll min-h-0 flex-1">
+          {loading ? (
+            <div className="flex items-center justify-center gap-2 py-20 text-sm text-muted-foreground">
+              <Loader2 className="h-5 w-5 animate-spin" aria-hidden />
+              Loading settings…
+            </div>
+          ) : loadError ? (
+            <div className="mx-auto max-w-3xl px-4 py-10 text-sm text-red-700 dark:text-red-400">
+              {loadError}
+            </div>
+          ) : (
+            <div className="mx-auto max-w-3xl space-y-8 px-4 py-6 sm:px-6">
+
+              {/* Warning callout */}
+              <div className="flex gap-3 rounded-2xl border border-amber-500/30 bg-amber-500/5 px-4 py-3">
+                <AlertTriangle className="mt-0.5 h-4 w-4 shrink-0 text-amber-600 dark:text-amber-400" aria-hidden />
+                <p className="text-xs text-amber-700 dark:text-amber-300">
+                  Changes here affect what MCP clients can access, which AI capabilities are active,
+                  and which features are visible. Enabling full access exposes all audit tools to
+                  connected MCP clients.
+                </p>
+              </div>
+
+              {/* ── Section 1: MCP Access ─────────────────────────────────── */}
+              <section className="space-y-4">
+                <SectionHeader
+                  title="MCP Tool Access"
+                  subtitle="Control which audit tools are exposed to connected MCP clients (Claude Desktop, Cursor, etc.)."
+                />
+
+                {/* Domain bundle */}
+                <div className="space-y-3 rounded-2xl border border-muted/30 bg-[var(--chat-surface)] p-5">
+                  <div>
+                    <p className="text-sm font-medium text-bright">Domain bundle</p>
+                    <p className="mt-0.5 text-xs text-muted-foreground">
+                      Determines which tool groups are exposed. &ldquo;Full&rdquo; exposes all 340+ tools.
+                    </p>
+                  </div>
+                  <DomainSelector
+                    value={currentDomain}
+                    onChange={(v) => setField('mcp_domain', v)}
+                    disabled={saving}
+                  />
+                  {currentDomain === 'full' && (
+                    <p className="text-xs text-amber-600 dark:text-amber-400">
+                      ⚠️ Full mode exposes every tool to MCP clients — use a strong bearer token.
+                    </p>
+                  )}
+                </div>
+
+                {/* Per-tool toggles */}
+                <div className="space-y-3 rounded-2xl border border-muted/30 bg-[var(--chat-surface)] p-5">
+                  <div>
+                    <p className="text-sm font-medium text-bright">Per-tool control</p>
+                    <p className="mt-0.5 text-xs text-muted-foreground">
+                      Disable individual tools even within the selected bundle. Tools not in the current
+                      bundle are dimmed — switch to &ldquo;full&rdquo; to activate them.
+                    </p>
+                  </div>
+
+                  {catalogLoading ? (
+                    <div className="flex items-center gap-2 py-4 text-sm text-muted-foreground">
+                      <Loader2 className="h-4 w-4 animate-spin" aria-hidden />
+                      Loading tool catalog…
+                    </div>
+                  ) : catalogError ? (
+                    <div className="rounded-xl border border-red-200 bg-red-50 px-4 py-3 text-xs text-red-700 dark:border-red-900 dark:bg-red-950/30 dark:text-red-400">
+                      Could not load tool catalog: {catalogError}
+                      <br />
+                      Make sure Python is available and the virtual environment is activated.
+                    </div>
+                  ) : (
+                    <div className="space-y-2">
+                      {domainOrder
+                        .filter((d) => toolsByDomain[d]?.length)
+                        .map((domain) => (
+                          <ToolDomainAccordion
+                            key={domain}
+                            domain={domain}
+                            tools={toolsByDomain[domain]}
+                            disabledTools={disabledTools}
+                            onToggle={setToolDisabled}
+                            currentBundle={currentDomain}
+                            disabled={saving}
+                          />
+                        ))}
+                    </div>
+                  )}
+                </div>
+              </section>
+
+              {/* ── Section 2: AI Access ──────────────────────────────────── */}
+              <section className="space-y-4">
+                <SectionHeader
+                  title="AI / LLM Access"
+                  subtitle="Control which AI capabilities are active. Changes save immediately."
+                />
+
+                <div className="rounded-2xl border border-muted/30 bg-[var(--chat-surface)] divide-y divide-[var(--app-border-muted)]">
+                  <div className="px-5 py-3 flex items-center justify-between">
+                    <p className="text-xs font-medium text-muted-foreground uppercase tracking-wide">Setting</p>
+                    <div className="flex items-center gap-2">
+                      {llmSaveStatus === 'saving' && (
+                        <Loader2 className="h-3.5 w-3.5 animate-spin text-muted-foreground" />
+                      )}
+                      {llmSaveStatus === 'saved' && (
+                        <span className="text-xs text-[var(--accent)]">Saved</span>
+                      )}
+                      {llmSaveStatus === 'error' && (
+                        <span className="text-xs text-red-500">Error saving</span>
+                      )}
+                    </div>
+                  </div>
+
+                  <Row
+                    htmlFor="llm-enabled"
+                    label="AI features enabled"
+                    help="Master toggle. When off, chat, write studio and all AI-powered tools are disabled."
+                  >
+                    <Toggle
+                      id="llm-enabled"
+                      checked={llmState.llm_enabled}
+                      onChange={(v) => setLlmField('llm_enabled', v)}
+                      disabled={llmSaveStatus === 'saving'}
+                    />
+                  </Row>
+
+                  <Row
+                    htmlFor="llm-write"
+                    label="AI write access"
+                    help="Allow AI to generate and suggest content in Write Studio. Disable to make AI read-only."
+                    dimmed={!llmState.llm_enabled}
+                  >
+                    <Toggle
+                      id="llm-write"
+                      checked={llmState.llm_write_enabled}
+                      onChange={(v) => setLlmField('llm_write_enabled', v)}
+                      disabled={!llmState.llm_enabled || llmSaveStatus === 'saving'}
+                    />
+                  </Row>
+
+                  <Row
+                    htmlFor="llm-chat-readonly"
+                    label="Allow read-only users to chat"
+                    help="When enabled, users with the 'client-readonly' role can access AI chat. 'viewer' role is always blocked."
+                    dimmed={!llmState.llm_enabled}
+                  >
+                    <Toggle
+                      id="llm-chat-readonly"
+                      checked={llmState.llm_chat_allow_client_readonly}
+                      onChange={(v) => setLlmField('llm_chat_allow_client_readonly', v)}
+                      disabled={!llmState.llm_enabled || llmSaveStatus === 'saving'}
+                    />
+                  </Row>
+                </div>
+              </section>
+
+              {/* ── Section 3: Feature Visibility ────────────────────────── */}
+              <section className="space-y-4">
+                <SectionHeader
+                  title="Feature Visibility"
+                  subtitle="Show or hide app features in the navigation. Hidden features are not accessible by URL either — this takes effect after the next page load."
+                />
+
+                <div className="rounded-2xl border border-muted/30 bg-[var(--chat-surface)] divide-y divide-[var(--app-border-muted)]">
+                  {FEATURE_ITEMS.map((item) => (
+                    <Row
+                      key={item.id}
+                      htmlFor={`feature-${item.id}`}
+                      label={item.label}
+                      help={item.description}
+                    >
+                      <Toggle
+                        id={`feature-${item.id}`}
+                        checked={featureEnabled(item.id)}
+                        onChange={(v) => setFeatureEnabled(item.id, v)}
+                        disabled={saving}
+                      />
+                    </Row>
+                  ))}
+                </div>
+                <p className="text-[11px] text-muted-foreground">
+                  Feature visibility is saved to the database and applies to all browsers accessing this instance.
+                </p>
+              </section>
+
+              {/* ── Section 4: Session & Auth Info ───────────────────────── */}
+              <section className="space-y-4">
+                <SectionHeader
+                  title="Session & Auth"
+                  subtitle="Current session information and authentication configuration. Read-only — set via environment variables."
+                />
+
+                <div className="rounded-2xl border border-muted/30 bg-[var(--chat-surface)] divide-y divide-[var(--app-border-muted)]">
+                  <div className="flex items-center justify-between px-5 py-4">
+                    <div>
+                      <p className="text-sm font-medium text-bright">Auth system</p>
+                      <p className="mt-0.5 text-xs text-muted-foreground">
+                        Controlled by <code className="font-mono">AUTH_SECRET</code> environment variable
+                      </p>
+                    </div>
+                    <span
+                      className={`rounded-full px-2.5 py-0.5 text-xs font-medium ${
+                        session.authEnabled
+                          ? 'bg-green-500/15 text-green-700 dark:text-green-300'
+                          : 'bg-muted/30 text-muted-foreground'
+                      }`}
+                    >
+                      {session.authEnabled ? 'Enabled' : 'Disabled'}
+                    </span>
+                  </div>
+
+                  <div className="flex items-center justify-between px-5 py-4">
+                    <div>
+                      <p className="text-sm font-medium text-bright">Current role</p>
+                      <p className="mt-0.5 text-xs text-muted-foreground">
+                        Set via <code className="font-mono">AUTH_DEFAULT_ROLE</code> or session token
+                      </p>
+                    </div>
+                    <RoleBadge role={session.role} />
+                  </div>
+
+                  <div className="flex items-center justify-between px-5 py-4">
+                    <div>
+                      <p className="text-sm font-medium text-bright">Mutation access</p>
+                      <p className="mt-0.5 text-xs text-muted-foreground">
+                        Roles <code className="font-mono">analyst</code>,{' '}
+                        <code className="font-mono">editor</code>,{' '}
+                        <code className="font-mono">admin</code> can mutate
+                      </p>
+                    </div>
+                    <span
+                      className={`rounded-full px-2.5 py-0.5 text-xs font-medium ${
+                        session.canMutate
+                          ? 'bg-green-500/15 text-green-700 dark:text-green-300'
+                          : 'bg-red-500/15 text-red-700 dark:text-red-300'
+                      }`}
+                    >
+                      {session.canMutate ? 'Allowed' : 'Read-only'}
+                    </span>
+                  </div>
+
+                  <div className="px-5 py-4">
+                    <p className="text-xs text-muted-foreground">
+                      To change roles or enable auth, set{' '}
+                      <code className="font-mono">AUTH_SECRET</code>,{' '}
+                      <code className="font-mono">AUTH_USER</code>,{' '}
+                      <code className="font-mono">AUTH_PASSWORD</code>, and{' '}
+                      <code className="font-mono">AUTH_DEFAULT_ROLE</code> in your environment.{' '}
+                      See the{' '}
+                      <Link href="/docs" className="text-link hover:underline">
+                        integration docs
+                      </Link>{' '}
+                      for details.
+                    </p>
+                  </div>
+                </div>
+              </section>
+
+            </div>
+          )}
+        </div>
+
+        {/* Save bar (saves MCP domain + disabled tools + feature flags) */}
+        <footer className="chat-composer-dock shrink-0">
+          <SecretsSaveBar
+            saving={saving}
+            loading={loading}
+            saveMsg={saveMsg}
+            readOnly={session.readonly}
+            onSave={() => void save()}
+            saveHint="MCP domain, per-tool overrides and feature visibility are saved to the database."
+            saveButton="Save MCP & Features"
+            savingLabel="Saving…"
+          />
+        </footer>
+      </div>
+    </ChatShell>
+  );
+}

From 0043c6ef86238514285b609cef03ec831cf185f2 Mon Sep 17 00:00:00 2001
From: PrashantUnity <priyadarshisadiku@gmail.com>
Date: Sun, 21 Jun 2026 09:44:43 +0530
Subject: [PATCH 7/7] lets burn with shit

---
 AGENT.md                                      |  35 +-
 AGENTS.md                                     |   5 +-
 src/website_profiling/analysis/local.py       |  15 +-
 src/website_profiling/analysis/page.py        |   2 +-
 .../commands/page_coach_cmd.py                |  27 +-
 .../content_analysis/batch.py                 |  15 +-
 src/website_profiling/content_studio/agent.py |  17 +-
 src/website_profiling/crawl/crawler.py        |  15 +-
 .../crawl/fetchers/hybrid.py                  |  10 +-
 src/website_profiling/crawl/sitemap.py        |  18 +-
 src/website_profiling/db/crawl_store.py       |  11 +-
 src/website_profiling/db/historical.py        |  11 +-
 .../integrations/ai_citations/_types.py       |  18 +-
 .../integrations/google/gsc_inspection.py     |   2 +-
 .../integrations/google/suggest.py            |   9 +-
 src/website_profiling/lighthouse/runner.py    |  12 +-
 src/website_profiling/llm/agent.py            |   2 +-
 src/website_profiling/llm/dashboard_ai.py     |   6 +-
 .../llm/providers/anthropic.py                | 122 ++--
 src/website_profiling/mcp/http_server.py      |  22 +-
 src/website_profiling/parsing/seo.py          |  13 +-
 src/website_profiling/reporting/builder.py    |   2 +-
 .../builder_sections/content_urls.py          |  17 +-
 .../reporting/compare_payload.py              |   8 +-
 .../reporting/optional_audits.py              |  15 +-
 .../reporting/pdf/normalize.py                |   8 +-
 .../reporting/pdf/render/reportlab.py         |   5 +-
 .../tools/audit_tools/backlinks/__init__.py   |   1 +
 .../{ => backlinks}/backlink_lists.py         |   6 +-
 .../audit_tools/{ => backlinks}/backlinks.py  |   6 +-
 .../tools/audit_tools/compare/__init__.py     |   1 +
 .../audit_tools/{ => compare}/compare.py      |   6 +-
 .../{ => compare}/compare_helpers.py          |   4 +-
 .../{ => compare}/compare_list_tools.py       |   8 +-
 .../{ => compare}/compare_slices.py           |   8 +-
 .../tools/audit_tools/content/__init__.py     |   1 +
 .../audit_tools/{ => content}/content.py      |   4 +-
 .../{ => content}/content_lists.py            |  12 +-
 .../tools/audit_tools/core/__init__.py        |   1 +
 .../audit_tools/{ => core}/data_coverage.py   |   6 +-
 .../audit_tools/{ => core}/payload_extras.py  |   4 +-
 .../audit_tools/{ => core}/router_tools.py    |  16 +-
 .../tools/audit_tools/{ => core}/sql_query.py |  36 +-
 .../tools/audit_tools/crawl/__init__.py       |   1 +
 .../tools/audit_tools/{ => crawl}/crawl.py    |   8 +-
 .../audit_tools/{ => crawl}/crawl_actions.py  |  10 +-
 .../audit_tools/{ => crawl}/crawl_lists.py    |   6 +-
 .../audit_tools/{ => crawl}/crawl_metrics.py  |   2 +-
 .../tools/audit_tools/export/__init__.py      |   1 +
 .../audit_tools/{ => export}/export_extras.py |  10 +-
 .../audit_tools/{ => export}/export_tools.py  |  14 +-
 .../tools/audit_tools/geo/__init__.py         |   1 +
 .../audit_tools/{ => geo}/agent_readiness.py  |   6 +-
 .../audit_tools/{ => geo}/geo_citability.py   |   6 +-
 .../audit_tools/{ => geo}/geo_detectors.py    |   4 +-
 .../audit_tools/{ => geo}/geo_list_tools.py   |   4 +-
 .../tools/audit_tools/{ => geo}/geo_tools.py  |  25 +-
 .../tools/audit_tools/google/__init__.py      |   1 +
 .../tools/audit_tools/{ => google}/google.py  |  10 +-
 .../audit_tools/{ => google}/google_lists.py  |  14 +-
 .../tools/audit_tools/images/__init__.py      |   1 +
 .../audit_tools/{ => images}/image_tools.py   |  20 +-
 .../tools/audit_tools/indexation/__init__.py  |   1 +
 .../{ => indexation}/indexation_lists.py      |  10 +-
 .../{ => indexation}/indexation_tools.py      |   4 +-
 .../{ => indexation}/international.py         |   4 +-
 .../tools/audit_tools/insight/__init__.py     |   1 +
 .../{ => insight}/insight_helpers.py          |   2 +-
 .../{ => insight}/insight_tools.py            |   8 +-
 .../audit_tools/integrations/__init__.py      |   1 +
 .../{ => integrations}/integration_tools.py   |  16 +-
 .../{ => integrations}/llm_tools.py           |  56 +-
 .../tools/audit_tools/issues/__init__.py      |   1 +
 .../audit_tools/{ => issues}/issue_lists.py   |   8 +-
 .../tools/audit_tools/{ => issues}/issues.py  |   6 +-
 .../tools/audit_tools/keywords/__init__.py    |   1 +
 .../{ => keywords}/keyword_lists.py           |  20 +-
 .../audit_tools/{ => keywords}/keywords.py    |   6 +-
 .../tools/audit_tools/links/__init__.py       |   1 +
 .../audit_tools/{ => links}/link_lists.py     |   6 +-
 .../tools/audit_tools/{ => links}/links.py    |   6 +-
 .../tools/audit_tools/onpage/__init__.py      |   1 +
 .../tools/audit_tools/{ => onpage}/onpage.py  |   4 +-
 .../tools/audit_tools/ops/__init__.py         |   1 +
 .../tools/audit_tools/{ => ops}/ops.py        |  12 +-
 .../tools/audit_tools/{ => ops}/workflow.py   |  22 +-
 .../tools/audit_tools/performance/__init__.py |   1 +
 .../{ => performance}/lighthouse.py           |   8 +-
 .../tools/audit_tools/portfolio/__init__.py   |   1 +
 .../audit_tools/{ => portfolio}/charts.py     |   6 +-
 .../audit_tools/{ => portfolio}/health.py     |  14 +-
 .../audit_tools/{ => portfolio}/properties.py |   4 +-
 .../{ => portfolio}/property_profile.py       |   4 +-
 .../tools/audit_tools/registry.py             | 100 +--
 .../tools/audit_tools/report/__init__.py      |   1 +
 .../tools/audit_tools/{ => report}/report.py  |  10 +-
 .../audit_tools/{ => report}/report_extras.py |   4 +-
 .../tools/audit_tools/schema/__init__.py      |   1 +
 .../tools/audit_tools/{ => schema}/schema.py  |   6 +-
 .../tools/audit_tools/security/__init__.py    |   1 +
 .../audit_tools/{ => security}/security.py    |   4 +-
 .../tools/audit_tools/tech/__init__.py        |   1 +
 .../tools/audit_tools/{ => tech}/tech.py      |   4 +-
 .../tools/schedule_runner.py                  |  43 +-
 src/website_profiling/tools/warnings.py       |  14 +-
 tests/content_studio/test_agent.py            |   7 +-
 tests/reporting/test_optional_audits.py       |  24 +
 tests/reporting/test_pdf_branch_coverage.py   |  15 +
 tests/test_agent_readiness.py                 |   2 +-
 tests/test_analysis_crawl_stores_edge_unit.py |  32 +
 tests/test_commands_page_gsc_unit.py          |  28 +
 .../test_common_analysis_commands_db_unit.py  |  10 +
 tests/test_content_analysis_coverage.py       |  21 +
 tests/test_crawler_deep.py                    |  53 +-
 tests/test_fetchers_sitemap_config_unit.py    |  48 ++
 ...st_historical_keywords_crawl_store_unit.py |  65 ++
 tests/test_mcp_http_server.py                 |  86 ++-
 tests/tools/test_agent_readiness_coverage.py  |  14 +-
 tests/tools/test_audit_tools.py               |  14 +-
 .../test_audit_tools_batch100_coverage.py     |  74 +--
 tests/tools/test_audit_tools_coverage.py      |  95 +--
 .../test_audit_tools_dispatch_coverage.py     |  38 +-
 tests/tools/test_audit_tools_expanded.py      |  74 ++-
 tests/tools/test_audit_tools_expansion.py     |  12 +-
 .../test_audit_tools_expansion_coverage.py    | 102 +--
 tests/tools/test_audit_tools_links_extras.py  |   6 +-
 tests/tools/test_crawl_actions.py             |  24 +-
 tests/tools/test_export_tools_coverage.py     |  14 +-
 tests/tools/test_geo_parity.py                |  48 +-
 tests/tools/test_image_tools.py               |  15 +-
 tests/tools/test_mcp_registry.py              |   2 +-
 tests/tools/test_router_tools.py              |   4 +-
 tests/tools/test_schedule_runner.py           |  33 +
 tests/tools/test_sql_query_tool.py            |  71 +-
 tests/tools/test_tools_branch_coverage.py     | 102 +--
 tests/tools/test_tools_gate100_coverage.py    |  28 +-
 .../test_tools_gate_remaining_coverage.py     | 136 ++--
 web/package-lock.json                         | 611 ++++++++++++++++++
 web/package.json                              |   2 +
 .../components/charts/CategoryScoreGauge.tsx  |  50 +-
 .../components/charts/DistributionChart.tsx   |  54 +-
 .../charts/compact/CompactAreaSparkline.tsx   |  62 +-
 .../charts/compact/CompactBarChart.tsx        | 150 +++--
 .../charts/compact/CompactDonut.tsx           |  88 ++-
 web/src/components/charts/d3/D3DonutChart.tsx | 175 +++++
 .../components/charts/d3/D3DualLineChart.tsx  | 279 ++++++++
 web/src/components/charts/d3/D3ForceGraph.tsx | 244 +++++++
 .../charts/d3/D3GroupedBarChart.tsx           | 268 ++++++++
 .../charts/d3/D3HorizontalBarChart.tsx        | 207 ++++++
 .../charts/d3/D3StackedHorizontalBarChart.tsx | 190 ++++++
 .../charts/d3/D3StackedVerticalBarChart.tsx   | 216 +++++++
 .../charts/d3/D3VerticalBarChart.tsx          | 199 ++++++
 web/src/components/charts/d3/index.ts         |  10 +
 web/src/components/compare/CompareCharts.tsx  | 214 ++----
 web/src/components/lighthouse/ScoreRing.tsx   |  27 +-
 .../components/links/RelativeMetricBar.tsx    |  13 +-
 .../explorer/LinksExplorerSummaryCharts.tsx   |  30 +-
 .../components/overview/OverviewChartsTab.tsx |  59 +-
 web/src/components/overview/chartSetup.ts     |  14 -
 web/src/components/overview/chartUtils.ts     |  65 --
 web/src/components/overview/types.ts          |   4 +-
 .../components/overview/useOverviewCharts.ts  | 107 +--
 web/src/lib/linkGraph.test.ts                 | 142 ++++
 web/src/lib/linkGraph.ts                      | 262 +++++++-
 web/src/lib/viz/adapters.test.ts              | 131 ++++
 web/src/lib/viz/adapters.ts                   |  88 +++
 web/src/lib/viz/arcGauge.test.ts              |  22 +
 web/src/lib/viz/arcGauge.ts                   |  32 +
 web/src/lib/viz/hooks/useMeasureWidth.ts      |  24 +
 web/src/lib/viz/margins.ts                    |   6 +
 web/src/lib/viz/types.ts                      |  14 +
 web/src/strings.json                          |  11 +-
 web/src/views/ContentAnalytics.tsx            | 581 +++++------------
 web/src/views/Network.tsx                     | 308 +++++----
 174 files changed, 5436 insertions(+), 1951 deletions(-)
 create mode 100644 src/website_profiling/tools/audit_tools/backlinks/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => backlinks}/backlink_lists.py (98%)
 rename src/website_profiling/tools/audit_tools/{ => backlinks}/backlinks.py (97%)
 create mode 100644 src/website_profiling/tools/audit_tools/compare/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => compare}/compare.py (89%)
 rename src/website_profiling/tools/audit_tools/{ => compare}/compare_helpers.py (94%)
 rename src/website_profiling/tools/audit_tools/{ => compare}/compare_list_tools.py (97%)
 rename src/website_profiling/tools/audit_tools/{ => compare}/compare_slices.py (98%)
 create mode 100644 src/website_profiling/tools/audit_tools/content/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => content}/content.py (97%)
 rename src/website_profiling/tools/audit_tools/{ => content}/content_lists.py (95%)
 create mode 100644 src/website_profiling/tools/audit_tools/core/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => core}/data_coverage.py (96%)
 rename src/website_profiling/tools/audit_tools/{ => core}/payload_extras.py (97%)
 rename src/website_profiling/tools/audit_tools/{ => core}/router_tools.py (93%)
 rename src/website_profiling/tools/audit_tools/{ => core}/sql_query.py (93%)
 create mode 100644 src/website_profiling/tools/audit_tools/crawl/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => crawl}/crawl.py (98%)
 rename src/website_profiling/tools/audit_tools/{ => crawl}/crawl_actions.py (97%)
 rename src/website_profiling/tools/audit_tools/{ => crawl}/crawl_lists.py (99%)
 rename src/website_profiling/tools/audit_tools/{ => crawl}/crawl_metrics.py (98%)
 create mode 100644 src/website_profiling/tools/audit_tools/export/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => export}/export_extras.py (84%)
 rename src/website_profiling/tools/audit_tools/{ => export}/export_tools.py (97%)
 create mode 100644 src/website_profiling/tools/audit_tools/geo/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => geo}/agent_readiness.py (99%)
 rename src/website_profiling/tools/audit_tools/{ => geo}/geo_citability.py (98%)
 rename src/website_profiling/tools/audit_tools/{ => geo}/geo_detectors.py (99%)
 rename src/website_profiling/tools/audit_tools/{ => geo}/geo_list_tools.py (99%)
 rename src/website_profiling/tools/audit_tools/{ => geo}/geo_tools.py (97%)
 create mode 100644 src/website_profiling/tools/audit_tools/google/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => google}/google.py (97%)
 rename src/website_profiling/tools/audit_tools/{ => google}/google_lists.py (97%)
 create mode 100644 src/website_profiling/tools/audit_tools/images/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => images}/image_tools.py (94%)
 create mode 100644 src/website_profiling/tools/audit_tools/indexation/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => indexation}/indexation_lists.py (97%)
 rename src/website_profiling/tools/audit_tools/{ => indexation}/indexation_tools.py (97%)
 rename src/website_profiling/tools/audit_tools/{ => indexation}/international.py (90%)
 create mode 100644 src/website_profiling/tools/audit_tools/insight/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => insight}/insight_helpers.py (98%)
 rename src/website_profiling/tools/audit_tools/{ => insight}/insight_tools.py (97%)
 create mode 100644 src/website_profiling/tools/audit_tools/integrations/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => integrations}/integration_tools.py (95%)
 rename src/website_profiling/tools/audit_tools/{ => integrations}/llm_tools.py (93%)
 create mode 100644 src/website_profiling/tools/audit_tools/issues/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => issues}/issue_lists.py (98%)
 rename src/website_profiling/tools/audit_tools/{ => issues}/issues.py (88%)
 create mode 100644 src/website_profiling/tools/audit_tools/keywords/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => keywords}/keyword_lists.py (96%)
 rename src/website_profiling/tools/audit_tools/{ => keywords}/keywords.py (98%)
 create mode 100644 src/website_profiling/tools/audit_tools/links/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => links}/link_lists.py (98%)
 rename src/website_profiling/tools/audit_tools/{ => links}/links.py (97%)
 create mode 100644 src/website_profiling/tools/audit_tools/onpage/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => onpage}/onpage.py (98%)
 create mode 100644 src/website_profiling/tools/audit_tools/ops/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => ops}/ops.py (97%)
 rename src/website_profiling/tools/audit_tools/{ => ops}/workflow.py (68%)
 create mode 100644 src/website_profiling/tools/audit_tools/performance/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => performance}/lighthouse.py (97%)
 create mode 100644 src/website_profiling/tools/audit_tools/portfolio/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => portfolio}/charts.py (96%)
 rename src/website_profiling/tools/audit_tools/{ => portfolio}/health.py (92%)
 rename src/website_profiling/tools/audit_tools/{ => portfolio}/properties.py (93%)
 rename src/website_profiling/tools/audit_tools/{ => portfolio}/property_profile.py (97%)
 create mode 100644 src/website_profiling/tools/audit_tools/report/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => report}/report.py (97%)
 rename src/website_profiling/tools/audit_tools/{ => report}/report_extras.py (98%)
 create mode 100644 src/website_profiling/tools/audit_tools/schema/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => schema}/schema.py (92%)
 create mode 100644 src/website_profiling/tools/audit_tools/security/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => security}/security.py (97%)
 create mode 100644 src/website_profiling/tools/audit_tools/tech/__init__.py
 rename src/website_profiling/tools/audit_tools/{ => tech}/tech.py (96%)
 create mode 100644 web/src/components/charts/d3/D3DonutChart.tsx
 create mode 100644 web/src/components/charts/d3/D3DualLineChart.tsx
 create mode 100644 web/src/components/charts/d3/D3ForceGraph.tsx
 create mode 100644 web/src/components/charts/d3/D3GroupedBarChart.tsx
 create mode 100644 web/src/components/charts/d3/D3HorizontalBarChart.tsx
 create mode 100644 web/src/components/charts/d3/D3StackedHorizontalBarChart.tsx
 create mode 100644 web/src/components/charts/d3/D3StackedVerticalBarChart.tsx
 create mode 100644 web/src/components/charts/d3/D3VerticalBarChart.tsx
 create mode 100644 web/src/components/charts/d3/index.ts
 delete mode 100644 web/src/components/overview/chartSetup.ts
 create mode 100644 web/src/lib/linkGraph.test.ts
 create mode 100644 web/src/lib/viz/adapters.test.ts
 create mode 100644 web/src/lib/viz/adapters.ts
 create mode 100644 web/src/lib/viz/arcGauge.test.ts
 create mode 100644 web/src/lib/viz/arcGauge.ts
 create mode 100644 web/src/lib/viz/hooks/useMeasureWidth.ts
 create mode 100644 web/src/lib/viz/margins.ts
 create mode 100644 web/src/lib/viz/types.ts

diff --git a/AGENT.md b/AGENT.md
index cc1ac0bd..62427d68 100644
--- a/AGENT.md
+++ b/AGENT.md
@@ -43,14 +43,47 @@ Developer reference for agents and contributors. User-facing overview: [README.m
 | Local analysis | `analysis/local.py`, `requirements.txt` |
 | AI insights (LLM) | `llm/enrich.py`, `llm/agent.py`, `llm_config.py`, `requirements.txt` |
 | Audit query tools (MCP + chat) | `tools/audit_tools/`, `mcp/server.py`, `mcp/http_server.py`, `commands/chat_cmd.py` |
-| Agent readiness checks | `tools/audit_tools/agent_readiness.py`, `tools/audit_tools/_aeo_helpers.py` |
+| Agent readiness checks | `tools/audit_tools/geo/agent_readiness.py`, `tools/audit_tools/_aeo_helpers.py` |
 | Config / CLI | `config.py` (`load_config`, `load_config_from_db`), `cli.py`, `input.txt.example` |
 | UI pipeline schema | `web/src/lib/pipelineConfigSchema.ts` |
 | UI LLM schema | `web/src/lib/llmConfigSchema.ts` |
 | UI config I/O | `web/src/server/pipelineConfig.ts`, `web/src/server/llmConfig.ts` |
+| D3 charts (custom / compare / overview) | `web/src/components/charts/d3/`, `web/src/lib/viz/` |
+| Chart.js charts (standard bar/line/doughnut) | `web/src/utils/chartJsDefaults.ts`, `react-chartjs-2` in views under `web/src/views/`, `web/src/components/searchPerformance/`, `web/src/components/traffic/` |
 
 Schema changes: add Alembic migration (`alembic revision`).
 
+**Charts — Chart.js + D3 (hybrid)**
+
+The web UI uses **both** Chart.js and D3.js. Pick the library that fits each chart; do not migrate everything to one stack.
+
+| Prefer **Chart.js** when… | Prefer **D3** when… |
+|---------------------------|---------------------|
+| Standard bar, line, or doughnut with typical legend/tooltip/responsive canvas | Custom layout (grouped compare bars, dual lines with null gaps, arc gauges) |
+| Quick add with minimal custom SVG | Tight theme control via CSS vars (`--chart-grid`, `--chart-title`, etc.) |
+| Page already on Chart.js (GSC, GA4, Links, Content Analytics) | Reusing shared components in `web/src/components/charts/d3/` |
+| Chart.js plugins or defaults are enough | Neutral data types + adapters in `web/src/lib/viz/` |
+
+**Decision rule:** If a D3 component already exists (`D3GroupedBarChart`, `D3DualLineChart`, `D3VerticalBarChart`, `D3DonutChart`, compact charts, `arcGauge.ts`), reuse it. If it is a one-off standard chart on a Chart.js page, stay on Chart.js unless D3 clearly wins.
+
+**Current split (indicative)**
+
+| Area | Library |
+|------|---------|
+| Overview dashboard (`/dashboard`) | D3 |
+| Compare (`/compare`) | D3 |
+| Content analytics — Analytics tab (`/content-analytics?tab=analytics`) | D3 |
+| GSC / GA4 / scatter (`GscCharts`, `Ga4Charts`) | Chart.js |
+| Links explorer, Content Analytics, Text Content Analysis | Chart.js |
+| Score rings, distribution donuts, compact sparklines | D3 |
+
+**Conventions (both stacks)**
+
+- Wrap charts in `ChartPanel`, `ChartAccessibleFallback`, and/or `ChartCard` where applicable.
+- Theme helpers live in `web/src/utils/chartJsDefaults.ts` (`getGridColor`, `getChartTitleColor`, `truncateChartLabel`) — use them from D3 as well as Chart.js.
+- Keep chart-library types out of data-prep: use neutral shapes (`BarChartData`, `DualSeriesChartData` in `web/src/lib/viz/types.ts` and `web/src/lib/compareChartData.ts`); convert at the render layer via `web/src/lib/viz/adapters.ts` when needed.
+- Migrate page-by-page when D3 is the better fit; do not remove `chart.js` from `package.json` until all consumers are migrated.
+
 **Company standards:** UI copy in `web/src/strings.json` (Site Audit, Properties, Run audit). Data provenance on `report_meta` in report payload. Docs: `docs/COMPANY_STANDARDS.md`, `docs/GLOSSARY.md`. Migration `003_company_standards` (properties, pipeline_jobs, audit_log). Durable jobs in `web/src/server/pipelineJobsDb.ts`. Export: `GET /api/report/export`, `src/website_profiling/tools/export_audit.py`.
 
 **Common footguns (check before finishing web or DB work)**
diff --git a/AGENTS.md b/AGENTS.md
index e2d8d6d8..878fe63e 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -32,8 +32,11 @@ python -m website_profiling.mcp   # Start MCP server (stdio)
 |------|-------|
 | Crawl | `src/website_profiling/crawl/` |
 | Report | `src/website_profiling/reporting/` |
-| GEO / AEO / Agent readiness | `src/website_profiling/tools/audit_tools/geo_tools.py`, `agent_readiness.py` |
+| GEO / AEO / Agent readiness | `src/website_profiling/tools/audit_tools/geo/geo_tools.py`, `geo/agent_readiness.py` |
 | DB schema | `alembic/versions/` |
 | UI | `web/src/views/`, `web/app/` |
+| Charts | D3: `web/src/components/charts/d3/`, `web/src/lib/viz/` · Chart.js: GSC/GA4/Links etc. — see [AGENT.md](AGENT.md) § Charts |
+
+**Charts:** Use **both** Chart.js and D3 — choose per chart (Overview/Compare → D3; standard GSC/GA4 bars → Chart.js). Full rules in [AGENT.md](AGENT.md).
 
 **Common pitfalls:** See [AGENT.md](AGENT.md) for the full footguns checklist (React context, Python local imports, psycopg dict rows, coverage gates).
diff --git a/src/website_profiling/analysis/local.py b/src/website_profiling/analysis/local.py
index 1b557860..f457c4f9 100644
--- a/src/website_profiling/analysis/local.py
+++ b/src/website_profiling/analysis/local.py
@@ -41,7 +41,11 @@ def _cfg_int(cfg: dict[str, str] | None, key: str, default: int) -> int:
 
 
 def _tokenize_simhash(text: str) -> list[str]:
-    return re.findall(r"[a-z0-9]{3,}", text.lower())
+    # `[^\W_]` is word chars minus underscore: identical to the old `[a-z0-9]`
+    # for ASCII (input is lowercased) but ALSO matches Unicode letters/digits, so
+    # CJK / Cyrillic / Arabic / Greek pages no longer tokenize to nothing and
+    # collapse to SimHash 0 (which falsely clustered them all as duplicates).
+    return re.findall(r"[^\W_]{3,}", text.lower(), re.UNICODE)
 
 
 def _stable_token_hash(token: str) -> int:
@@ -123,6 +127,11 @@ def compute_duplicate_groups(
 
     bucket: dict[int, list[str]] = defaultdict(list)
     for u, h in url_to_sh.items():
+        # SimHash 0 means "no tokenizable content", not "identical content".
+        # Bucketing those together unioned every untokenizable page as a single
+        # giant duplicate group — skip them.
+        if h == 0:
+            continue
         bucket[h].append(u)
 
     fuzz = _import_rapidfuzz()
@@ -163,7 +172,9 @@ def union(a: str, b: str, method: str) -> None:
             union(base, m, "simhash")
 
     if hamming_max > 0 and len(urls) <= simhash_max_urls:
-        sh_list = [(u, url_to_sh[u]) for u in urls]
+        # Exclude SimHash-0 (untokenizable) pages — every pair of them has
+        # Hamming distance 0 and would be wrongly merged as duplicates.
+        sh_list = [(u, url_to_sh[u]) for u in urls if url_to_sh[u] != 0]
         for i, (u1, h1) in enumerate(sh_list):
             for u2, h2 in sh_list[i + 1 :]:
                 if _hamming(h1, h2) <= hamming_max:
diff --git a/src/website_profiling/analysis/page.py b/src/website_profiling/analysis/page.py
index e9185a97..e400eb70 100644
--- a/src/website_profiling/analysis/page.py
+++ b/src/website_profiling/analysis/page.py
@@ -91,7 +91,7 @@ def walk(obj: object) -> bool:
     "corporation",
     "store",
     "restaurant",
-    "professionalService",
+    "professionalservice",
     "newsmediaorganization",
 })
 _CONTACT_CAP = 10
diff --git a/src/website_profiling/commands/page_coach_cmd.py b/src/website_profiling/commands/page_coach_cmd.py
index f0984f12..b3fa87a6 100644
--- a/src/website_profiling/commands/page_coach_cmd.py
+++ b/src/website_profiling/commands/page_coach_cmd.py
@@ -8,6 +8,22 @@
 from .config_resolve import resolve_config
 
 
+def _parse_ref(raw: str) -> tuple[str | None, int | None]:
+    """Parse a 'type:id' env value, tolerating a missing/non-numeric id.
+
+    The bare ``":" in raw`` guard does not guarantee the right-hand side is an
+    integer (e.g. "live:" or "snapshot:abc" from an unvalidated request body),
+    so coerce defensively rather than letting int() raise and crash the command.
+    """
+    if ":" not in raw:
+        return None, None
+    type_part, _, id_part = raw.partition(":")
+    try:
+        return type_part, int(id_part)
+    except ValueError:
+        return None, None
+
+
 def run(cfg: dict, cwd: str, args: argparse.Namespace) -> None:
     from ..llm.page_coach import run_page_coach
 
@@ -19,15 +35,8 @@ def run(cfg: dict, cwd: str, args: argparse.Namespace) -> None:
     import os
 
     refresh = bool(getattr(args, "refresh", False))
-    current_type = current_id = baseline_type = baseline_id = None
-    cur_env = os.environ.get("WP_PAGE_COACH_CURRENT", "")
-    if ":" in cur_env:
-        parts = cur_env.split(":", 1)
-        current_type, current_id = parts[0], int(parts[1])
-    base_env = os.environ.get("WP_PAGE_COACH_BASELINE", "")
-    if ":" in base_env:
-        parts = base_env.split(":", 1)
-        baseline_type, baseline_id = parts[0], int(parts[1])
+    current_type, current_id = _parse_ref(os.environ.get("WP_PAGE_COACH_CURRENT", ""))
+    baseline_type, baseline_id = _parse_ref(os.environ.get("WP_PAGE_COACH_BASELINE", ""))
 
     result = run_page_coach(
         url,
diff --git a/src/website_profiling/content_analysis/batch.py b/src/website_profiling/content_analysis/batch.py
index 7e77a686..5770adbb 100644
--- a/src/website_profiling/content_analysis/batch.py
+++ b/src/website_profiling/content_analysis/batch.py
@@ -35,11 +35,16 @@ def _analyze_row(
     url = row.get("url")
     if not url or not html:
         return None
-    fields = analyze_page_html(
-        str(html),
-        excerpt_max_chars=excerpt_max_chars,
-        strategy=strategy,
-    )
+    try:
+        fields = analyze_page_html(
+            str(html),
+            excerpt_max_chars=excerpt_max_chars,
+            strategy=strategy,
+        )
+    except Exception:
+        # A single page whose HTML breaks the analysis stack must not abort the
+        # whole run (mirrors page_markdown.batch._extract_row); skip it instead.
+        return None
     return {"url": str(url).rstrip("/"), **fields}
 
 
diff --git a/src/website_profiling/content_studio/agent.py b/src/website_profiling/content_studio/agent.py
index 5aa0254d..438cfea3 100644
--- a/src/website_profiling/content_studio/agent.py
+++ b/src/website_profiling/content_studio/agent.py
@@ -77,10 +77,15 @@ def _inject_missing_tools(
     ctx: ContentStudioContext,
     called: set[str],
     ollama_format: bool,
+    tool_events: list[dict[str, Any]],
 ) -> None:
     for name in sorted(REQUIRED_CONTENT_STUDIO_TOOLS - called):
         result = sanitize_unicode_deep(dispatch_content_studio_tool(name, ctx))
         called.add(name)
+        # Record the result for tool_events here too, so the caller need not
+        # dispatch each missing tool a second time (score_content_draft opens a
+        # DB session and re-parses the HTML on every dispatch).
+        tool_events.append({"name": name, "args": {}, "result": result})
         if ollama_format:
             openai_messages.append({
                 "role": "tool",
@@ -223,15 +228,9 @@ def run_content_studio_analyze(
             }
 
         if called:
-            _inject_missing_tools(openai_messages, ctx, called, ollama_format)
-            for name in sorted(REQUIRED_CONTENT_STUDIO_TOOLS):
-                if any(e["name"] == name for e in tool_events):
-                    continue
-                tool_events.append({
-                    "name": name,
-                    "args": {},
-                    "result": dispatch_content_studio_tool(name, ctx),
-                })
+            # Populates both the model messages and tool_events in one dispatch
+            # pass (previously every missing tool was dispatched twice).
+            _inject_missing_tools(openai_messages, ctx, called, ollama_format, tool_events)
             continue
 
         break
diff --git a/src/website_profiling/crawl/crawler.py b/src/website_profiling/crawl/crawler.py
index bdc71636..1a1a3d9c 100644
--- a/src/website_profiling/crawl/crawler.py
+++ b/src/website_profiling/crawl/crawler.py
@@ -462,7 +462,7 @@ def crawl(
             limit=crawl_limit,
         )
         emit_phase_start("crawl", message="Crawling pages")
-        futures = []
+        futures: dict = {}  # future -> dequeued url (so an errored fetch keeps its url)
         db_writer: Optional[CrawlDbWriter] = None
         pages_crawled = 0
         self._db_writer = None
@@ -496,7 +496,7 @@ def crawl(
                             continue
                         if not self.frontier.mark_visited(url):
                             continue
-                        futures.append(ex.submit(self.worker, url))
+                        futures[ex.submit(self.worker, url)] = url
 
                     can_submit_more = (
                         not self.queue.empty()
@@ -509,13 +509,16 @@ def crawl(
                         # returns immediately if a future is already done.
                         wait(futures, return_when=FIRST_COMPLETED)
 
-                    remaining = []
-                    for f in futures:
+                    remaining: dict = {}
+                    for f, f_url in futures.items():
                         if f.done():
                             try:
                                 res = f.result()
                             except Exception:
-                                res = empty_crawl_row(status="error")
+                                # Keep the dequeued url so the error row is persisted
+                                # to the DB consistently with the non-streaming path
+                                # (an url-less row is silently dropped from streaming).
+                                res = empty_crawl_row(url=f_url, status="error")
                                 if self.store_outlinks:
                                     res["outlink_targets"] = "[]"
                             self.results.append(res)
@@ -529,7 +532,7 @@ def crawl(
                                 pbar.update(1)
                             progress_tracker.maybe_emit(pages_crawled, page_url)
                         else:
-                            remaining.append(f)
+                            remaining[f] = f_url
                     futures = remaining
 
                     # Check for pause request (SIGUSR1) or Windows file-based signal.
diff --git a/src/website_profiling/crawl/fetchers/hybrid.py b/src/website_profiling/crawl/fetchers/hybrid.py
index df4d6df2..8e7102fd 100644
--- a/src/website_profiling/crawl/fetchers/hybrid.py
+++ b/src/website_profiling/crawl/fetchers/hybrid.py
@@ -2,6 +2,7 @@
 
 from __future__ import annotations
 
+import threading
 from typing import Callable, Optional
 
 from .base import FetchResult, PageFetcher
@@ -19,10 +20,17 @@ def __init__(
         self._static = static
         self._browser_factory = browser_factory
         self._browser_instance: Optional[PageFetcher] = None
+        self._browser_lock = threading.Lock()
 
     def _get_browser(self) -> PageFetcher:
+        # Double-checked locking: crawler worker threads share one HybridFetcher,
+        # so an unsynchronized check-then-act would let two threads each build a
+        # BrowserFetcher (launching a Chromium process + daemon thread); the
+        # second assignment orphans the first, leaking it for the process lifetime.
         if self._browser_instance is None:
-            self._browser_instance = self._browser_factory()
+            with self._browser_lock:
+                if self._browser_instance is None:
+                    self._browser_instance = self._browser_factory()
         return self._browser_instance
 
     def fetch(self, url: str) -> FetchResult:
diff --git a/src/website_profiling/crawl/sitemap.py b/src/website_profiling/crawl/sitemap.py
index 39bab8bc..301b4677 100644
--- a/src/website_profiling/crawl/sitemap.py
+++ b/src/website_profiling/crawl/sitemap.py
@@ -20,6 +20,11 @@ def _origin(start_url: str) -> str:
     return f"{parsed.scheme}://{parsed.netloc}"
 
 
+def _same_origin(url: str, origin: str) -> bool:
+    """True when *url* is on the same host as *origin* (the crawl start host)."""
+    return bool(url) and urlparse(url).netloc == urlparse(origin).netloc
+
+
 def _sitemap_urls_from_robots(text: str) -> list[str]:
     urls: list[str] = []
     for line in text.splitlines():
@@ -84,7 +89,12 @@ def discover_sitemap_urls(
         try:
             r = sess.get(f"{origin}/robots.txt", timeout=timeout)
             if r.status_code == 200 and r.text:
-                sitemap_queue.extend(_sitemap_urls_from_robots(r.text))
+                # Only follow same-origin sitemaps: robots.txt (or a MITM of it)
+                # can advertise arbitrary hosts, which would otherwise let the
+                # crawler issue requests off the audited origin (SSRF / scope escape).
+                sitemap_queue.extend(
+                    s for s in _sitemap_urls_from_robots(r.text) if _same_origin(s, origin)
+                )
         except Exception:
             pass
 
@@ -102,10 +112,12 @@ def discover_sitemap_urls(
                     continue
                 pages, nested = _parse_sitemap_xml(r.text, sm_url)
                 for n in nested:
-                    if n not in seen_sitemaps:
+                    # Nested <sitemap><loc> entries are attacker-controllable;
+                    # never queue an off-origin sitemap for fetching.
+                    if n not in seen_sitemaps and _same_origin(n, origin):
                         sitemap_queue.append(n)
                 for page in pages:
-                    if urlparse(page).netloc != urlparse(origin).netloc:
+                    if not _same_origin(page, origin):
                         continue
                     if page not in seen_pages:
                         seen_pages.add(page)
diff --git a/src/website_profiling/db/crawl_store.py b/src/website_profiling/db/crawl_store.py
index b86ef579..5546368e 100644
--- a/src/website_profiling/db/crawl_store.py
+++ b/src/website_profiling/db/crawl_store.py
@@ -331,10 +331,17 @@ def _write_crawl_rows(conn: Connection, rows: list[tuple]) -> None:
         else:
             normalized.append(row)
     try:
-        _executemany(conn, _CRAWL_INSERT_SQL, normalized, page_size=_CRAWL_BATCH_SIZE)
+        # Savepoint so that a failure (e.g. a legacy schema missing the
+        # fetch_method column) rolls back ONLY this insert and leaves the
+        # transaction usable. Without it the legacy fallback below runs inside an
+        # aborted transaction, raises "current transaction is aborted", and
+        # silently writes nothing.
+        with conn.transaction():
+            _executemany(conn, _CRAWL_INSERT_SQL, normalized, page_size=_CRAWL_BATCH_SIZE)
     except Exception:
         legacy = [(r[0], r[1], r[2], r[3], r[5]) for r in normalized]
-        _executemany(conn, _CRAWL_INSERT_SQL_LEGACY, legacy, page_size=_CRAWL_BATCH_SIZE)
+        with conn.transaction():
+            _executemany(conn, _CRAWL_INSERT_SQL_LEGACY, legacy, page_size=_CRAWL_BATCH_SIZE)
 
 
 def write_crawl_batch(
diff --git a/src/website_profiling/db/historical.py b/src/website_profiling/db/historical.py
index 96984516..0b6f84a6 100644
--- a/src/website_profiling/db/historical.py
+++ b/src/website_profiling/db/historical.py
@@ -83,9 +83,14 @@ def read_historical_data() -> dict[str, list]:
         with db_session() as conn:
             for table in tables:
                 try:
-                    with conn.cursor() as cur:
-                        cur.execute(SQL("SELECT * FROM {}").format(Identifier(table)))
-                        result[table] = [dict(row) for row in cur.fetchall()]
+                    # Savepoint per table: a failed read (e.g. a table missing on
+                    # an under-migrated DB) otherwise aborts the whole transaction,
+                    # making every *later* table read fail too and silently dropping
+                    # all remaining preserved history. Roll back just this read.
+                    with conn.transaction():
+                        with conn.cursor() as cur:
+                            cur.execute(SQL("SELECT * FROM {}").format(Identifier(table)))
+                            result[table] = [dict(row) for row in cur.fetchall()]
                 except Exception as e:
                     console_print(
                         f"  Warning: could not read historical table '{table}': {e}",
diff --git a/src/website_profiling/integrations/ai_citations/_types.py b/src/website_profiling/integrations/ai_citations/_types.py
index b72fbdc8..f5e30ea6 100644
--- a/src/website_profiling/integrations/ai_citations/_types.py
+++ b/src/website_profiling/integrations/ai_citations/_types.py
@@ -34,13 +34,25 @@ def to_dict(self) -> dict[str, Any]:
         }
 
 
+def _strip_www(domain: str) -> str:
+    """Lowercase *domain* and remove a leading ``www.`` prefix.
+
+    ``str.lstrip("www.")`` strips the *character set* {'w', '.'}, not the
+    prefix — so ``wired.com`` becomes ``ired.com`` and ``w3.org`` becomes
+    ``3.org``, corrupting any domain that starts with 'w'. Use removeprefix
+    semantics instead.
+    """
+    d = domain.lower()
+    return d[4:] if d.startswith("www.") else d
+
+
 def _domain_in_sources(domain: str, sources: list[str]) -> bool:
-    needle = domain.lower().lstrip("www.").split("/")[0]
+    needle = _strip_www(domain).split("/")[0]
     return any(needle in s.lower() for s in sources)
 
 
 def _detect_competitors(sources: list[str], domain: str) -> list[str]:
-    own = domain.lower().lstrip("www.").split("/")[0]
+    own = _strip_www(domain).split("/")[0]
     seen: set[str] = set()
     competitors: list[str] = []
     for s in sources:
@@ -63,5 +75,5 @@ def _parametric_prompt(query: str, brand: str, domain: str) -> str:
 
 def _parametric_brand_check(brand: str, domain: str, answer: str) -> tuple[bool, bool]:
     brand_mentioned = brand.lower() in answer.lower()
-    domain_cited = domain.lower().lstrip("www.").split("/")[0] in answer.lower()
+    domain_cited = _strip_www(domain).split("/")[0] in answer.lower()
     return brand_mentioned, domain_cited
diff --git a/src/website_profiling/integrations/google/gsc_inspection.py b/src/website_profiling/integrations/google/gsc_inspection.py
index 97bb88b0..abe1cffe 100644
--- a/src/website_profiling/integrations/google/gsc_inspection.py
+++ b/src/website_profiling/integrations/google/gsc_inspection.py
@@ -49,7 +49,7 @@ def inspect_url(creds: Any, site_url: str, url: str) -> dict[str, Any]:
             "issues": [
                 str(i.get("issueMessage") or i.get("severity") or i)
                 for i in (rich.get("issues") or [])[:5]
-                if isinstance(i, dict) or i
+                if isinstance(i, dict)
             ],
         },
         "provenance": "Search Console",
diff --git a/src/website_profiling/integrations/google/suggest.py b/src/website_profiling/integrations/google/suggest.py
index 1a643c95..7e45d0f4 100644
--- a/src/website_profiling/integrations/google/suggest.py
+++ b/src/website_profiling/integrations/google/suggest.py
@@ -131,15 +131,18 @@ def batch_expand(
     Returns { seed: { "web": [...], "youtube": [...], "questions": [...] } }
     Uses concurrent requests and PostgreSQL cache (keyword_suggest_cache).
     """
-    result: dict[str, dict[str, list[str]]] = {
-        seed: {s: [] for s in sources} for seed in seeds
-    }
+    result: dict[str, dict[str, list[str]]] = {}
     tasks_to_fetch: list[tuple[str, str, str, str]] = []
 
     for seed in seeds:
         if not seed or not seed.strip():
             continue
         seed = seed.strip().lower()
+        # Key `result` by the NORMALIZED seed. The cache-hit path and worker path
+        # below both index `result[seed]` with this lowercased value, so keying
+        # by the raw seed would raise KeyError for any mixed-case seed on a cache
+        # hit (the common steady-state path), aborting the enrichment pipeline.
+        result.setdefault(seed, {s: [] for s in sources})
         for source in sources:
             # Check cache
             if cache_conn is not None:
diff --git a/src/website_profiling/lighthouse/runner.py b/src/website_profiling/lighthouse/runner.py
index 39eaf525..afedd9df 100644
--- a/src/website_profiling/lighthouse/runner.py
+++ b/src/website_profiling/lighthouse/runner.py
@@ -334,8 +334,16 @@ def run_lighthouse_audit(
         val = median_metrics.get(_cat_key[cat_id])
         category_scores[cat_id] = round(val * 100) if val is not None else None
 
-    # Merge top failures from run with worst performance score
-    worst_run = min(runs, key=lambda r: (r["performance_score"] is None, -(r["performance_score"] or 0)))
+    # Merge top failures from the run with the WORST (lowest) performance score.
+    # Negating the score made `min` pick the highest (best) score; and `or 0`
+    # would mis-rank a legitimate 0.0 score. None scores sort last.
+    worst_run = min(
+        runs,
+        key=lambda r: (
+            r["performance_score"] is None,
+            r["performance_score"] if r["performance_score"] is not None else 1.0,
+        ),
+    )
     top_failures = worst_run.get("top_failures") or []
 
     lcp_ok = median_metrics["lcp_ms"] is not None and median_metrics["lcp_ms"] <= LCP_GOOD_MS
diff --git a/src/website_profiling/llm/agent.py b/src/website_profiling/llm/agent.py
index 3909756f..25d0d0a2 100644
--- a/src/website_profiling/llm/agent.py
+++ b/src/website_profiling/llm/agent.py
@@ -9,7 +9,7 @@
 from ..llm_config import llm_is_enabled, load_llm_config_from_db
 from ..text_sanitize import sanitize_unicode_deep, strip_surrogates
 from ..tools.audit_tools import AuditToolContext
-from ..tools.audit_tools.crawl_actions import CHAT_CRAWL_TOOL
+from ..tools.audit_tools.crawl.crawl_actions import CHAT_CRAWL_TOOL
 from ..tools.audit_tools.registry import (
     TOOL_DEFINITIONS,
     _normalize_tool_args,
diff --git a/src/website_profiling/llm/dashboard_ai.py b/src/website_profiling/llm/dashboard_ai.py
index 9ff07051..2f78f914 100644
--- a/src/website_profiling/llm/dashboard_ai.py
+++ b/src/website_profiling/llm/dashboard_ai.py
@@ -58,7 +58,11 @@ def generate_dashboard_ai(
         user = json.dumps(payload, indent=2, default=str)[:10_000]
         raw = client.complete_json(DASHBOARD_AI_SYSTEM, user)
         result = raw if isinstance(raw, dict) and raw else parse_json_response(str(raw))
-        result["ok"] = True
+        if not isinstance(result, dict) or not result:
+            return {"ok": False, "error": "AI returned no parseable output."}
+        # Don't force success: keep an explicit ok/error the model may have
+        # returned instead of masking a failure as a successful generation.
+        result.setdefault("ok", True)
         return result
     except Exception as exc:
         return {"ok": False, "error": str(exc)}
diff --git a/src/website_profiling/llm/providers/anthropic.py b/src/website_profiling/llm/providers/anthropic.py
index 499927e2..6505e415 100644
--- a/src/website_profiling/llm/providers/anthropic.py
+++ b/src/website_profiling/llm/providers/anthropic.py
@@ -91,18 +91,20 @@ def complete_json(self, system: str, user: str) -> dict[str, Any]:
         except ImportError as e:
             raise ImportError("pip install -r requirements.txt") from e
 
-        client = anthropic.Anthropic(api_key=self._api_key, timeout=self._timeout)
-        msg = client.messages.create(
-            model=self._model,
-            max_tokens=4096,
-            system=system + "\nRespond with valid JSON only.",
-            messages=[{"role": "user", "content": user}],
-        )
-        parts = []
-        for block in msg.content:
-            if getattr(block, "type", None) == "text":
-                parts.append(block.text)
-        return parse_json_response("\n".join(parts))
+        # Use the client as a context manager so its underlying httpx connection
+        # pool is closed; otherwise every call leaks sockets across the agent loop.
+        with anthropic.Anthropic(api_key=self._api_key, timeout=self._timeout) as client:
+            msg = client.messages.create(
+                model=self._model,
+                max_tokens=4096,
+                system=system + "\nRespond with valid JSON only.",
+                messages=[{"role": "user", "content": user}],
+            )
+            parts = []
+            for block in msg.content:
+                if getattr(block, "type", None) == "text":
+                    parts.append(block.text)
+            return parse_json_response("\n".join(parts))
 
     def chat_with_tools(
         self,
@@ -121,7 +123,6 @@ def chat_with_tools(
         system, anthropic_messages = _to_anthropic_messages(messages)
         anthropic_tools = _to_anthropic_tools(tools)
 
-        client = anthropic.Anthropic(api_key=self._api_key, timeout=self._timeout)
         kwargs: dict[str, Any] = {
             "model": self._model,
             "max_tokens": 4096,
@@ -130,51 +131,54 @@ def chat_with_tools(
             "tools": anthropic_tools,
         }
 
-        if on_token:
+        # Context-manage the client so its httpx connection pool is closed on
+        # every path (the non-streaming branch closed nothing before).
+        with anthropic.Anthropic(api_key=self._api_key, timeout=self._timeout) as client:
+            if on_token:
+                content_parts: list[str] = []
+                tool_calls: list[ToolCall] = []
+                with client.messages.stream(**kwargs) as stream:
+                    for event in stream:
+                        if event.type == "content_block_delta" and hasattr(event.delta, "text"):
+                            text = event.delta.text
+                            content_parts.append(text)
+                            on_token(text)
+                        if event.type == "content_block_start" and getattr(event.content_block, "type", None) == "tool_use":
+                            block = event.content_block
+                            tool_calls.append(
+                                ToolCall(id=block.id, name=block.name, arguments={}),
+                            )
+                        if event.type == "content_block_delta" and getattr(event.delta, "type", None) == "input_json_delta":
+                            if tool_calls:
+                                partial = getattr(event.delta, "partial_json", "") or ""
+                                prev = tool_calls[-1].arguments.get("_partial", "")
+                                tool_calls[-1].arguments["_partial"] = prev + partial
+                    final = stream.get_final_message()
+                for tc in tool_calls:
+                    partial = tc.arguments.pop("_partial", "")
+                    if partial:
+                        try:
+                            tc.arguments = json.loads(partial)
+                        except json.JSONDecodeError:
+                            tc.arguments = {}
+                text_parts = []
+                for block in final.content:
+                    if getattr(block, "type", None) == "text":
+                        text_parts.append(block.text)
+                return ChatResult(content="".join(content_parts) or "".join(text_parts), tool_calls=tool_calls)
+
+            msg = client.messages.create(**kwargs)
             content_parts: list[str] = []
-            tool_calls: list[ToolCall] = []
-            with client.messages.stream(**kwargs) as stream:
-                for event in stream:
-                    if event.type == "content_block_delta" and hasattr(event.delta, "text"):
-                        text = event.delta.text
-                        content_parts.append(text)
-                        on_token(text)
-                    if event.type == "content_block_start" and getattr(event.content_block, "type", None) == "tool_use":
-                        block = event.content_block
-                        tool_calls.append(
-                            ToolCall(id=block.id, name=block.name, arguments={}),
-                        )
-                    if event.type == "content_block_delta" and getattr(event.delta, "type", None) == "input_json_delta":
-                        if tool_calls:
-                            partial = getattr(event.delta, "partial_json", "") or ""
-                            prev = tool_calls[-1].arguments.get("_partial", "")
-                            tool_calls[-1].arguments["_partial"] = prev + partial
-                final = stream.get_final_message()
-            for tc in tool_calls:
-                partial = tc.arguments.pop("_partial", "")
-                if partial:
-                    try:
-                        tc.arguments = json.loads(partial)
-                    except json.JSONDecodeError:
-                        tc.arguments = {}
-            text_parts = []
-            for block in final.content:
+            tool_calls = []
+            for block in msg.content:
                 if getattr(block, "type", None) == "text":
-                    text_parts.append(block.text)
-            return ChatResult(content="".join(content_parts) or "".join(text_parts), tool_calls=tool_calls)
-
-        msg = client.messages.create(**kwargs)
-        content_parts: list[str] = []
-        tool_calls = []
-        for block in msg.content:
-            if getattr(block, "type", None) == "text":
-                content_parts.append(block.text)
-            if getattr(block, "type", None) == "tool_use":
-                tool_calls.append(
-                    ToolCall(
-                        id=block.id,
-                        name=block.name,
-                        arguments=dict(block.input) if isinstance(block.input, dict) else {},
-                    ),
-                )
-        return ChatResult(content="".join(content_parts), tool_calls=tool_calls)
+                    content_parts.append(block.text)
+                if getattr(block, "type", None) == "tool_use":
+                    tool_calls.append(
+                        ToolCall(
+                            id=block.id,
+                            name=block.name,
+                            arguments=dict(block.input) if isinstance(block.input, dict) else {},
+                        ),
+                    )
+            return ChatResult(content="".join(content_parts), tool_calls=tool_calls)
diff --git a/src/website_profiling/mcp/http_server.py b/src/website_profiling/mcp/http_server.py
index 88f4981f..753e8d22 100644
--- a/src/website_profiling/mcp/http_server.py
+++ b/src/website_profiling/mcp/http_server.py
@@ -101,7 +101,15 @@ def _origin_allowed(origin: str, allowed_origins: list[str]) -> bool:
             return True
         if pattern.startswith("http://") or pattern.startswith("https://"):
             continue
-        if origin_host == pattern or origin_host.endswith(f".{pattern.removeprefix('*.')}"):
+        if pattern.startswith("*."):
+            # Wildcard: match the apex and any subdomain.
+            if origin_host == pattern[2:] or origin_host.endswith(pattern[1:]):
+                return True
+            continue
+        # Bare hostname: exact match only. A non-wildcard pattern must NOT be
+        # widened into a ".pattern" suffix match, or `example.com` would also
+        # allow `evil.example.com`.
+        if origin_host == pattern:
             return True
     return False
 
@@ -179,7 +187,17 @@ async def __call__(self, scope: dict[str, Any], receive: Any, send: Any) -> None
             return
 
         origin = headers.get("origin", "")
-        if settings.allowed_origins and not _origin_allowed(origin, settings.allowed_origins):
+        if settings.allowed_origins:
+            if not _origin_allowed(origin, settings.allowed_origins):
+                await _reject_request(send, 403, "Origin not allowed for remote MCP")
+                return
+        elif origin.strip() and not _host_allowed(_origin_host(origin), settings.allowed_hosts):
+            # No explicit allowed_origins configured. Transport-level Origin /
+            # DNS-rebinding protection is delegated to this middleware (see
+            # _transport_security_settings), so a request carrying a browser
+            # Origin header must at least be same-host as an allowed host;
+            # otherwise an unconfigured deployment performs no Origin check at
+            # all. Non-browser clients send no Origin and are unaffected.
             await _reject_request(send, 403, "Origin not allowed for remote MCP")
             return
 
diff --git a/src/website_profiling/parsing/seo.py b/src/website_profiling/parsing/seo.py
index 724eafc0..d1e59f6c 100644
--- a/src/website_profiling/parsing/seo.py
+++ b/src/website_profiling/parsing/seo.py
@@ -103,13 +103,16 @@ def parse_seo_extended(html_text: str, base_url: str) -> dict:
             if not val or base_scheme != "https":
                 continue
             val = str(val).strip().lower()
-            if val.startswith("http://"):
-                out["mixed_content_count"] += 1
-            elif attr == "srcset":
+            if attr == "srcset":
+                # srcset is a comma-separated candidate list; count EVERY insecure
+                # candidate. The generic startswith() below would match the whole
+                # string once when the FIRST candidate is http:// and miss the rest.
                 for part in val.split(","):
-                    part = part.strip().split()[0] if part.strip() else ""
-                    if part.startswith("http://"):
+                    tok = part.strip().split()[0] if part.strip() else ""
+                    if tok.startswith("http://"):
                         out["mixed_content_count"] += 1
+            elif val.startswith("http://"):
+                out["mixed_content_count"] += 1
     return out
 def parse_resources(html_text: str, base_url: str) -> dict:
     """
diff --git a/src/website_profiling/reporting/builder.py b/src/website_profiling/reporting/builder.py
index c9fe9338..c4c29ef1 100644
--- a/src/website_profiling/reporting/builder.py
+++ b/src/website_profiling/reporting/builder.py
@@ -700,7 +700,7 @@ def run_simple_report(
         except Exception:
             pass
         try:
-            from ..tools.audit_tools.llm_tools import get_portfolio_summary
+            from ..tools.audit_tools.integrations.llm_tools import get_portfolio_summary
             from ..tools.audit_tools.context import AuditToolContext
 
             portfolio = get_portfolio_summary(conn, AuditToolContext(property_id=property_id), {})
diff --git a/src/website_profiling/reporting/builder_sections/content_urls.py b/src/website_profiling/reporting/builder_sections/content_urls.py
index 0cbc5420..7d7f0a01 100644
--- a/src/website_profiling/reporting/builder_sections/content_urls.py
+++ b/src/website_profiling/reporting/builder_sections/content_urls.py
@@ -18,6 +18,17 @@
 )
 
 
+def _int_or_zero(value: Any) -> int:
+    """Coerce *value* to int, treating NaN / None / non-numeric as 0.
+
+    ``int(pd.to_numeric(x, errors="coerce") or 0)`` is unsafe: a NaN result is
+    truthy in Python, so ``NaN or 0`` evaluates to ``NaN`` and ``int(NaN)``
+    raises ValueError — crashing the whole report build on a single bad cell.
+    """
+    num = pd.to_numeric(value, errors="coerce")
+    return int(num) if pd.notna(num) else 0
+
+
 def build_content_url_lists(
     df: pd.DataFrame,
     success_df_urls: pd.DataFrame,
@@ -106,7 +117,7 @@ def build_content_url_lists(
             missing_alt.append({
                 "url": str(u).strip(),
                 "images_without_alt": int(alt_missing.loc[i]),
-                "images_total": int(pd.to_numeric(row.get("images_total"), errors="coerce") or 0),
+                "images_total": _int_or_zero(row.get("images_total")),
             })
 
     missing_lazy: list[dict[str, Any]] = []
@@ -122,7 +133,7 @@ def build_content_url_lists(
             missing_lazy.append({
                 "url": str(u).strip(),
                 "img_without_lazy": int(lazy_missing.loc[i]),
-                "images_total": int(pd.to_numeric(row.get("images_total"), errors="coerce") or 0),
+                "images_total": _int_or_zero(row.get("images_total")),
             })
     if "img_without_dimensions" in success_df_urls.columns:
         dim_missing = pd.to_numeric(success_df_urls["img_without_dimensions"], errors="coerce").fillna(0).astype(int)
@@ -135,7 +146,7 @@ def build_content_url_lists(
             missing_dimensions.append({
                 "url": str(u).strip(),
                 "img_without_dimensions": int(dim_missing.loc[i]),
-                "images_total": int(pd.to_numeric(row.get("images_total"), errors="coerce") or 0),
+                "images_total": _int_or_zero(row.get("images_total")),
             })
 
     title_short: list[dict[str, Any]] = []
diff --git a/src/website_profiling/reporting/compare_payload.py b/src/website_profiling/reporting/compare_payload.py
index ec54dc0b..f9ed4b1f 100644
--- a/src/website_profiling/reporting/compare_payload.py
+++ b/src/website_profiling/reporting/compare_payload.py
@@ -233,7 +233,10 @@ def build_link_metric_deltas(current: dict[str, Any], baseline: dict[str, Any])
                     "delta": delta,
                 })
     out.sort(key=lambda x: abs(x.get("delta") or 0), reverse=True)
-    return out[:_LINK_METRIC_CAP]
+    # Return the full list; callers slice and report truncation accurately
+    # (capping here hid the real total and produced a false "truncated" flag at
+    # exactly the cap).
+    return out
 
 
 def _redirect_key(r: dict[str, Any]) -> str:
@@ -614,8 +617,9 @@ def build_full_compare(
         truncated_sections["issue_deltas"] = True
         issue_deltas = issue_deltas[:_ISSUE_DELTA_CAP]
     link_metrics = build_link_metric_deltas(current, baseline)
-    if len(link_metrics) >= _LINK_METRIC_CAP:
+    if len(link_metrics) > _LINK_METRIC_CAP:
         truncated_sections["link_metric_deltas"] = True
+        link_metrics = link_metrics[:_LINK_METRIC_CAP]
     google = build_google_metrics(current, baseline)
     return {
         "current_report_id": current_report_id,
diff --git a/src/website_profiling/reporting/optional_audits.py b/src/website_profiling/reporting/optional_audits.py
index f95c79f4..6c10a948 100644
--- a/src/website_profiling/reporting/optional_audits.py
+++ b/src/website_profiling/reporting/optional_audits.py
@@ -118,6 +118,10 @@ def spell_check_issues(df: pd.DataFrame, *, max_pages: int = 50) -> tuple[list[d
         if not words:
             continue
         unknown = spell.unknown(words[:120])
+        # Count every page actually spell-checked, not only flagged ones, so
+        # max_pages bounds the expensive spell.unknown() work (the cap previously
+        # incremented only when an issue was appended).
+        checked += 1
         if len(unknown) >= 3:
             url = str(row.get("url") or "")
             sample = ", ".join(sorted(unknown)[:5])
@@ -127,7 +131,6 @@ def spell_check_issues(df: pd.DataFrame, *, max_pages: int = 50) -> tuple[list[d
                 priority="Low",
                 recommendation="Review title, H1, and visible copy for typos.",
             ))
-            checked += 1
     return issues[:20], None
 
 
@@ -149,6 +152,9 @@ def html_validation_issues(df: pd.DataFrame, *, max_pages: int = 30) -> tuple[li
         if len(html) < 100:
             continue
         url = str(row.get("url") or "")
+        # Count every page actually parsed, not only flagged ones, so max_pages
+        # bounds the expensive HTML parse/scan (was incremented only on warnings).
+        checked += 1
         warnings: list[str] = []
         if use_parser:
             try:
@@ -172,7 +178,6 @@ def html_validation_issues(df: pd.DataFrame, *, max_pages: int = 30) -> tuple[li
                 priority="Low",
                 recommendation="Fix markup validation issues that may affect parsing or accessibility.",
             ))
-            checked += 1
     return issues, use_parser
 
 
@@ -235,6 +240,11 @@ def wayback_issues(df: pd.DataFrame, *, max_lookups: int = 15) -> list[dict]:
                 ))
                 looked += 1
             continue
+        # Every uncached 404 here triggers a Wayback network request; count it
+        # against max_lookups whether or not a snapshot is found (and even if the
+        # request fails). Previously only snapshots-found counted, so a site full
+        # of snapshot-less 404s issued one request per 404 with no effective cap.
+        looked += 1
         try:
             resp = requests.get(
                 "https://archive.org/wayback/available",
@@ -254,7 +264,6 @@ def wayback_issues(df: pd.DataFrame, *, max_lookups: int = 15) -> list[dict]:
                     priority="Low",
                     recommendation="Review whether redirect or content restoration is appropriate.",
                 ))
-                looked += 1
         except Exception:
             with _WAYBACK_LOCK:
                 _WAYBACK_CACHE[cache_key] = False
diff --git a/src/website_profiling/reporting/pdf/normalize.py b/src/website_profiling/reporting/pdf/normalize.py
index 94cc4c7c..b2d7547c 100644
--- a/src/website_profiling/reporting/pdf/normalize.py
+++ b/src/website_profiling/reporting/pdf/normalize.py
@@ -212,8 +212,12 @@ def normalize_issue_for_pdf(
         str(row.get("recommendation") or "").strip() if include_recommendation else None
     )
 
-    # Detect Lighthouse rows (audit-id only, no human label)
-    is_lh, audit_id = _is_lighthouse_row(raw_message, [])
+    # Detect Lighthouse rows (audit-id only, no human label). Pass the row's own
+    # tags so tag-based detection actually works (was hardcoded to [], making the
+    # `"lighthouse" in tags` branch dead).
+    is_lh, audit_id = _is_lighthouse_row(
+        raw_message, [str(t).lower() for t in (row.get("tags") or [])]
+    )
     if is_lh and audit_id:
         headline = _lh_label(audit_id)
     else:
diff --git a/src/website_profiling/reporting/pdf/render/reportlab.py b/src/website_profiling/reporting/pdf/render/reportlab.py
index e20ae699..1ae98bb2 100644
--- a/src/website_profiling/reporting/pdf/render/reportlab.py
+++ b/src/website_profiling/reporting/pdf/render/reportlab.py
@@ -253,7 +253,10 @@ def _render_stat_grid(block: StatGridBlock, st: dict) -> list:
     from reportlab.platypus import Spacer, Table
     if not block.chips:
         return []
-    n = block.columns
+    # Never build more table cells than declared column widths: if a block has
+    # more chips than columns, widen the grid to fit them (ReportLab errors at
+    # build time on a cell/colWidths mismatch). Unchanged when chips <= columns.
+    n = max(block.columns, len(block.chips))
     col_w = _col_w_in(n)
     row: list = []
     for chip in block.chips:
diff --git a/src/website_profiling/tools/audit_tools/backlinks/__init__.py b/src/website_profiling/tools/audit_tools/backlinks/__init__.py
new file mode 100644
index 00000000..369be20f
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/backlinks/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — backlinks domain."""
diff --git a/src/website_profiling/tools/audit_tools/backlink_lists.py b/src/website_profiling/tools/audit_tools/backlinks/backlink_lists.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/backlink_lists.py
rename to src/website_profiling/tools/audit_tools/backlinks/backlink_lists.py
index c7662b9f..858f7033 100644
--- a/src/website_profiling/tools/audit_tools/backlink_lists.py
+++ b/src/website_profiling/tools/audit_tools/backlinks/backlink_lists.py
@@ -7,9 +7,9 @@
 
 from psycopg import Connection
 
-from ...common import strip_www_prefix
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from ....common import strip_www_prefix
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 
 def _load_links(scoped: AuditToolContext, conn: Connection) -> dict[str, Any] | None:
diff --git a/src/website_profiling/tools/audit_tools/backlinks.py b/src/website_profiling/tools/audit_tools/backlinks/backlinks.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/backlinks.py
rename to src/website_profiling/tools/audit_tools/backlinks/backlinks.py
index b63ac491..b322c275 100644
--- a/src/website_profiling/tools/audit_tools/backlinks.py
+++ b/src/website_profiling/tools/audit_tools/backlinks/backlinks.py
@@ -5,9 +5,9 @@
 
 from psycopg import Connection
 
-from ...integrations.google.gsc_links_store import read_gsc_links_status
-from ._slice import cap_list, parse_limit, payload_dict_slice
-from .context import AuditToolContext
+from ....integrations.google.gsc_links_store import read_gsc_links_status
+from .._slice import cap_list, parse_limit, payload_dict_slice
+from ..context import AuditToolContext
 
 
 def get_gsc_links_summary(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/audit_tools/compare/__init__.py b/src/website_profiling/tools/audit_tools/compare/__init__.py
new file mode 100644
index 00000000..6bb6ba93
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/compare/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — compare domain."""
diff --git a/src/website_profiling/tools/audit_tools/compare.py b/src/website_profiling/tools/audit_tools/compare/compare.py
similarity index 89%
rename from src/website_profiling/tools/audit_tools/compare.py
rename to src/website_profiling/tools/audit_tools/compare/compare.py
index 7453fb82..9d3090fc 100644
--- a/src/website_profiling/tools/audit_tools/compare.py
+++ b/src/website_profiling/tools/audit_tools/compare/compare.py
@@ -5,9 +5,9 @@
 
 from psycopg import Connection
 
-from ...db.report_store import read_report_payload
-from ...reporting.compare_payload import build_full_compare
-from .context import AuditToolContext
+from ....db.report_store import read_report_payload
+from ....reporting.compare_payload import build_full_compare
+from ..context import AuditToolContext
 
 
 def compare_reports(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/audit_tools/compare_helpers.py b/src/website_profiling/tools/audit_tools/compare/compare_helpers.py
similarity index 94%
rename from src/website_profiling/tools/audit_tools/compare_helpers.py
rename to src/website_profiling/tools/audit_tools/compare/compare_helpers.py
index 4005fa6e..8db078b7 100644
--- a/src/website_profiling/tools/audit_tools/compare_helpers.py
+++ b/src/website_profiling/tools/audit_tools/compare/compare_helpers.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ...db.report_store import read_report_payload
-from .context import AuditToolContext
+from ....db.report_store import read_report_payload
+from ..context import AuditToolContext
 
 
 def _row_id(row: Any) -> Any:
diff --git a/src/website_profiling/tools/audit_tools/compare_list_tools.py b/src/website_profiling/tools/audit_tools/compare/compare_list_tools.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/compare_list_tools.py
rename to src/website_profiling/tools/audit_tools/compare/compare_list_tools.py
index b95492f6..62f7c1fb 100644
--- a/src/website_profiling/tools/audit_tools/compare_list_tools.py
+++ b/src/website_profiling/tools/audit_tools/compare/compare_list_tools.py
@@ -5,15 +5,15 @@
 
 from psycopg import Connection
 
-from ...reporting.compare_payload import (
+from ....reporting.compare_payload import (
     build_issue_deltas,
     build_lighthouse_url_deltas,
     build_url_set_diff,
 )
-from ._slice import cap_list, parse_limit
+from .._slice import cap_list, parse_limit
 from .compare_helpers import load_compare_pair
-from .context import AuditToolContext
-from .google_lists import _gsc_rows, _index_gsc_rows, _num
+from ..context import AuditToolContext
+from ..google.google_lists import _gsc_rows, _index_gsc_rows, _num
 
 
 def _compare_meta(current_rid: int | None, baseline_rid: int | None, current: dict, baseline: dict) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/audit_tools/compare_slices.py b/src/website_profiling/tools/audit_tools/compare/compare_slices.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/compare_slices.py
rename to src/website_profiling/tools/audit_tools/compare/compare_slices.py
index 576ee951..1bfd5408 100644
--- a/src/website_profiling/tools/audit_tools/compare_slices.py
+++ b/src/website_profiling/tools/audit_tools/compare/compare_slices.py
@@ -6,7 +6,7 @@
 
 from psycopg import Connection
 
-from ...reporting.compare_payload import (
+from ....reporting.compare_payload import (
     build_category_scores,
     build_content_metrics,
     build_duplicate_deltas,
@@ -24,9 +24,9 @@
     build_url_set_diff,
     _score_from_categories,
 )
-from ._slice import cap_list, parse_limit
+from .._slice import cap_list, parse_limit
 from .compare_helpers import load_compare_pair
-from .context import AuditToolContext
+from ..context import AuditToolContext
 
 
 def _compare_meta(current_rid: int | None, baseline_rid: int | None, current: dict, baseline: dict) -> dict[str, Any]:
@@ -264,7 +264,7 @@ def compare_geo_score_deltas(conn: Connection, ctx: AuditToolContext, args: dict
         return err
     assert current is not None and baseline is not None
 
-    from .geo_tools import (
+    from ..geo.geo_tools import (
         _fetch_llms_txt,
         _fetch_ai_discovery,
         _score_meta_signals,
diff --git a/src/website_profiling/tools/audit_tools/content/__init__.py b/src/website_profiling/tools/audit_tools/content/__init__.py
new file mode 100644
index 00000000..a66693cb
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/content/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — content domain."""
diff --git a/src/website_profiling/tools/audit_tools/content.py b/src/website_profiling/tools/audit_tools/content/content.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/content.py
rename to src/website_profiling/tools/audit_tools/content/content.py
index a69c5ca9..375d2645 100644
--- a/src/website_profiling/tools/audit_tools/content.py
+++ b/src/website_profiling/tools/audit_tools/content/content.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ._slice import cap_list, parse_limit, payload_dict_slice, payload_field
-from .context import AuditToolContext
+from .._slice import cap_list, parse_limit, payload_dict_slice, payload_field
+from ..context import AuditToolContext
 
 
 def get_content_analytics(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/audit_tools/content_lists.py b/src/website_profiling/tools/audit_tools/content/content_lists.py
similarity index 95%
rename from src/website_profiling/tools/audit_tools/content_lists.py
rename to src/website_profiling/tools/audit_tools/content/content_lists.py
index 3fdf7ff0..7c418ad7 100644
--- a/src/website_profiling/tools/audit_tools/content_lists.py
+++ b/src/website_profiling/tools/audit_tools/content/content_lists.py
@@ -6,8 +6,8 @@
 
 from psycopg import Connection
 
-from ._slice import _parse_page_analysis, _row_schema_types_list, cap_list, parse_limit, payload_dict_slice
-from .context import AuditToolContext
+from .._slice import _parse_page_analysis, _row_schema_types_list, cap_list, parse_limit, payload_dict_slice
+from ..context import AuditToolContext
 
 _ARTICLE_TYPES = frozenset({"article", "newsarticle", "blogposting", "scholarlyarticle"})
 _ARTICLE_URL_HINTS = ("/blog/", "/news/", "/article/", "/post/", "/posts/")
@@ -116,8 +116,12 @@ def list_pages_containing_keyword(conn: Connection, ctx: AuditToolContext, args:
 def list_pages_by_word_count_band(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
     scoped = ctx.with_args(args)
     try:
-        min_wc = int(args.get("min_word_count") or 0)
-        max_wc = int(args.get("max_word_count") or 10_000)
+        raw_min = args.get("min_word_count")
+        raw_max = args.get("max_word_count")
+        # Use None-checks, not `or`: an explicit max_word_count of 0 is falsy and
+        # would otherwise be silently replaced by the 10000 default.
+        min_wc = int(raw_min) if raw_min is not None else 0
+        max_wc = int(raw_max) if raw_max is not None else 10_000
     except (TypeError, ValueError):
         min_wc, max_wc = 0, 10_000
     df = scoped.load_crawl_df(conn)
diff --git a/src/website_profiling/tools/audit_tools/core/__init__.py b/src/website_profiling/tools/audit_tools/core/__init__.py
new file mode 100644
index 00000000..d2668bb1
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/core/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — core domain."""
diff --git a/src/website_profiling/tools/audit_tools/data_coverage.py b/src/website_profiling/tools/audit_tools/core/data_coverage.py
similarity index 96%
rename from src/website_profiling/tools/audit_tools/data_coverage.py
rename to src/website_profiling/tools/audit_tools/core/data_coverage.py
index 773663e5..4e2776cc 100644
--- a/src/website_profiling/tools/audit_tools/data_coverage.py
+++ b/src/website_profiling/tools/audit_tools/core/data_coverage.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ...db.property_store import get_property_by_id
-from .context import AuditToolContext
+from ....db.property_store import get_property_by_id
+from ..context import AuditToolContext
 
 
 def _check(name: str, populated: bool, hint: str = "") -> dict[str, Any]:
@@ -110,7 +110,7 @@ def get_data_coverage_report(conn: Connection, ctx: AuditToolContext, args: dict
         bool(payload.get("log_analysis") or payload.get("access_log_summary")),
         "Upload access logs in Integrations for log list tools.",
     ))
-    from ...integrations.google.store import read_prior_google_snapshot
+    from ....integrations.google.store import read_prior_google_snapshot
     prior_google = read_prior_google_snapshot(conn, scoped.property_id, skip=1) if scoped.property_id else None
     checks.append(_check(
         "prior_google_snapshot",
diff --git a/src/website_profiling/tools/audit_tools/payload_extras.py b/src/website_profiling/tools/audit_tools/core/payload_extras.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/payload_extras.py
rename to src/website_profiling/tools/audit_tools/core/payload_extras.py
index 0b91d641..b7e1edf4 100644
--- a/src/website_profiling/tools/audit_tools/payload_extras.py
+++ b/src/website_profiling/tools/audit_tools/core/payload_extras.py
@@ -6,8 +6,8 @@
 
 from psycopg import Connection
 
-from ._slice import _parse_page_analysis, cap_list, parse_limit, payload_dict_slice
-from .context import AuditToolContext
+from .._slice import _parse_page_analysis, cap_list, parse_limit, payload_dict_slice
+from ..context import AuditToolContext
 
 
 def get_rich_results_summary(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/audit_tools/router_tools.py b/src/website_profiling/tools/audit_tools/core/router_tools.py
similarity index 93%
rename from src/website_profiling/tools/audit_tools/router_tools.py
rename to src/website_profiling/tools/audit_tools/core/router_tools.py
index fffd6304..cad76394 100644
--- a/src/website_profiling/tools/audit_tools/router_tools.py
+++ b/src/website_profiling/tools/audit_tools/core/router_tools.py
@@ -5,13 +5,13 @@
 
 from psycopg import Connection
 
-from ._slice import parse_limit
-from .context import AuditToolContext
-from .tool_domains import classify_tool_domain
+from .._slice import parse_limit
+from ..context import AuditToolContext
+from ..tool_domains import classify_tool_domain
 
 
 def search_audit_tools(_conn: Connection, _ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
-    from .registry import search_tools
+    from ..registry import search_tools
 
     query = str(args.get("query") or args.get("q") or "").strip()
     limit = parse_limit(args.get("limit"), 10, 50)
@@ -27,7 +27,7 @@ def search_audit_tools(_conn: Connection, _ctx: AuditToolContext, args: dict[str
 
 
 def list_tool_domains(_conn: Connection, _ctx: AuditToolContext, _args: dict[str, Any]) -> dict[str, Any]:
-    from .registry import list_domains_catalog, tools_catalog_by_domain
+    from ..registry import list_domains_catalog, tools_catalog_by_domain
 
     catalog = list_domains_catalog()
     by_domain = tools_catalog_by_domain()
@@ -39,7 +39,7 @@ def list_tool_domains(_conn: Connection, _ctx: AuditToolContext, _args: dict[str
 
 def _dispatch(name: str, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
     """Dispatch one workflow step on its own pooled connection (safe to run in parallel)."""
-    from .registry import dispatch_tool
+    from ..registry import dispatch_tool
 
     try:
         return dispatch_tool(name, args, context=ctx)
@@ -57,7 +57,7 @@ def _run_steps(
     are not safe to share across threads), so independent read-only steps run in
     parallel like Claude Code's parallel tool calls.
     """
-    from ...concurrency import map_parallel, tool_concurrency
+    from ....concurrency import map_parallel, tool_concurrency
 
     return map_parallel(
         plan,
@@ -116,7 +116,7 @@ def run_keyword_workflow(_conn: Connection, ctx: AuditToolContext, args: dict[st
 
 def run_domain_agent(_conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
     """Run a short scripted sequence of tools within one domain (subagent-style), in parallel."""
-    from .registry import search_tools, tool_names_for_domain, tool_meta
+    from ..registry import search_tools, tool_names_for_domain, tool_meta
 
     scoped = ctx.with_args(args)
     task = str(args.get("task") or "").strip()
diff --git a/src/website_profiling/tools/audit_tools/sql_query.py b/src/website_profiling/tools/audit_tools/core/sql_query.py
similarity index 93%
rename from src/website_profiling/tools/audit_tools/sql_query.py
rename to src/website_profiling/tools/audit_tools/core/sql_query.py
index 4dcc3382..6ee26daf 100644
--- a/src/website_profiling/tools/audit_tools/sql_query.py
+++ b/src/website_profiling/tools/audit_tools/core/sql_query.py
@@ -26,9 +26,9 @@
 import sqlglot.expressions as exp
 from psycopg import Connection
 
-from ...db._common import _sanitize_for_json
-from ...db.pool import readonly_session
-from .context import AuditToolContext
+from ....db._common import _sanitize_for_json
+from ....db.pool import readonly_session
+from ..context import AuditToolContext
 
 logger = logging.getLogger(__name__)
 
@@ -287,6 +287,7 @@ def _check_table_refs(ast: exp.Expression) -> None:
         # node.db holds the schema qualifier (e.g. "information_schema" for
         # information_schema.tables); node.catalog holds the catalog prefix.
         schema_name = str(node.db or "").lower().strip('"').strip("'")
+        catalog_name = str(node.catalog or "").lower().strip('"').strip("'")
 
         # Block system-catalog schemas — they leak metadata about denied tables.
         if schema_name in _BLOCKED_SCHEMAS:
@@ -295,6 +296,19 @@ def _check_table_refs(ast: exp.Expression) -> None:
                 "Use the get_sql_schema tool to discover available tables."
             )
 
+        # Reject every other schema/catalog qualifier. Tenant-scoping CTEs are
+        # injected under the *unqualified* table name, and a Postgres CTE does
+        # NOT shadow a schema-qualified reference — so `public.google_data`
+        # resolves to the real base table and would bypass scope binding,
+        # leaking every tenant's rows. All allowlisted tables live in the
+        # default schema and must be referenced unqualified.
+        if schema_name or catalog_name:
+            qualified = ".".join(p for p in (catalog_name, schema_name, table_name) if p)
+            raise ReadOnlyViolation(
+                f"Schema-qualified table reference '{qualified}' is not permitted; "
+                "reference tables by their unqualified name."
+            )
+
         if not table_name:
             continue
 
@@ -491,14 +505,24 @@ def _inject_scope_ctes(sql: str, stmt: exp.Expression, property_id: int) -> str:
 
     # Merge with any existing WITH clause (regex-based, because sqlglot parses
     # WITH ... SELECT as exp.Select with a nested exp.With, not exp.With itself).
-    if re.match(r"\s*WITH\s", sql, re.IGNORECASE):
+    stripped = sql.strip()
+    if re.match(r"(?i)^WITH\s+RECURSIVE\b", stripped):
+        # A WITH RECURSIVE query cannot simply absorb our non-recursive scope
+        # CTEs: they self-shadow their base tables (e.g.
+        # `crawl_runs AS (SELECT * FROM crawl_runs ...)`), which Postgres would
+        # mis-read as a malformed recursive term and reject. Wrap the whole
+        # query in a subquery instead — the outer scope CTEs remain visible
+        # inside it, so the user's table references still resolve to the scoped
+        # CTEs while the recursive CTE keeps its required `WITH RECURSIVE` form.
+        return f"WITH {cte_block}\nSELECT * FROM (\n{stripped}\n) _scoped"
+    if re.match(r"(?i)^WITH\s", stripped):
         return re.sub(
             r"(?i)^\s*WITH\s+",
             f"WITH {cte_block},\n",
-            sql.strip(),
+            stripped,
             count=1,
         )
-    return f"WITH {cte_block}\n{sql.strip()}"
+    return f"WITH {cte_block}\n{stripped}"
 
 
 # ---------------------------------------------------------------------------
diff --git a/src/website_profiling/tools/audit_tools/crawl/__init__.py b/src/website_profiling/tools/audit_tools/crawl/__init__.py
new file mode 100644
index 00000000..62e5e068
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/crawl/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — crawl domain."""
diff --git a/src/website_profiling/tools/audit_tools/crawl.py b/src/website_profiling/tools/audit_tools/crawl/crawl.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/crawl.py
rename to src/website_profiling/tools/audit_tools/crawl/crawl.py
index 1bfc536f..ee518b26 100644
--- a/src/website_profiling/tools/audit_tools/crawl.py
+++ b/src/website_profiling/tools/audit_tools/crawl/crawl.py
@@ -5,9 +5,9 @@
 
 from psycopg import Connection
 
-from ...integrations.google.page_lookup import slice_from_google_row
-from ._slice import _parse_page_analysis, cap_list, parse_limit, payload_dict_slice
-from .context import AuditToolContext
+from ....integrations.google.page_lookup import slice_from_google_row
+from .._slice import _parse_page_analysis, cap_list, parse_limit, payload_dict_slice
+from ..context import AuditToolContext
 
 _PAGE_LIMIT_MAX = 30
 
@@ -100,7 +100,7 @@ def get_internal_links(conn: Connection, ctx: AuditToolContext, args: dict[str,
     if not url:
         return {"error": "url is required"}
 
-    from ...db.crawl_store import read_edges
+    from ....db.crawl_store import read_edges
 
     payload = scoped.load_payload(conn)
     run_id = payload.get("crawl_run_id")
diff --git a/src/website_profiling/tools/audit_tools/crawl_actions.py b/src/website_profiling/tools/audit_tools/crawl/crawl_actions.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/crawl_actions.py
rename to src/website_profiling/tools/audit_tools/crawl/crawl_actions.py
index 5d977ce9..9379148e 100644
--- a/src/website_profiling/tools/audit_tools/crawl_actions.py
+++ b/src/website_profiling/tools/audit_tools/crawl/crawl_actions.py
@@ -6,19 +6,19 @@
 
 from psycopg import Connection
 
-from ...crawl_presets import (
+from ....crawl_presets import (
     CRAWL_PRESET_PATCHES,
     DEFAULT_CRAWL_PRESET_ID,
     apply_crawl_preset,
 )
-from ...db.config_store import read_pipeline_config
-from ...db.property_store import (
+from ....db.config_store import read_pipeline_config
+from ....db.property_store import (
     canonical_domain_from_start_url,
     derive_property_name,
     get_property_by_id,
 )
-from ...llm_config import load_llm_config_from_db
-from .context import AuditToolContext
+from ....llm_config import load_llm_config_from_db
+from ..context import AuditToolContext
 
 CHAT_CRAWL_TOOL = "prepare_audit_run"
 
diff --git a/src/website_profiling/tools/audit_tools/crawl_lists.py b/src/website_profiling/tools/audit_tools/crawl/crawl_lists.py
similarity index 99%
rename from src/website_profiling/tools/audit_tools/crawl_lists.py
rename to src/website_profiling/tools/audit_tools/crawl/crawl_lists.py
index d14c2a0f..48145f17 100644
--- a/src/website_profiling/tools/audit_tools/crawl_lists.py
+++ b/src/website_profiling/tools/audit_tools/crawl/crawl_lists.py
@@ -6,9 +6,9 @@
 import pandas as pd
 from psycopg import Connection
 
-from ...reporting.categories import REDIRECT_CHAIN_LONG
-from ._slice import _parse_page_analysis, cap_list, parse_limit
-from .context import AuditToolContext
+from ....reporting.categories import REDIRECT_CHAIN_LONG
+from .._slice import _parse_page_analysis, cap_list, parse_limit
+from ..context import AuditToolContext
 
 _REDIRECT_CHAIN_MIN = REDIRECT_CHAIN_LONG
 
diff --git a/src/website_profiling/tools/audit_tools/crawl_metrics.py b/src/website_profiling/tools/audit_tools/crawl/crawl_metrics.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/crawl_metrics.py
rename to src/website_profiling/tools/audit_tools/crawl/crawl_metrics.py
index 50ee55db..beae8d1e 100644
--- a/src/website_profiling/tools/audit_tools/crawl_metrics.py
+++ b/src/website_profiling/tools/audit_tools/crawl/crawl_metrics.py
@@ -5,7 +5,7 @@
 
 from psycopg import Connection
 
-from .context import AuditToolContext
+from ..context import AuditToolContext
 
 
 def _percentile(values: list[float], pct: float) -> float | None:
diff --git a/src/website_profiling/tools/audit_tools/export/__init__.py b/src/website_profiling/tools/audit_tools/export/__init__.py
new file mode 100644
index 00000000..466faf4c
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/export/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — export domain."""
diff --git a/src/website_profiling/tools/audit_tools/export_extras.py b/src/website_profiling/tools/audit_tools/export/export_extras.py
similarity index 84%
rename from src/website_profiling/tools/audit_tools/export_extras.py
rename to src/website_profiling/tools/audit_tools/export/export_extras.py
index 093350f5..1217cebc 100644
--- a/src/website_profiling/tools/audit_tools/export_extras.py
+++ b/src/website_profiling/tools/audit_tools/export/export_extras.py
@@ -5,10 +5,10 @@
 
 from psycopg import Connection
 
-from ...integrations.google.rich_results import validate_urls
-from ...tools.export_sitemap import build_sitemap_xml
-from ..export_artifacts import save_artifact
-from .context import AuditToolContext
+from ....integrations.google.rich_results import validate_urls
+from ....tools.export_sitemap import build_sitemap_xml
+from ...export_artifacts import save_artifact
+from ..context import AuditToolContext
 
 
 def export_sitemap_xml(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
@@ -36,7 +36,7 @@ def validate_rich_results(conn: Connection, ctx: AuditToolContext, args: dict[st
     site_url = str(args.get("site_url") or args.get("gsc_site_url") or "").strip() or None
     if ctx.property_id:
         try:
-            from ...integrations.google.auth import build_credentials
+            from ....integrations.google.auth import build_credentials
 
             creds = build_credentials(ctx.property_id)
         except Exception:
diff --git a/src/website_profiling/tools/audit_tools/export_tools.py b/src/website_profiling/tools/audit_tools/export/export_tools.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/export_tools.py
rename to src/website_profiling/tools/audit_tools/export/export_tools.py
index 5c2ec4fb..fa8d77ec 100644
--- a/src/website_profiling/tools/audit_tools/export_tools.py
+++ b/src/website_profiling/tools/audit_tools/export/export_tools.py
@@ -5,21 +5,21 @@
 
 from psycopg import Connection
 
-from ..export_artifacts import (
+from ...export_artifacts import (
     dicts_to_csv,
     rows_from_tool_result,
     save_artifact,
 )
-from ..export_compare import export_compare_issues_csv
-from ..export_audit import (
+from ...export_compare import export_compare_issues_csv
+from ...export_audit import (
     export_audit_csv,
     export_audit_html,
     export_audit_json,
     export_audit_pdf,
 )
-from ._slice import parse_limit
-from .compare_helpers import load_compare_pair
-from .context import AuditToolContext
+from .._slice import parse_limit
+from ..compare.compare_helpers import load_compare_pair
+from ..context import AuditToolContext
 
 _EXPORT_FORMATS = {"pdf", "html", "csv", "json"}
 _MIME = {
@@ -194,7 +194,7 @@
 
 
 def _dispatch(name: str, args: dict[str, Any], ctx: AuditToolContext, conn: Connection) -> dict[str, Any]:
-    from .registry import dispatch_tool
+    from ..registry import dispatch_tool
     return dispatch_tool(name, args, context=ctx, conn=conn)
 
 
diff --git a/src/website_profiling/tools/audit_tools/geo/__init__.py b/src/website_profiling/tools/audit_tools/geo/__init__.py
new file mode 100644
index 00000000..0f2458f6
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/geo/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — geo domain."""
diff --git a/src/website_profiling/tools/audit_tools/agent_readiness.py b/src/website_profiling/tools/audit_tools/geo/agent_readiness.py
similarity index 99%
rename from src/website_profiling/tools/audit_tools/agent_readiness.py
rename to src/website_profiling/tools/audit_tools/geo/agent_readiness.py
index 544244dc..c2094510 100644
--- a/src/website_profiling/tools/audit_tools/agent_readiness.py
+++ b/src/website_profiling/tools/audit_tools/geo/agent_readiness.py
@@ -20,7 +20,7 @@
 import requests
 from psycopg import Connection
 
-from ._aeo_helpers import (
+from .._aeo_helpers import (
     count_tokens,
     detect_copy_for_ai,
     is_doc_like_url,
@@ -28,8 +28,8 @@
     score_content_structure_aeo,
     strip_html_to_text,
 )
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 from .geo_tools import _base_url, _fetch_llms_txt, _score_meta_signals, _score_robots_ai_access
 
 _DEFAULT_MAX_TOKENS = 25_000
diff --git a/src/website_profiling/tools/audit_tools/geo_citability.py b/src/website_profiling/tools/audit_tools/geo/geo_citability.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/geo_citability.py
rename to src/website_profiling/tools/audit_tools/geo/geo_citability.py
index 5e481b0e..57159b78 100644
--- a/src/website_profiling/tools/audit_tools/geo_citability.py
+++ b/src/website_profiling/tools/audit_tools/geo/geo_citability.py
@@ -23,9 +23,9 @@
 
 from psycopg import Connection
 
-from ._slice import _row_schema_types_list
-from .context import AuditToolContext
-from ...content_analysis.reading_level import flesch_kincaid_grade
+from .._slice import _row_schema_types_list
+from ..context import AuditToolContext
+from ....content_analysis.reading_level import flesch_kincaid_grade
 
 
 _STAT_PATTERN = re.compile(r"\b\d[\d,]*\.?\d*\s*(?:%|percent|million|billion|thousand|k\b)", re.I)
diff --git a/src/website_profiling/tools/audit_tools/geo_detectors.py b/src/website_profiling/tools/audit_tools/geo/geo_detectors.py
similarity index 99%
rename from src/website_profiling/tools/audit_tools/geo_detectors.py
rename to src/website_profiling/tools/audit_tools/geo/geo_detectors.py
index 83002f90..9008860c 100644
--- a/src/website_profiling/tools/audit_tools/geo_detectors.py
+++ b/src/website_profiling/tools/audit_tools/geo/geo_detectors.py
@@ -11,8 +11,8 @@
 
 from psycopg import Connection
 
-from ._slice import _row_schema_types_list, cap_list, parse_limit
-from .context import AuditToolContext
+from .._slice import _row_schema_types_list, cap_list, parse_limit
+from ..context import AuditToolContext
 
 # ---------------------------------------------------------------------------
 # Negative signals detection
diff --git a/src/website_profiling/tools/audit_tools/geo_list_tools.py b/src/website_profiling/tools/audit_tools/geo/geo_list_tools.py
similarity index 99%
rename from src/website_profiling/tools/audit_tools/geo_list_tools.py
rename to src/website_profiling/tools/audit_tools/geo/geo_list_tools.py
index d1b8a47c..1f9e021a 100644
--- a/src/website_profiling/tools/audit_tools/geo_list_tools.py
+++ b/src/website_profiling/tools/audit_tools/geo/geo_list_tools.py
@@ -8,8 +8,8 @@
 import requests
 from psycopg import Connection
 
-from ._slice import _row_schema_types_list, cap_list, parse_limit
-from .context import AuditToolContext
+from .._slice import _row_schema_types_list, cap_list, parse_limit
+from ..context import AuditToolContext
 from .geo_tools import _base_url, _fetch_llms_txt, _has_faq_schema, _score_robots_ai_access
 
 _HOWTO_TYPES = frozenset({"howto", "how-to"})
diff --git a/src/website_profiling/tools/audit_tools/geo_tools.py b/src/website_profiling/tools/audit_tools/geo/geo_tools.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/geo_tools.py
rename to src/website_profiling/tools/audit_tools/geo/geo_tools.py
index ade76f42..b4f442aa 100644
--- a/src/website_profiling/tools/audit_tools/geo_tools.py
+++ b/src/website_profiling/tools/audit_tools/geo/geo_tools.py
@@ -24,8 +24,8 @@
 import requests
 from psycopg import Connection
 
-from ._slice import _row_schema_types_list, cap_list, parse_limit
-from .context import AuditToolContext
+from .._slice import _row_schema_types_list, cap_list, parse_limit
+from ..context import AuditToolContext
 
 _FAQ_TYPES = frozenset({"faqpage", "qapage", "question"})
 _QA_URL_HINTS = ("/faq", "/faqs", "/help", "/support", "/questions")
@@ -418,22 +418,29 @@ def get_geo_readiness_score(conn: Connection, ctx: AuditToolContext, args: dict[
     with ThreadPoolExecutor(max_workers=5) as pool:
         futs = {pool.submit(fn, domain): key for key, fn in http_tasks.items()}
         for fut in as_completed(futs):
-            http_results[futs[fut]] = fut.result()
-
-    llms = http_results["llms"]
+            key = futs[fut]
+            try:
+                http_results[key] = fut.result()
+            except Exception:
+                # A failing/raising live-HTTP task must degrade to a 0 sub-score,
+                # not crash the whole composite score (mirrors
+                # get_agent_readiness_score).
+                http_results[key] = {}
+
+    llms = http_results.get("llms", {})
     llms_depth = llms.get("depth", {}) if llms.get("found") else {}
     llms_raw = llms_depth.get("depth_score", 0) if llms.get("found") else 0
 
-    robots_result = http_results["robots"]
+    robots_result = http_results.get("robots", {})
     robots_raw = robots_result.get("robots_score", 0)
 
-    meta_result = http_results["meta"]
+    meta_result = http_results.get("meta", {})
     meta_raw = meta_result.get("meta_score", 0)
 
-    freshness_result = http_results["freshness"]
+    freshness_result = http_results.get("freshness", {})
     freshness_raw = freshness_result.get("freshness_score", 0)
 
-    discovery_result = http_results["discovery"]
+    discovery_result = http_results.get("discovery", {})
     discovery_raw = discovery_result.get("discovery_score", 0)
 
     total_score = round(
diff --git a/src/website_profiling/tools/audit_tools/google/__init__.py b/src/website_profiling/tools/audit_tools/google/__init__.py
new file mode 100644
index 00000000..fe859fe6
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/google/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — google domain."""
diff --git a/src/website_profiling/tools/audit_tools/google.py b/src/website_profiling/tools/audit_tools/google/google.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/google.py
rename to src/website_profiling/tools/audit_tools/google/google.py
index 5043131b..74df39f9 100644
--- a/src/website_profiling/tools/audit_tools/google.py
+++ b/src/website_profiling/tools/audit_tools/google/google.py
@@ -5,9 +5,9 @@
 
 from psycopg import Connection
 
-from ...integrations.google.page_lookup import slice_from_google_row
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from ....integrations.google.page_lookup import slice_from_google_row
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 
 def get_google_summary(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
@@ -113,7 +113,7 @@ def get_ga4_page_metrics(conn: Connection, ctx: AuditToolContext, args: dict[str
     ga4 = data.get("ga4") if isinstance(data.get("ga4"), dict) else {}
     if not ga4:
         return {"error": "no GA4 data", "missing": True}
-    from ...integrations.google.normalize import url_to_path
+    from ....integrations.google.normalize import url_to_path
 
     def _ga4_path_key(raw: str) -> str:
         text = str(raw or "").strip()
@@ -139,7 +139,7 @@ def _ga4_path_key(raw: str) -> str:
 
 def get_gsc_ctr_opportunity_pages(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
     """Pages with high impressions but CTR below industry curve at their position."""
-    from ...integrations.google.keyword_enrich import ctr_as_fraction, industry_ctr
+    from ....integrations.google.keyword_enrich import ctr_as_fraction, industry_ctr
 
     scoped = ctx.with_args(args)
     data = scoped.load_google(conn)
diff --git a/src/website_profiling/tools/audit_tools/google_lists.py b/src/website_profiling/tools/audit_tools/google/google_lists.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/google_lists.py
rename to src/website_profiling/tools/audit_tools/google/google_lists.py
index fac019aa..3f9a4944 100644
--- a/src/website_profiling/tools/audit_tools/google_lists.py
+++ b/src/website_profiling/tools/audit_tools/google/google_lists.py
@@ -5,11 +5,11 @@
 
 from psycopg import Connection
 
-from ...integrations.google.keyword_enrich import ctr_as_fraction, industry_ctr
-from ...integrations.google.normalize import normalize_url, url_to_path
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
-from .insight_helpers import blend_landing_pages, provenance_block, traffic_health_ratio, _num
+from ....integrations.google.keyword_enrich import ctr_as_fraction, industry_ctr
+from ....integrations.google.normalize import normalize_url, url_to_path
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
+from ..insight.insight_helpers import blend_landing_pages, provenance_block, traffic_health_ratio, _num
 
 
 def _gsc_ga4_blobs(raw: dict[str, Any]) -> tuple[dict[str, Any], dict[str, Any]]:
@@ -24,7 +24,7 @@ def _load_google_pair(ctx: AuditToolContext, conn: Connection) -> tuple[dict[str
     if prior is not None or ctx.property_id is None:
         return current, prior
     try:
-        from ...integrations.google.store import read_prior_google_snapshot
+        from ....integrations.google.store import read_prior_google_snapshot
 
         prior = read_prior_google_snapshot(conn, ctx.property_id, skip=1)
     except Exception:
@@ -41,7 +41,7 @@ def _load_google_pair(ctx: AuditToolContext, conn: Connection) -> tuple[dict[str
             )
             rows = cur.fetchall() or []
             if len(rows) >= 2:
-                from ...db.storage import _parse_row_json
+                from ....db.storage import _parse_row_json
 
                 prior_data = _parse_row_json(rows[1])
                 prior = prior_data if isinstance(prior_data, dict) else None
diff --git a/src/website_profiling/tools/audit_tools/images/__init__.py b/src/website_profiling/tools/audit_tools/images/__init__.py
new file mode 100644
index 00000000..c6b372ff
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/images/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — images domain."""
diff --git a/src/website_profiling/tools/audit_tools/image_tools.py b/src/website_profiling/tools/audit_tools/images/image_tools.py
similarity index 94%
rename from src/website_profiling/tools/audit_tools/image_tools.py
rename to src/website_profiling/tools/audit_tools/images/image_tools.py
index c1aea621..51391f89 100644
--- a/src/website_profiling/tools/audit_tools/image_tools.py
+++ b/src/website_profiling/tools/audit_tools/images/image_tools.py
@@ -6,9 +6,9 @@
 import pandas as pd
 from psycopg import Connection
 
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
-from .crawl_lists import _content_urls_list, _filter_crawl_pages
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
+from ..crawl.crawl_lists import _content_urls_list, _filter_crawl_pages
 
 IMAGE_LIGHTHOUSE_AUDIT_IDS = frozenset({
     "uses-optimized-images",
@@ -77,9 +77,11 @@ def get_image_audit_summary(conn: Connection, ctx: AuditToolContext, args: dict[
     if not payload:
         return {"error": "no report found"}
     df = scoped.load_crawl_df(conn)
-    pages_missing_alt = 0
-    pages_missing_lazy = 0
-    pages_missing_dims = 0
+    # None = "not computed from the crawl DataFrame" (so we fall back to
+    # content_urls); a real 0 must survive instead of being treated as falsy.
+    pages_missing_alt: int | None = None
+    pages_missing_lazy: int | None = None
+    pages_missing_dims: int | None = None
     images_total = 0
     if df is not None and not df.empty and "status" in df.columns:
         work = df[df["status"].astype(str).str.match(r"2\d{2}", na=False)]
@@ -100,9 +102,9 @@ def get_image_audit_summary(conn: Connection, ctx: AuditToolContext, args: dict[
     content_urls = payload.get("content_urls") if isinstance(payload.get("content_urls"), dict) else {}
     og_missing = social.get("og_image_missing") if isinstance(social.get("og_image_missing"), list) else []
     return {
-        "pages_missing_alt": pages_missing_alt or len(content_urls.get("missing_alt") or []),
-        "pages_without_lazy_images": pages_missing_lazy or len(content_urls.get("missing_lazy") or []),
-        "pages_missing_image_dimensions": pages_missing_dims or len(content_urls.get("missing_dimensions") or []),
+        "pages_missing_alt": pages_missing_alt if pages_missing_alt is not None else len(content_urls.get("missing_alt") or []),
+        "pages_without_lazy_images": pages_missing_lazy if pages_missing_lazy is not None else len(content_urls.get("missing_lazy") or []),
+        "pages_missing_image_dimensions": pages_missing_dims if pages_missing_dims is not None else len(content_urls.get("missing_dimensions") or []),
         "images_total_crawled": images_total,
         "og_image_coverage_pct": social.get("og_image_coverage_pct"),
         "og_image_missing_count": len(og_missing),
diff --git a/src/website_profiling/tools/audit_tools/indexation/__init__.py b/src/website_profiling/tools/audit_tools/indexation/__init__.py
new file mode 100644
index 00000000..591706b4
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/indexation/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — indexation domain."""
diff --git a/src/website_profiling/tools/audit_tools/indexation_lists.py b/src/website_profiling/tools/audit_tools/indexation/indexation_lists.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/indexation_lists.py
rename to src/website_profiling/tools/audit_tools/indexation/indexation_lists.py
index bdca54be..f3761390 100644
--- a/src/website_profiling/tools/audit_tools/indexation_lists.py
+++ b/src/website_profiling/tools/audit_tools/indexation/indexation_lists.py
@@ -5,11 +5,11 @@
 
 from psycopg import Connection
 
-from ...integrations.google.normalize import normalize_url, url_to_path
-from ...reporting.categories import REDIRECT_CHAIN_LONG
-from ._slice import _parse_page_analysis, cap_list, parse_limit
-from .context import AuditToolContext
-from .ops import _load_log_analysis
+from ....integrations.google.normalize import normalize_url, url_to_path
+from ....reporting.categories import REDIRECT_CHAIN_LONG
+from .._slice import _parse_page_analysis, cap_list, parse_limit
+from ..context import AuditToolContext
+from ..ops.ops import _load_log_analysis
 
 _REDIRECT_CHAIN_MIN = REDIRECT_CHAIN_LONG
 
diff --git a/src/website_profiling/tools/audit_tools/indexation_tools.py b/src/website_profiling/tools/audit_tools/indexation/indexation_tools.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/indexation_tools.py
rename to src/website_profiling/tools/audit_tools/indexation/indexation_tools.py
index 8661187d..87ca210c 100644
--- a/src/website_profiling/tools/audit_tools/indexation_tools.py
+++ b/src/website_profiling/tools/audit_tools/indexation/indexation_tools.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 _GAP_TYPES = frozenset({"sitemap_only", "crawled_not_in_sitemap", "gsc_not_crawled"})
 
diff --git a/src/website_profiling/tools/audit_tools/international.py b/src/website_profiling/tools/audit_tools/indexation/international.py
similarity index 90%
rename from src/website_profiling/tools/audit_tools/international.py
rename to src/website_profiling/tools/audit_tools/indexation/international.py
index 86e7c330..1a88396d 100644
--- a/src/website_profiling/tools/audit_tools/international.py
+++ b/src/website_profiling/tools/audit_tools/indexation/international.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from .context import AuditToolContext
-from ._slice import payload_dict_slice
+from ..context import AuditToolContext
+from .._slice import payload_dict_slice
 
 
 def get_hreflang_summary(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/audit_tools/insight/__init__.py b/src/website_profiling/tools/audit_tools/insight/__init__.py
new file mode 100644
index 00000000..ab052b43
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/insight/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — insight domain."""
diff --git a/src/website_profiling/tools/audit_tools/insight_helpers.py b/src/website_profiling/tools/audit_tools/insight/insight_helpers.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/insight_helpers.py
rename to src/website_profiling/tools/audit_tools/insight/insight_helpers.py
index e38d09ff..3dfaac34 100644
--- a/src/website_profiling/tools/audit_tools/insight_helpers.py
+++ b/src/website_profiling/tools/audit_tools/insight/insight_helpers.py
@@ -3,7 +3,7 @@
 
 from typing import Any
 
-from ...integrations.google.normalize import normalize_url, url_to_path
+from ....integrations.google.normalize import normalize_url, url_to_path
 
 
 def provenance_block(
diff --git a/src/website_profiling/tools/audit_tools/insight_tools.py b/src/website_profiling/tools/audit_tools/insight/insight_tools.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/insight_tools.py
rename to src/website_profiling/tools/audit_tools/insight/insight_tools.py
index 1d9357b2..98c7b5d1 100644
--- a/src/website_profiling/tools/audit_tools/insight_tools.py
+++ b/src/website_profiling/tools/audit_tools/insight/insight_tools.py
@@ -5,9 +5,9 @@
 
 from psycopg import Connection
 
-from ...integrations.google.page_lookup import slice_from_google_row
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from ....integrations.google.page_lookup import slice_from_google_row
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 from .insight_helpers import (
     blend_landing_pages,
     composite_page_score,
@@ -15,7 +15,7 @@
     provenance_block,
     traffic_health_ratio,
 )
-from .report import list_issues
+from ..report.report import list_issues
 
 
 def _gsc_ga4_blobs(raw: dict[str, Any]) -> tuple[dict[str, Any], dict[str, Any]]:
diff --git a/src/website_profiling/tools/audit_tools/integrations/__init__.py b/src/website_profiling/tools/audit_tools/integrations/__init__.py
new file mode 100644
index 00000000..a90247f8
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/integrations/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — integrations domain."""
diff --git a/src/website_profiling/tools/audit_tools/integration_tools.py b/src/website_profiling/tools/audit_tools/integrations/integration_tools.py
similarity index 95%
rename from src/website_profiling/tools/audit_tools/integration_tools.py
rename to src/website_profiling/tools/audit_tools/integrations/integration_tools.py
index 627a0903..1daa997c 100644
--- a/src/website_profiling/tools/audit_tools/integration_tools.py
+++ b/src/website_profiling/tools/audit_tools/integrations/integration_tools.py
@@ -5,11 +5,11 @@
 
 from psycopg import Connection
 
-from ...db.property_store import get_property_by_id
-from ...integrations.google.auth import build_credentials
-from ...integrations.google.gsc_inspection import inspect_url
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from ....db.property_store import get_property_by_id
+from ....integrations.google.auth import build_credentials
+from ....integrations.google.gsc_inspection import inspect_url
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 
 def _property_google_config(conn: Connection, property_id: int | None) -> tuple[dict[str, Any] | None, Any, str]:
@@ -72,14 +72,14 @@ def get_bing_index_status(conn: Connection, ctx: AuditToolContext, args: dict[st
     prop = get_property_by_id(conn, scoped.property_id)
     if not prop:
         return {"error": "property not found", "missing": True}
-    from ...db.config_store import read_pipeline_config
+    from ....db.config_store import read_pipeline_config
 
     known, _ = read_pipeline_config(conn)
     api_key = str(known.get("bing_webmaster_api_key") or "").strip()
     site_url = str(prop.get("gsc_site_url") or prop.get("canonical_domain") or "").strip()
     if not api_key:
         return {"error": "bing_webmaster_api_key not configured in audit settings", "missing": True}
-    from ...integrations.bing.webmaster import _bing_json_get
+    from ....integrations.bing.webmaster import _bing_json_get
 
     raw = _bing_json_get("GetUrlInfo", api_key, siteUrl=site_url, url=url)
     if raw.get("error"):
@@ -172,7 +172,7 @@ def check_ai_citations_live(conn: Connection, ctx: AuditToolContext, args: dict[
         brand_name = brand or domain or "this brand"
         query = f"What is {brand_name}? Can you tell me about their main products or services?"
 
-    from ...integrations.ai_citations import check_citations, resolve_api_key
+    from ....integrations.ai_citations import check_citations, resolve_api_key
 
     key = resolve_api_key(provider, api_key)
     if not key:
diff --git a/src/website_profiling/tools/audit_tools/llm_tools.py b/src/website_profiling/tools/audit_tools/integrations/llm_tools.py
similarity index 93%
rename from src/website_profiling/tools/audit_tools/llm_tools.py
rename to src/website_profiling/tools/audit_tools/integrations/llm_tools.py
index 09e62596..a01ede9e 100644
--- a/src/website_profiling/tools/audit_tools/llm_tools.py
+++ b/src/website_profiling/tools/audit_tools/integrations/llm_tools.py
@@ -6,13 +6,13 @@
 
 from psycopg import Connection
 
-from ...db._common import _row_field
-from ...db.property_store import list_properties_public
-from ...integrations.google.suggest import batch_expand
-from ...llm.content_brief import generate_content_brief as build_content_brief
-from ...llm.page_coach import run_page_coach
-from ._slice import parse_limit
-from .context import AuditToolContext
+from ....db._common import _row_field
+from ....db.property_store import list_properties_public
+from ....integrations.google.suggest import batch_expand
+from ....llm.content_brief import generate_content_brief as build_content_brief
+from ....llm.page_coach import run_page_coach
+from .._slice import parse_limit
+from ..context import AuditToolContext
 
 
 def generate_content_brief(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
@@ -131,7 +131,7 @@ def expand_keywords(conn: Connection, ctx: AuditToolContext, args: dict[str, Any
 
 
 def _llm_disabled_response() -> dict[str, Any]:
-    from ...llm_config import load_llm_config_from_db, llm_is_enabled
+    from ....llm_config import load_llm_config_from_db, llm_is_enabled
 
     cfg = load_llm_config_from_db()
     if not llm_is_enabled(cfg):
@@ -140,8 +140,8 @@ def _llm_disabled_response() -> dict[str, Any]:
 
 
 def generate_issue_fix(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
-    from ...llm.issue_fixes import generate_issue_fix_suggestion
-    from ...llm_config import load_llm_config_from_db
+    from ....llm.issue_fixes import generate_issue_fix_suggestion
+    from ....llm_config import load_llm_config_from_db
 
     err = _llm_disabled_response()
     if err:
@@ -163,7 +163,7 @@ def generate_issue_fix(conn: Connection, ctx: AuditToolContext, args: dict[str,
 
 
 def summarize_category_for_client(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
-    from .issues import get_category_issues
+    from ..issues.issues import get_category_issues
 
     category_id = str(args.get("category_id") or "").strip()
     if not category_id:
@@ -188,8 +188,8 @@ def summarize_category_for_client(conn: Connection, ctx: AuditToolContext, args:
     }
     err = _llm_disabled_response()
     if not err:
-        from ...llm.base import get_llm_client, parse_json_response
-        from ...llm_config import load_llm_config_from_db
+        from ....llm.base import get_llm_client, parse_json_response
+        from ....llm_config import load_llm_config_from_db
 
         cfg = load_llm_config_from_db()
         try:
@@ -210,8 +210,8 @@ def summarize_category_for_client(conn: Connection, ctx: AuditToolContext, args:
 
 
 def prioritize_fix_roadmap(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
-    from ...reporting.issue_impact import sort_issues_by_impact
-    from .report import _iter_category_issues
+    from ....reporting.issue_impact import sort_issues_by_impact
+    from ..report.report import _iter_category_issues
 
     scoped = ctx.with_args(args)
     payload = scoped.load_payload(conn)
@@ -240,7 +240,7 @@ def prioritize_fix_roadmap(conn: Connection, ctx: AuditToolContext, args: dict[s
 
 
 def analyze_serp_snippet_for_url(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
-    from ...integrations.google.page_lookup import slice_from_google_row
+    from ....integrations.google.page_lookup import slice_from_google_row
 
     scoped = ctx.with_args(args)
     url = str(args.get("url") or "").strip()
@@ -268,8 +268,8 @@ def analyze_serp_snippet_for_url(conn: Connection, ctx: AuditToolContext, args:
         base["note"] = err.get("error")
         base["provenance"] = "Crawl"
         return base
-    from ...llm.base import get_llm_client
-    from ...llm_config import load_llm_config_from_db
+    from ....llm.base import get_llm_client
+    from ....llm_config import load_llm_config_from_db
 
     cfg = load_llm_config_from_db()
     client = get_llm_client(cfg)
@@ -314,8 +314,8 @@ def draft_llms_txt(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]
     ]
     err = _llm_disabled_response()
     if not err:
-        from ...llm.base import get_llm_client
-        from ...llm_config import load_llm_config_from_db
+        from ....llm.base import get_llm_client
+        from ....llm_config import load_llm_config_from_db
 
         try:
             client = get_llm_client(load_llm_config_from_db())
@@ -343,7 +343,7 @@ def generate_schema(conn: Connection, ctx: AuditToolContext, args: dict[str, Any
     payload = scoped.load_payload(conn)
     domain = str(scoped.resolve_property_domain(conn) or "")
     site_name = str(payload.get("site_name") or domain or "Site")
-    from .geo_tools import _base_url as _mk_base
+    from ..geo.geo_tools import _base_url as _mk_base
     base_url = _mk_base(domain) if domain else url
 
     def _website_schema() -> dict[str, Any]:
@@ -429,8 +429,8 @@ def _article_schema() -> dict[str, Any]:
 
     err = _llm_disabled_response()
     if not err:
-        from ...llm.base import get_llm_client
-        from ...llm_config import load_llm_config_from_db
+        from ....llm.base import get_llm_client
+        from ....llm_config import load_llm_config_from_db
 
         try:
             client = get_llm_client(load_llm_config_from_db())
@@ -454,11 +454,11 @@ def _article_schema() -> dict[str, Any]:
 
 def generate_robots_txt(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
     """Generate a robots.txt that explicitly allows all major AI citation bots."""
-    from .geo_list_tools import _AI_BOT_TIERS
+    from ..geo.geo_list_tools import _AI_BOT_TIERS
 
     scoped = ctx.with_args(args)
     domain = str(scoped.resolve_property_domain(conn) or "")
-    from .geo_tools import _base_url as _mk_base
+    from ..geo.geo_tools import _base_url as _mk_base
     base_url = _mk_base(domain) if domain else ""
 
     lines = ["# robots.txt — generated by Site Audit", ""]
@@ -527,8 +527,8 @@ def generate_geo_fix_bundle(conn: Connection, ctx: AuditToolContext, args: dict[
     org_schema_result = generate_schema(conn, scoped, {**args, "schema_type": "Organization"})
 
     from concurrent.futures import ThreadPoolExecutor, as_completed
-    from .geo_tools import _fetch_llms_txt, _fetch_ai_discovery, _score_meta_signals
-    from .geo_list_tools import _parse_robots_txt, _parse_robots_access
+    from ..geo.geo_tools import _fetch_llms_txt, _fetch_ai_discovery, _score_meta_signals
+    from ..geo.geo_list_tools import _parse_robots_txt, _parse_robots_access
 
     with ThreadPoolExecutor(max_workers=3) as _pool:
         _f_llms = _pool.submit(_fetch_llms_txt, domain)
@@ -543,7 +543,7 @@ def generate_geo_fix_bundle(conn: Connection, ctx: AuditToolContext, args: dict[
         missing_files.append("llms.txt")
     robots_text = _parse_robots_txt(domain)
     access_map = _parse_robots_access(robots_text) if robots_text else {}
-    from .geo_list_tools import _AI_BOT_TIERS
+    from ..geo.geo_list_tools import _AI_BOT_TIERS
     citation_bots = [b for b, t in _AI_BOT_TIERS.items() if t == "citation"]
     if any(access_map.get(b.lower()) == "blocked" for b in citation_bots):
         missing_files.append("robots.txt (AI bots blocked)")
diff --git a/src/website_profiling/tools/audit_tools/issues/__init__.py b/src/website_profiling/tools/audit_tools/issues/__init__.py
new file mode 100644
index 00000000..644c309c
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/issues/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — issues domain."""
diff --git a/src/website_profiling/tools/audit_tools/issue_lists.py b/src/website_profiling/tools/audit_tools/issues/issue_lists.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/issue_lists.py
rename to src/website_profiling/tools/audit_tools/issues/issue_lists.py
index edd870f9..7d0ee53c 100644
--- a/src/website_profiling/tools/audit_tools/issue_lists.py
+++ b/src/website_profiling/tools/audit_tools/issues/issue_lists.py
@@ -7,16 +7,16 @@
 import pandas as pd
 from psycopg import Connection
 
-from ...reporting.categories._helpers import (
+from ....reporting.categories._helpers import (
     RESPONSE_TIME_SLOW_MS,
     TITLE_LEN_MAX,
     TITLE_LEN_MIN,
     _hreflang_issues,
     _orphan_hub_suggestions,
 )
-from ...reporting.categories.accessibility import contrast_issues_from_sources
-from ._slice import _parse_page_analysis, _row_schema_types_list, cap_list, parse_limit
-from .context import AuditToolContext
+from ....reporting.categories.accessibility import contrast_issues_from_sources
+from .._slice import _parse_page_analysis, _row_schema_types_list, cap_list, parse_limit
+from ..context import AuditToolContext
 
 _READING_LEVEL_HIGH = 12.0
 _VERY_THIN_WORDS = 100
diff --git a/src/website_profiling/tools/audit_tools/issues.py b/src/website_profiling/tools/audit_tools/issues/issues.py
similarity index 88%
rename from src/website_profiling/tools/audit_tools/issues.py
rename to src/website_profiling/tools/audit_tools/issues/issues.py
index 3c13f9a3..3e027d92 100644
--- a/src/website_profiling/tools/audit_tools/issues.py
+++ b/src/website_profiling/tools/audit_tools/issues/issues.py
@@ -5,9 +5,9 @@
 
 from psycopg import Connection
 
-from ...reporting.terminology import category_display_name
-from .context import AuditToolContext
-from .report import _health_score, _iter_category_issues, list_issues
+from ....reporting.terminology import category_display_name
+from ..context import AuditToolContext
+from ..report.report import _health_score, _iter_category_issues, list_issues
 
 
 def list_issues_by_category(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/audit_tools/keywords/__init__.py b/src/website_profiling/tools/audit_tools/keywords/__init__.py
new file mode 100644
index 00000000..fff4bad8
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/keywords/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — keywords domain."""
diff --git a/src/website_profiling/tools/audit_tools/keyword_lists.py b/src/website_profiling/tools/audit_tools/keywords/keyword_lists.py
similarity index 96%
rename from src/website_profiling/tools/audit_tools/keyword_lists.py
rename to src/website_profiling/tools/audit_tools/keywords/keyword_lists.py
index 72ca6b4f..0c766489 100644
--- a/src/website_profiling/tools/audit_tools/keyword_lists.py
+++ b/src/website_profiling/tools/audit_tools/keywords/keyword_lists.py
@@ -6,11 +6,11 @@
 
 from psycopg import Connection
 
-from ...integrations.google.keyword_enrich import opportunity_clicks
-from ...integrations.google.keyword_store import read_keyword_snapshots_for_property
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
-from .insight_helpers import _num
+from ....integrations.google.keyword_enrich import opportunity_clicks
+from ....integrations.google.keyword_store import read_keyword_snapshots_for_property
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
+from ..insight.insight_helpers import _num
 
 
 def _require_property(ctx: AuditToolContext) -> dict[str, Any] | None:
@@ -460,7 +460,15 @@ def _near(row: dict[str, Any]) -> bool:
 
 
 def list_keywords_high_impression_zero_click(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
-    min_impressions = parse_limit(args.get("min_impressions"), 100, 1_000_000)
+    # A free-form impressions threshold, NOT a pagination limit: parse_limit would
+    # clamp it to >= 1 and <= 1_000_000, silently rejecting an explicit 0 and
+    # capping large thresholds. Parse directly and clamp only to >= 0.
+    raw_min_impr = args.get("min_impressions")
+    try:
+        min_impressions = int(raw_min_impr) if raw_min_impr is not None else 100
+    except (TypeError, ValueError):
+        min_impressions = 100
+    min_impressions = max(0, min_impressions)
 
     def _zero_click(row: dict[str, Any]) -> bool:
         return int(_num(row.get("gsc_clicks"))) == 0 and int(_num(row.get("gsc_impressions"))) >= min_impressions
diff --git a/src/website_profiling/tools/audit_tools/keywords.py b/src/website_profiling/tools/audit_tools/keywords/keywords.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/keywords.py
rename to src/website_profiling/tools/audit_tools/keywords/keywords.py
index e6cd45c8..35e4eb01 100644
--- a/src/website_profiling/tools/audit_tools/keywords.py
+++ b/src/website_profiling/tools/audit_tools/keywords/keywords.py
@@ -5,9 +5,9 @@
 
 from psycopg import Connection
 
-from ...integrations.google.keyword_store import read_keyword_history
-from ._slice import cap_list, parse_limit, payload_field
-from .context import AuditToolContext
+from ....integrations.google.keyword_store import read_keyword_history
+from .._slice import cap_list, parse_limit, payload_field
+from ..context import AuditToolContext
 
 _KEYWORD_LIMIT_DEFAULT = 20
 _KEYWORD_LIMIT_MAX = 50
diff --git a/src/website_profiling/tools/audit_tools/links/__init__.py b/src/website_profiling/tools/audit_tools/links/__init__.py
new file mode 100644
index 00000000..caed0239
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/links/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — links domain."""
diff --git a/src/website_profiling/tools/audit_tools/link_lists.py b/src/website_profiling/tools/audit_tools/links/link_lists.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/link_lists.py
rename to src/website_profiling/tools/audit_tools/links/link_lists.py
index 67138512..c4aa8dae 100644
--- a/src/website_profiling/tools/audit_tools/link_lists.py
+++ b/src/website_profiling/tools/audit_tools/links/link_lists.py
@@ -6,9 +6,9 @@
 
 from psycopg import Connection
 
-from ...common import strip_www_prefix
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from ....common import strip_www_prefix
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 
 def _norm_url(url: str) -> str:
diff --git a/src/website_profiling/tools/audit_tools/links.py b/src/website_profiling/tools/audit_tools/links/links.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/links.py
rename to src/website_profiling/tools/audit_tools/links/links.py
index f131d0fa..6a45a640 100644
--- a/src/website_profiling/tools/audit_tools/links.py
+++ b/src/website_profiling/tools/audit_tools/links/links.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ._slice import cap_list, parse_limit, payload_field
-from .context import AuditToolContext
+from .._slice import cap_list, parse_limit, payload_field
+from ..context import AuditToolContext
 
 
 def list_orphan_pages(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
@@ -127,7 +127,7 @@ def get_link_rel_summary(conn: Connection, ctx: AuditToolContext, args: dict[str
     summary = payload.get("link_rel_summary")
     if isinstance(summary, dict):
         return summary
-    from ...reporting.link_edges_report import summarize_link_rel
+    from ....reporting.link_edges_report import summarize_link_rel
 
     edges = payload.get("link_edges") or []
     return summarize_link_rel(edges if isinstance(edges, list) else [])
diff --git a/src/website_profiling/tools/audit_tools/onpage/__init__.py b/src/website_profiling/tools/audit_tools/onpage/__init__.py
new file mode 100644
index 00000000..4abd127e
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/onpage/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — onpage domain."""
diff --git a/src/website_profiling/tools/audit_tools/onpage.py b/src/website_profiling/tools/audit_tools/onpage/onpage.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/onpage.py
rename to src/website_profiling/tools/audit_tools/onpage/onpage.py
index 7b6279cf..6d846c38 100644
--- a/src/website_profiling/tools/audit_tools/onpage.py
+++ b/src/website_profiling/tools/audit_tools/onpage/onpage.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 _CONTENT_BUCKETS = frozenset({
     "missing_h1",
diff --git a/src/website_profiling/tools/audit_tools/ops/__init__.py b/src/website_profiling/tools/audit_tools/ops/__init__.py
new file mode 100644
index 00000000..4af473ca
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/ops/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — ops domain."""
diff --git a/src/website_profiling/tools/audit_tools/ops.py b/src/website_profiling/tools/audit_tools/ops/ops.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/ops.py
rename to src/website_profiling/tools/audit_tools/ops/ops.py
index 8ba3939c..853424e7 100644
--- a/src/website_profiling/tools/audit_tools/ops.py
+++ b/src/website_profiling/tools/audit_tools/ops/ops.py
@@ -6,11 +6,11 @@
 
 from psycopg import Connection
 
-from ...db._common import _row_field
-from ...db.property_store import get_property_by_id
-from ...tools.alert_checker import check_all_alerts
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from ....db._common import _row_field
+from ....db.property_store import get_property_by_id
+from ....tools.alert_checker import check_all_alerts
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 
 def get_integration_alerts(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
@@ -53,7 +53,7 @@ def get_google_integration_status(conn: Connection, ctx: AuditToolContext, args:
     google = scoped.load_google(conn)
     gsc_links_status = None
     try:
-        from ...integrations.google.gsc_links_store import read_gsc_links_status
+        from ....integrations.google.gsc_links_store import read_gsc_links_status
         gsc_links_status = read_gsc_links_status(conn, int(scoped.property_id))
     except Exception:
         gsc_links_status = None
diff --git a/src/website_profiling/tools/audit_tools/workflow.py b/src/website_profiling/tools/audit_tools/ops/workflow.py
similarity index 68%
rename from src/website_profiling/tools/audit_tools/workflow.py
rename to src/website_profiling/tools/audit_tools/ops/workflow.py
index 23ec6327..2ab38f1a 100644
--- a/src/website_profiling/tools/audit_tools/workflow.py
+++ b/src/website_profiling/tools/audit_tools/ops/workflow.py
@@ -5,9 +5,9 @@
 
 from psycopg import Connection
 
-from ...db._common import _row_field
-from ._slice import parse_limit
-from .context import AuditToolContext
+from ....db._common import _row_field
+from .._slice import parse_limit
+from ..context import AuditToolContext
 
 
 def list_issue_workflow(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
@@ -16,19 +16,27 @@ def list_issue_workflow(conn: Connection, ctx: AuditToolContext, args: dict[str,
         return {"error": "property_id is required"}
     limit = parse_limit(args.get("limit"), 50, 50)
     status_filter = str(args.get("status") or "").strip()
+    # Filter on status in SQL (not after LIMIT in Python). Applying it post-LIMIT
+    # would let the most-recent N rows be consumed by other statuses and return
+    # zero matches even when matching rows exist.
+    params: list[Any] = [scoped.property_id]
+    status_clause = ""
+    if status_filter:
+        status_clause = "AND status = %s"
+        params.append(status_filter)
+    params.append(limit)
     cur = conn.execute(
-        """SELECT issue_key, url, category, priority, message, status, assignee, note, updated_at
+        f"""SELECT issue_key, url, category, priority, message, status, assignee, note, updated_at
            FROM issue_status
            WHERE property_id = %s
+           {status_clause}
            ORDER BY updated_at DESC
            LIMIT %s""",
-        (scoped.property_id, limit),
+        tuple(params),
     )
     rows = []
     for row in cur.fetchall() or []:
         st = str(_row_field(row, "status", index=5) or "")
-        if status_filter and st != status_filter:
-            continue
         updated = _row_field(row, "updated_at", index=8)
         rows.append({
             "issue_key": _row_field(row, "issue_key", index=0),
diff --git a/src/website_profiling/tools/audit_tools/performance/__init__.py b/src/website_profiling/tools/audit_tools/performance/__init__.py
new file mode 100644
index 00000000..69448329
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/performance/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — performance domain."""
diff --git a/src/website_profiling/tools/audit_tools/lighthouse.py b/src/website_profiling/tools/audit_tools/performance/lighthouse.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/lighthouse.py
rename to src/website_profiling/tools/audit_tools/performance/lighthouse.py
index 0d8a5462..26e48dd4 100644
--- a/src/website_profiling/tools/audit_tools/lighthouse.py
+++ b/src/website_profiling/tools/audit_tools/performance/lighthouse.py
@@ -5,9 +5,9 @@
 
 from psycopg import Connection
 
-from ...db.lighthouse_store import read_lighthouse_page_summaries, read_lighthouse_summary
-from ._slice import cap_list, parse_limit, payload_dict_slice
-from .context import AuditToolContext
+from ....db.lighthouse_store import read_lighthouse_page_summaries, read_lighthouse_summary
+from .._slice import cap_list, parse_limit, payload_dict_slice
+from ..context import AuditToolContext
 
 
 def get_lighthouse_summary(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
@@ -234,7 +234,7 @@ def list_lighthouse_poor_best_practices_pages(conn: Connection, ctx: AuditToolCo
 
 
 def list_lighthouse_cwv_failures(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
-    from ...lighthouse.runner import CLS_GOOD, LCP_GOOD_MS, TBT_GOOD_MS
+    from ....lighthouse.runner import CLS_GOOD, LCP_GOOD_MS, TBT_GOOD_MS
 
     scoped = ctx.with_args(args)
     payload = scoped.load_payload(conn)
diff --git a/src/website_profiling/tools/audit_tools/portfolio/__init__.py b/src/website_profiling/tools/audit_tools/portfolio/__init__.py
new file mode 100644
index 00000000..f98f7aa4
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/portfolio/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — portfolio domain."""
diff --git a/src/website_profiling/tools/audit_tools/charts.py b/src/website_profiling/tools/audit_tools/portfolio/charts.py
similarity index 96%
rename from src/website_profiling/tools/audit_tools/charts.py
rename to src/website_profiling/tools/audit_tools/portfolio/charts.py
index edc64197..85cb6a61 100644
--- a/src/website_profiling/tools/audit_tools/charts.py
+++ b/src/website_profiling/tools/audit_tools/portfolio/charts.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 
 def get_crawl_summary(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
@@ -71,7 +71,7 @@ def get_outlink_distribution(conn: Connection, ctx: AuditToolContext, args: dict
 
 def get_issue_priority_breakdown(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
     """Chart-friendly issue counts by priority (for chat visualization)."""
-    from .report import get_report_summary
+    from ..report.report import get_report_summary
 
     summary = get_report_summary(conn, ctx, args)
     if summary.get("error"):
diff --git a/src/website_profiling/tools/audit_tools/health.py b/src/website_profiling/tools/audit_tools/portfolio/health.py
similarity index 92%
rename from src/website_profiling/tools/audit_tools/health.py
rename to src/website_profiling/tools/audit_tools/portfolio/health.py
index 80b98fa8..8050391b 100644
--- a/src/website_profiling/tools/audit_tools/health.py
+++ b/src/website_profiling/tools/audit_tools/portfolio/health.py
@@ -6,8 +6,8 @@
 
 from psycopg import Connection
 
-from ...db._common import _row_field
-from .context import AuditToolContext
+from ....db._common import _row_field
+from ..context import AuditToolContext
 
 
 def get_health_history(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
@@ -63,16 +63,16 @@ def get_health_history(conn: Connection, ctx: AuditToolContext, args: dict[str,
 
 def list_report_history(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
     scoped = ctx.with_args(args)
-    from ._slice import parse_limit as _parse_limit
+    from .._slice import parse_limit as _parse_limit
 
     limit = _parse_limit(args.get("limit"), 20, 50)
     clauses: list[str] = []
     params: list[Any] = []
     domain = scoped.resolve_property_domain(conn)
-    if scoped.property_id is not None:
-        clauses.append("canonical_domain = %s")
-        params.append(domain)
-    if not clauses and domain:
+    # Only filter when a domain actually resolved. Previously an unresolvable
+    # property (domain == "") produced `WHERE canonical_domain = ''`, which matches
+    # no rows — silently returning empty history instead of recent reports.
+    if domain:
         clauses.append("canonical_domain = %s")
         params.append(domain)
     where = f"WHERE {' AND '.join(clauses)}" if clauses else ""
diff --git a/src/website_profiling/tools/audit_tools/properties.py b/src/website_profiling/tools/audit_tools/portfolio/properties.py
similarity index 93%
rename from src/website_profiling/tools/audit_tools/properties.py
rename to src/website_profiling/tools/audit_tools/portfolio/properties.py
index 9a3a126e..3e38363e 100644
--- a/src/website_profiling/tools/audit_tools/properties.py
+++ b/src/website_profiling/tools/audit_tools/portfolio/properties.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ...db.property_store import get_property_by_id, list_properties_public
-from .context import AuditToolContext
+from ....db.property_store import get_property_by_id, list_properties_public
+from ..context import AuditToolContext
 
 
 def _public_property_row(prop: dict[str, Any]) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/audit_tools/property_profile.py b/src/website_profiling/tools/audit_tools/portfolio/property_profile.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/property_profile.py
rename to src/website_profiling/tools/audit_tools/portfolio/property_profile.py
index 4cdce4ba..92f9685f 100644
--- a/src/website_profiling/tools/audit_tools/property_profile.py
+++ b/src/website_profiling/tools/audit_tools/portfolio/property_profile.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 
 def _site_level_or_error(payload: dict[str, Any]) -> tuple[dict[str, Any] | None, dict[str, Any] | None]:
diff --git a/src/website_profiling/tools/audit_tools/registry.py b/src/website_profiling/tools/audit_tools/registry.py
index e1866915..f1fdaff8 100644
--- a/src/website_profiling/tools/audit_tools/registry.py
+++ b/src/website_profiling/tools/audit_tools/registry.py
@@ -8,14 +8,14 @@
 
 from ...db.storage import db_session
 
-from .backlink_lists import (
+from .backlinks.backlink_lists import (
     get_anchor_text_distribution,
     list_backlinks_by_anchor_text,
     list_backlinks_from_domain,
     list_backlinks_to_url,
     list_referring_domains,
 )
-from .compare_list_tools import (
+from .compare.compare_list_tools import (
     list_compare_lighthouse_regressions,
     list_compare_new_issues,
     list_compare_new_urls,
@@ -23,7 +23,7 @@
     list_compare_resolved_issues,
     list_compare_traffic_losers,
 )
-from .content_lists import (
+from .content.content_lists import (
     get_text_content_analysis,
     list_amp_validation_issues,
     list_duplicate_content_pairs,
@@ -35,18 +35,18 @@
     list_schema_errors_by_type,
     list_spell_check_issues,
 )
-from .geo_list_tools import (
+from .geo.geo_list_tools import (
     get_robots_ai_access_score,
     list_pages_ai_citation_signals,
     list_pages_missing_howto_schema,
     list_pages_missing_llms_txt_reference,
     list_robots_blocked_ai_crawlers,
 )
-from .geo_citability import (
+from .geo.geo_citability import (
     get_citability_score,
     get_citability_for_url,
 )
-from .geo_detectors import (
+from .geo.geo_detectors import (
     detect_prompt_injection,
     get_content_decay_signals,
     get_multimodal_readiness,
@@ -54,7 +54,7 @@
     get_rag_chunk_readiness,
     get_topic_authority,
 )
-from .agent_readiness import (
+from .geo.agent_readiness import (
     get_agents_md_status,
     get_skill_md_status,
     get_agent_permissions_status,
@@ -68,7 +68,7 @@
     get_agent_readiness_score,
     generate_agent_readiness_bundle,
 )
-from .google_lists import (
+from .google.google_lists import (
     compare_gsc_periods,
     get_ga4_path_trend,
     get_gsc_page_trend,
@@ -90,7 +90,7 @@
     list_gsc_queries_by_clicks,
     list_gsc_queries_by_impressions,
 )
-from .indexation_lists import (
+from .indexation.indexation_lists import (
     list_crawl_urls_not_in_sitemap,
     list_hreflang_reciprocal_gaps,
     list_indexation_indexed_not_submitted,
@@ -102,7 +102,7 @@
     list_redirect_chains_by_length,
     list_sitemap_urls_not_in_crawl,
 )
-from .issue_lists import (
+from .issues.issue_lists import (
     list_hreflang_issue_pages,
     list_lighthouse_failure_cls,
     list_lighthouse_failure_inp,
@@ -122,7 +122,7 @@
     list_pages_title_too_short,
     list_pages_very_thin_content,
 )
-from .keyword_lists import (
+from .keywords.keyword_lists import (
     get_keyword_opportunity_score,
     get_keyword_serp_snapshot,
     list_cannibalisation_queries,
@@ -144,14 +144,14 @@
     list_semantic_cluster_pages,
     list_semantic_cluster_queries,
 )
-from .link_lists import (
+from .links.link_lists import (
     list_internal_links_from_url,
     list_internal_links_to_url,
     list_links_by_rel_nofollow,
     list_outbound_links,
     list_pagerank_low_pages,
 )
-from .backlinks import (
+from .backlinks.backlinks import (
     get_backlinks_velocity,
     get_bing_backlinks_summary,
     get_competitor_link_gap,
@@ -161,7 +161,7 @@
     get_gsc_sample_links,
     get_third_party_links_overlay,
 )
-from .charts import (
+from .portfolio.charts import (
     get_crawl_summary,
     get_domain_link_distribution,
     get_issue_priority_breakdown,
@@ -170,15 +170,15 @@
     get_title_length_distribution,
     get_top_crawled_pages,
 )
-from .data_coverage import get_data_coverage_report
-from .insight_tools import (
+from .core.data_coverage import get_data_coverage_report
+from .insight.insight_tools import (
     get_issue_to_traffic_map,
     get_landing_page_blended_table,
     get_landing_page_full_diagnosis,
     get_opportunity_matrix,
     get_traffic_health_check,
 )
-from .router_tools import (
+from .core.router_tools import (
     list_tool_domains,
     run_domain_agent,
     run_insight_workflow,
@@ -186,8 +186,8 @@
     run_technical_workflow,
     search_audit_tools,
 )
-from .compare import compare_reports
-from .compare_slices import (
+from .compare.compare import compare_reports
+from .compare.compare_slices import (
     compare_category_deltas,
     compare_content_metrics,
     compare_duplicate_deltas,
@@ -206,8 +206,8 @@
     compare_tech_deltas,
     compare_url_set_diff,
 )
-from .crawl_metrics import get_asset_weight_summary, get_readability_summary
-from .content import (
+from .crawl.crawl_metrics import get_asset_weight_summary, get_readability_summary
+from .content.content import (
     get_content_analytics,
     get_content_duplicates,
     get_duplicate_cluster,
@@ -217,7 +217,7 @@
     list_thin_content_pages,
 )
 from .context import AuditToolContext
-from .crawl_lists import (
+from .crawl.crawl_lists import (
     get_axe_audit_summary,
     get_heading_outline_for_url,
     get_top_pages_by_pagerank,
@@ -238,7 +238,7 @@
     list_pages_with_mixed_content,
     list_robots_blocked_urls,
 )
-from .geo_tools import (
+from .geo.geo_tools import (
     get_aeo_content_signals_for_url,
     get_ai_discovery_status,
     get_eeat_signals_summary,
@@ -249,7 +249,7 @@
     get_llms_txt_status,
     list_pages_missing_faq_schema,
 )
-from .crawl import (
+from .crawl.crawl import (
     get_browser_diagnostics_summary,
     get_crawl_links_table,
     get_crawl_segments,
@@ -272,7 +272,7 @@
     search_pages,
     search_pages_advanced,
 )
-from .google import (
+from .google.google import (
     get_ga4_by_channel,
     get_ga4_by_device,
     get_ga4_daily_trend,
@@ -286,7 +286,7 @@
     get_gsc_top_pages,
     get_gsc_top_queries,
 )
-from .integration_tools import (
+from .integrations.integration_tools import (
     check_ai_citation_presence,
     check_ai_citations_live,
     get_bing_index_status,
@@ -294,11 +294,11 @@
     get_gsc_url_inspection,
     get_serp_feature_overlay,
 )
-from .health import get_category_health_history, get_health_history, list_report_history
-from .indexation_tools import get_indexation_coverage, get_indexation_url_join, list_indexation_gaps
-from .international import get_hreflang_summary, get_language_summary
-from .issues import get_category_issues, list_issues_by_category
-from .keywords import (
+from .portfolio.health import get_category_health_history, get_health_history, list_report_history
+from .indexation.indexation_tools import get_indexation_coverage, get_indexation_url_join, list_indexation_gaps
+from .indexation.international import get_hreflang_summary, get_language_summary
+from .issues.issues import get_category_issues, list_issues_by_category
+from .keywords.keywords import (
     get_brand_keyword_split,
     get_keyword_cannibalisation,
     get_keyword_history,
@@ -314,7 +314,7 @@
     list_keywords_ctr_opportunity,
     search_keywords,
 )
-from .lighthouse import (
+from .performance.lighthouse import (
     get_crux_summary,
     get_lighthouse_diagnostics,
     get_lighthouse_for_url,
@@ -326,14 +326,14 @@
     list_lighthouse_poor_seo_pages,
     list_slow_pages,
 )
-from .export_tools import (
+from .export.export_tools import (
     export_audit_report,
     export_compare_csv,
     export_list_as_csv,
     list_export_formats,
 )
-from .export_extras import export_sitemap_xml, validate_rich_results
-from .image_tools import (
+from .export.export_extras import export_sitemap_xml, validate_rich_results
+from .images.image_tools import (
     get_image_audit_summary,
     list_images_needing_attention,
     list_largest_images,
@@ -343,7 +343,7 @@
     list_site_image_urls,
     list_unoptimized_images,
 )
-from .llm_tools import (
+from .integrations.llm_tools import (
     analyze_serp_snippet_for_url,
     draft_llms_txt,
     expand_keywords,
@@ -358,7 +358,7 @@
     prioritize_fix_roadmap,
     summarize_category_for_client,
 )
-from .payload_extras import (
+from .core.payload_extras import (
     get_competitor_keyword_gap,
     get_pagination_audit_summary,
     get_portfolio_benchmark,
@@ -366,7 +366,7 @@
     get_site_anchor_text_summary,
     list_rich_results_failures,
 )
-from .onpage import (
+from .onpage.onpage import (
     list_content_url_issues,
     list_pages_meta_desc_too_long,
     list_pages_meta_desc_too_short,
@@ -377,7 +377,7 @@
     list_pages_noindex,
     list_seo_onpage_issues,
 )
-from .links import (
+from .links.links import (
     get_inlink_anchors,
     get_link_graph_summary,
     get_link_rel_summary,
@@ -388,8 +388,8 @@
     list_nofollow_internal_links,
     list_orphan_pages,
 )
-from .crawl_actions import prepare_audit_run
-from .ops import (
+from .crawl.crawl_actions import prepare_audit_run
+from .ops.ops import (
     get_google_integration_status,
     get_integration_alerts,
     get_latest_log_analysis,
@@ -402,14 +402,14 @@
     list_log_only_paths,
     list_log_uploads,
 )
-from .properties import get_property, list_properties
-from .property_profile import (
+from .portfolio.properties import get_property, list_properties
+from .portfolio.property_profile import (
     get_ads_txt_status,
     get_contact_intelligence,
     get_security_txt_status,
     list_subdomains,
 )
-from .report import (
+from .report.report import (
     get_category_scores,
     get_critical_issues,
     get_executive_summary,
@@ -420,7 +420,7 @@
     list_top_impact_issues,
     search_issues,
 )
-from .report_extras import (
+from .report.report_extras import (
     get_audit_recommendations,
     get_category_recommendations,
     get_ml_errors,
@@ -428,14 +428,14 @@
     list_audit_categories,
     list_issues_with_ai_fixes,
 )
-from .schema import get_schema_coverage, list_pages_without_schema, search_pages_by_schema_type
-from .sql_query import get_sql_schema, run_sql_query
-from .security import (
+from .schema.schema import get_schema_coverage, list_pages_without_schema, search_pages_by_schema_type
+from .core.sql_query import get_sql_schema, run_sql_query
+from .security.security import (
     get_security_findings,
     get_security_findings_summary,
     list_security_findings_by_type,
 )
-from .tech import get_tech_stack_summary, list_pages_by_technology
+from .tech.tech import get_tech_stack_summary, list_pages_by_technology
 from .tool_catalog import TOOL_DEFINITIONS
 from .tool_domains import (
     TIER_0_TOOLS,
@@ -447,7 +447,7 @@
     tool_names_for_tier as _meta_tool_names_for_tier,
     tools_by_domain,
 )
-from .workflow import list_issue_workflow
+from .ops.workflow import list_issue_workflow
 
 ToolHandler = Callable[[Connection, AuditToolContext, dict[str, Any]], dict[str, Any]]
 
diff --git a/src/website_profiling/tools/audit_tools/report/__init__.py b/src/website_profiling/tools/audit_tools/report/__init__.py
new file mode 100644
index 00000000..a0d40616
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/report/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — report domain."""
diff --git a/src/website_profiling/tools/audit_tools/report.py b/src/website_profiling/tools/audit_tools/report/report.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/report.py
rename to src/website_profiling/tools/audit_tools/report/report.py
index cf38b173..3b34b19f 100644
--- a/src/website_profiling/tools/audit_tools/report.py
+++ b/src/website_profiling/tools/audit_tools/report/report.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ...reporting.terminology import category_display_name
-from .context import AuditToolContext
+from ....reporting.terminology import category_display_name
+from ..context import AuditToolContext
 
 _PRIORITY_ORDER = {"Critical": 0, "High": 1, "Medium": 2, "Low": 3}
 _ISSUE_LIMIT_DEFAULT = 20
@@ -50,7 +50,7 @@ def _iter_category_issues(payload: dict[str, Any]) -> list[dict[str, Any]]:
     return rows
 
 
-from ...scoring import round_half_up
+from ....scoring import round_half_up
 
 
 def _health_score(payload: dict[str, Any]) -> int | None:
@@ -134,7 +134,7 @@ def list_issues(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -
 
     sort_mode = str(args.get("sort") or "").strip().lower()
     if sort_mode == "impact":
-        from ...reporting.issue_impact import sort_issues_by_impact
+        from ....reporting.issue_impact import sort_issues_by_impact
 
         issues = sort_issues_by_impact(issues)
 
@@ -182,7 +182,7 @@ def search_issues(conn: Connection, ctx: AuditToolContext, args: dict[str, Any])
 
     sort_mode = str(args.get("sort") or "").strip().lower()
     if sort_mode == "impact":
-        from ...reporting.issue_impact import sort_issues_by_impact
+        from ....reporting.issue_impact import sort_issues_by_impact
 
         issues = sort_issues_by_impact(issues)
 
diff --git a/src/website_profiling/tools/audit_tools/report_extras.py b/src/website_profiling/tools/audit_tools/report/report_extras.py
similarity index 98%
rename from src/website_profiling/tools/audit_tools/report_extras.py
rename to src/website_profiling/tools/audit_tools/report/report_extras.py
index 2906d150..4ebf6f49 100644
--- a/src/website_profiling/tools/audit_tools/report_extras.py
+++ b/src/website_profiling/tools/audit_tools/report/report_extras.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 
 def get_audit_recommendations(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/audit_tools/schema/__init__.py b/src/website_profiling/tools/audit_tools/schema/__init__.py
new file mode 100644
index 00000000..43b099ff
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/schema/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — schema domain."""
diff --git a/src/website_profiling/tools/audit_tools/schema.py b/src/website_profiling/tools/audit_tools/schema/schema.py
similarity index 92%
rename from src/website_profiling/tools/audit_tools/schema.py
rename to src/website_profiling/tools/audit_tools/schema/schema.py
index 1582e171..eee54cbc 100644
--- a/src/website_profiling/tools/audit_tools/schema.py
+++ b/src/website_profiling/tools/audit_tools/schema/schema.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ._slice import crawl_filter, parse_limit
-from .context import AuditToolContext
+from .._slice import crawl_filter, parse_limit
+from ..context import AuditToolContext
 
 
 def get_schema_coverage(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
@@ -22,7 +22,7 @@ def get_schema_coverage(conn: Connection, ctx: AuditToolContext, args: dict[str,
         has = str(rec.get("has_schema") or "").lower() in ("true", "1", "yes")
         if has:
             with_schema += 1
-        from ._slice import _row_schema_types_list  # noqa: PLC0415
+        from .._slice import _row_schema_types_list  # noqa: PLC0415
 
         for t in _row_schema_types_list(rec):
             type_counts[t] = type_counts.get(t, 0) + 1
diff --git a/src/website_profiling/tools/audit_tools/security/__init__.py b/src/website_profiling/tools/audit_tools/security/__init__.py
new file mode 100644
index 00000000..6651ac4b
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/security/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — security domain."""
diff --git a/src/website_profiling/tools/audit_tools/security.py b/src/website_profiling/tools/audit_tools/security/security.py
similarity index 97%
rename from src/website_profiling/tools/audit_tools/security.py
rename to src/website_profiling/tools/audit_tools/security/security.py
index 59b10a72..60fa7b42 100644
--- a/src/website_profiling/tools/audit_tools/security.py
+++ b/src/website_profiling/tools/audit_tools/security/security.py
@@ -5,8 +5,8 @@
 
 from psycopg import Connection
 
-from ._slice import cap_list, parse_limit
-from .context import AuditToolContext
+from .._slice import cap_list, parse_limit
+from ..context import AuditToolContext
 
 
 def get_security_findings(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/audit_tools/tech/__init__.py b/src/website_profiling/tools/audit_tools/tech/__init__.py
new file mode 100644
index 00000000..c80c1dcd
--- /dev/null
+++ b/src/website_profiling/tools/audit_tools/tech/__init__.py
@@ -0,0 +1 @@
+"""Audit tools — tech domain."""
diff --git a/src/website_profiling/tools/audit_tools/tech.py b/src/website_profiling/tools/audit_tools/tech/tech.py
similarity index 96%
rename from src/website_profiling/tools/audit_tools/tech.py
rename to src/website_profiling/tools/audit_tools/tech/tech.py
index 1354fbb8..e781b2b8 100644
--- a/src/website_profiling/tools/audit_tools/tech.py
+++ b/src/website_profiling/tools/audit_tools/tech/tech.py
@@ -6,8 +6,8 @@
 
 from psycopg import Connection
 
-from .context import AuditToolContext
-from ._slice import cap_list, parse_limit, payload_dict_slice
+from ..context import AuditToolContext
+from .._slice import cap_list, parse_limit, payload_dict_slice
 
 
 def get_tech_stack_summary(conn: Connection, ctx: AuditToolContext, args: dict[str, Any]) -> dict[str, Any]:
diff --git a/src/website_profiling/tools/schedule_runner.py b/src/website_profiling/tools/schedule_runner.py
index ed2b7120..ad030176 100644
--- a/src/website_profiling/tools/schedule_runner.py
+++ b/src/website_profiling/tools/schedule_runner.py
@@ -13,24 +13,53 @@ def _cron_dow(now: datetime) -> int:
     return (now.weekday() + 1) % 7
 
 
+def _cron_field_matches(field: str, value: int) -> bool:
+    """True if *value* matches a cron field of '*' or a comma list of integers."""
+    if field == "*":
+        return True
+    allowed = {part.strip() for part in field.split(",") if part.strip()}
+    return str(value) in allowed
+
+
 def _cron_matches(cron_expr: str, now: datetime) -> bool:
-    """Minimal cron matcher: 'MIN HOUR * * DOW' (UTC, single values only)."""
+    """Minimal cron matcher (UTC): 'MIN HOUR DOM MONTH DOW', '*' or comma lists.
+
+    Day-of-month and month are honoured (previously ignored, which made e.g.
+    ``0 9 1 * *`` fire every day instead of only on the 1st). DOM and DOW follow
+    standard cron OR-semantics: when both are restricted, the day matches if
+    EITHER matches; an unparseable field fails closed (no match).
+    """
     parts = cron_expr.strip().split()
     if len(parts) != 5:
         return False
-    minute, hour, _dom, _month, dow = parts
+    minute, hour, dom, month, dow = parts
     try:
         if minute != "*" and int(minute) != now.minute:
             return False
         if hour != "*" and int(hour) != now.hour:
             return False
+        # Validate the remaining fields up front so a malformed token fails closed.
+        for field in (dom, month, dow):
+            for part in field.split(","):
+                part = part.strip()
+                if part and part != "*":
+                    int(part)
     except ValueError:
         return False
-    if dow != "*":
-        cron_dow = _cron_dow(now)
-        allowed = {part.strip() for part in dow.split(",") if part.strip()}
-        if str(cron_dow) not in allowed:
-            return False
+
+    if not _cron_field_matches(month, now.month):
+        return False
+
+    dom_restricted = dom != "*"
+    dow_restricted = dow != "*"
+    dom_ok = _cron_field_matches(dom, now.day)
+    dow_ok = _cron_field_matches(dow, _cron_dow(now))
+    if dom_restricted and dow_restricted:
+        return dom_ok or dow_ok
+    if dom_restricted:
+        return dom_ok
+    if dow_restricted:
+        return dow_ok
     return True
 
 
diff --git a/src/website_profiling/tools/warnings.py b/src/website_profiling/tools/warnings.py
index 71b1b752..b4ee1cae 100644
--- a/src/website_profiling/tools/warnings.py
+++ b/src/website_profiling/tools/warnings.py
@@ -5,6 +5,7 @@
 """
 import json
 import os
+import re
 import sys
 from typing import Any
 
@@ -235,6 +236,15 @@
 ]
 
 
+def _phrase_in_text(phrase: str, text: str) -> bool:
+    """Whole-word/phrase match so short tokens don't match inside other words.
+
+    Plain substring matching mis-mapped unrelated warnings (e.g. 'bandwidth'
+    contains 'width' → image-aspect-ratio/CLS). Anchor on word boundaries.
+    """
+    return re.search(rf"\b{re.escape(phrase)}\b", text) is not None
+
+
 def _resolve_entry(audit_id: str, title: str | None, help_text: str | None) -> dict[str, Any]:
     """Get mapping entry for audit id or phrase match."""
     aid = (audit_id or "").strip().lower()
@@ -242,7 +252,9 @@ def _resolve_entry(audit_id: str, title: str | None, help_text: str | None) -> d
         return dict(AUDIT_MAP[aid])
     text = f"{title or ''} {help_text or ''}".lower()
     for phrase, mapped_id in PHRASE_TO_ID:
-        if phrase in text or phrase in aid:
+        # `aid` is a structured audit id, so substring there is intentional; the
+        # free-text title/help must match on word boundaries.
+        if _phrase_in_text(phrase, text) or phrase in aid:
             return dict(AUDIT_MAP.get(mapped_id, DEFAULT_ENTRY))
     return dict(DEFAULT_ENTRY)
 
diff --git a/tests/content_studio/test_agent.py b/tests/content_studio/test_agent.py
index 5a23caa4..9e1d1d6b 100644
--- a/tests/content_studio/test_agent.py
+++ b/tests/content_studio/test_agent.py
@@ -66,12 +66,15 @@ def test_inject_missing_tools_appends_results() -> None:
     ctx = sample_ctx()
     messages: list[dict] = []
     called = {"get_draft_seo_score"}
-    _inject_missing_tools(messages, ctx, called, ollama_format=False)
+    events: list[dict] = []
+    _inject_missing_tools(messages, ctx, called, ollama_format=False, tool_events=events)
     assert any(m.get("role") == "tool" for m in messages)
     assert called == REQUIRED_CONTENT_STUDIO_TOOLS
+    # tool_events is populated in the same pass (no second dispatch needed).
+    assert {e["name"] for e in events} == REQUIRED_CONTENT_STUDIO_TOOLS - {"get_draft_seo_score"}
     messages_ollama: list[dict] = []
     called_ollama = {"get_draft_seo_score"}
-    _inject_missing_tools(messages_ollama, ctx, called_ollama, ollama_format=True)
+    _inject_missing_tools(messages_ollama, ctx, called_ollama, ollama_format=True, tool_events=[])
     assert any(m.get("tool_name") for m in messages_ollama)
 
 
diff --git a/tests/reporting/test_optional_audits.py b/tests/reporting/test_optional_audits.py
index f3830275..91453042 100644
--- a/tests/reporting/test_optional_audits.py
+++ b/tests/reporting/test_optional_audits.py
@@ -65,6 +65,30 @@ def test_html_validation_issues_missing_html5lib():
     assert isinstance(issues, list)
 
 
+def test_wayback_issues_bounds_requests_for_snapshotless_404s(monkeypatch):
+    # Regression: snapshot-less 404s must count against max_lookups so the number
+    # of external Wayback requests stays bounded (previously only snapshots-found
+    # incremented the counter, so the cap did nothing for the common no-snapshot case).
+    import website_profiling.reporting.optional_audits as oa
+
+    oa._WAYBACK_CACHE.clear()
+    calls = {"n": 0}
+
+    class _Resp:
+        def json(self):
+            return {"archived_snapshots": {}}
+
+    def fake_get(*_a, **_k):
+        calls["n"] += 1
+        return _Resp()
+
+    monkeypatch.setattr(oa.requests, "get", fake_get)
+    df = pd.DataFrame([{"url": f"https://x.com/{i}", "status": "404"} for i in range(20)])
+    issues = oa.wayback_issues(df, max_lookups=5)
+    assert calls["n"] == 5  # bounded by max_lookups, not 20
+    assert issues == []
+
+
 def test_apply_optional_audits_spell_skipped_without_package(capsys):
     categories = [
         {"id": "technical_seo", "name": "Technical", "issues": [], "recommendations": []},
diff --git a/tests/reporting/test_pdf_branch_coverage.py b/tests/reporting/test_pdf_branch_coverage.py
index 255628de..cd8d1c2c 100644
--- a/tests/reporting/test_pdf_branch_coverage.py
+++ b/tests/reporting/test_pdf_branch_coverage.py
@@ -359,6 +359,21 @@ def test_reportlab_empty_executive_and_top_issues(self):
         assert _rl_render_executive_panel(cover, st) == []
         assert _render_top_issues_table([], st) == []
 
+    def test_reportlab_stat_grid_more_chips_than_columns(self):
+        # chips > columns must not crash: colWidths must match the cell count.
+        st = _make_styles()
+        block = StatGridBlock(
+            id="s",
+            columns=2,
+            chips=[
+                StatChip(label="A", value="1", tone="high"),
+                StatChip(label="B", value="2", tone="medium"),
+                StatChip(label="C", value="3", tone="low"),
+            ],
+        )
+        out = _flowables_for_block(block, st)
+        assert out  # renders a table flowable instead of raising at build time
+
     def test_reportlab_empty_optional_blocks(self):
         st = _make_styles()
         assert _flowables_for_block(KpiRowBlock(id="k", items=[]), st) == []
diff --git a/tests/test_agent_readiness.py b/tests/test_agent_readiness.py
index c31a1621..8ff33fc4 100644
--- a/tests/test_agent_readiness.py
+++ b/tests/test_agent_readiness.py
@@ -13,7 +13,7 @@
     score_content_structure_aeo,
     strip_html_to_text,
 )
-from website_profiling.tools.audit_tools.agent_readiness import (
+from website_profiling.tools.audit_tools.geo.agent_readiness import (
     _fetch_agents_md,
     _fetch_agent_permissions,
     _fetch_skill_md,
diff --git a/tests/test_analysis_crawl_stores_edge_unit.py b/tests/test_analysis_crawl_stores_edge_unit.py
index 584d5085..29a79f22 100644
--- a/tests/test_analysis_crawl_stores_edge_unit.py
+++ b/tests/test_analysis_crawl_stores_edge_unit.py
@@ -23,6 +23,12 @@ def test_common_mixed_content_srcset_and_links_serialized_fallback() -> None:
     ext = parse_seo_extended(html, "https://secure.com/page")
     assert ext["mixed_content_count"] >= 1
 
+    # Regression: an all-http:// srcset must count EVERY insecure candidate, not
+    # just the first (the generic startswith() previously matched once and skipped
+    # the per-candidate loop).
+    all_http = '<html><body><img srcset="http://a.com/1.jpg 1x, http://b.com/2.jpg 2x"></body></html>'
+    assert parse_seo_extended(all_http, "https://secure.com")["mixed_content_count"] == 2
+
     assert parse_links_serialized("[unclosed") == ["[unclosed"]
 
 
@@ -127,6 +133,32 @@ def test_analysis_local_duplicate_and_language_paths(monkeypatch) -> None:
     assert payload["ml_errors"] == ["x"]
 
 
+def test_duplicate_detection_skips_empty_simhash(monkeypatch) -> None:
+    """SimHash-0 (untokenizable) pages must not be clustered together as duplicates."""
+    from website_profiling.analysis import local
+
+    monkeypatch.setattr(
+        local, "_import_rapidfuzz", lambda: types.SimpleNamespace(token_set_ratio=lambda a, b: 0)
+    )
+    # Force the two "blank" pages to SimHash 0 and the two real pages to share a hash.
+    monkeypatch.setattr(local, "simhash_64", lambda fp: 0 if "blank" in fp else 999)
+    # Fingerprints must be >= 20 chars to be considered (see compute_duplicate_groups).
+    df = pd.DataFrame(
+        [
+            {"url": "https://a.com/e1", "status": "200", "content_type": "text/html", "title": "blank placeholder page number one"},
+            {"url": "https://a.com/e2", "status": "200", "content_type": "text/html", "title": "blank placeholder page number two"},
+            {"url": "https://a.com/d1", "status": "200", "content_type": "text/html", "title": "real duplicate content body text here"},
+            {"url": "https://a.com/d2", "status": "200", "content_type": "text/html", "title": "real duplicate content body text here"},
+        ]
+    )
+    _groups, mapping, _w = local.compute_duplicate_groups(df, {"enable_duplicate_detection": "true"})
+    # The real duplicates are grouped together...
+    assert mapping.get("https://a.com/d1") == mapping.get("https://a.com/d2") is not None
+    # ...but the two SimHash-0 pages are NOT (they were skipped, not bucketed).
+    assert "https://a.com/e1" not in mapping
+    assert "https://a.com/e2" not in mapping
+
+
 def test_browser_diagnostics_pandas_and_aggregate_paths() -> None:
     from website_profiling.crawl.fetchers.browser_diagnostics import (
         _parse_page_analysis_cell,
diff --git a/tests/test_commands_page_gsc_unit.py b/tests/test_commands_page_gsc_unit.py
index 56acfd5f..5cd7c57f 100644
--- a/tests/test_commands_page_gsc_unit.py
+++ b/tests/test_commands_page_gsc_unit.py
@@ -330,6 +330,34 @@ def fake_run(url, cfg, **kwargs):
     assert out["ok"] is True
 
 
+def test_page_coach_cmd_malformed_env_does_not_crash(monkeypatch, capsys) -> None:
+    # A non-numeric / empty id (e.g. from an unvalidated request body) must
+    # degrade to None, not raise ValueError and crash the command.
+    from website_profiling.commands import page_coach_cmd
+
+    captured: dict = {}
+
+    def fake_run(url, cfg, **kwargs):
+        captured["kwargs"] = kwargs
+        return {"ok": True, "suggestions": []}
+
+    monkeypatch.setitem(
+        sys.modules,
+        "website_profiling.llm.page_coach",
+        types.SimpleNamespace(run_page_coach=fake_run),
+    )
+    monkeypatch.setenv("WP_PAGE_COACH_CURRENT", "live:abc")
+    monkeypatch.setenv("WP_PAGE_COACH_BASELINE", "snapshot:")
+
+    args = argparse.Namespace(url="https://example.com/page", refresh=False)
+    with pytest.raises(SystemExit) as exc:
+        page_coach_cmd.run({"start_url": "https://example.com"}, "/tmp", args)
+    assert exc.value.code == 0
+    assert captured["kwargs"]["current_type"] is None
+    assert captured["kwargs"]["current_id"] is None
+    assert captured["kwargs"]["baseline_id"] is None
+
+
 def test_page_coach_cmd_failure_exit(monkeypatch, capsys) -> None:
     from website_profiling.commands import page_coach_cmd
 
diff --git a/tests/test_common_analysis_commands_db_unit.py b/tests/test_common_analysis_commands_db_unit.py
index d2444668..82644927 100644
--- a/tests/test_common_analysis_commands_db_unit.py
+++ b/tests/test_common_analysis_commands_db_unit.py
@@ -929,6 +929,16 @@ class BadConn:
         def cursor(self):
             raise RuntimeError("cursor fail")
 
+        def transaction(self):
+            class CM:
+                def __enter__(self_non):
+                    return None
+
+                def __exit__(self_non, _t, _v, _tb):
+                    return False
+
+            return CM()
+
     class Ctx:
         def __enter__(self):
             return BadConn()
diff --git a/tests/test_content_analysis_coverage.py b/tests/test_content_analysis_coverage.py
index e61be94b..c75ddadc 100644
--- a/tests/test_content_analysis_coverage.py
+++ b/tests/test_content_analysis_coverage.py
@@ -92,6 +92,27 @@ def test_analyze_run_html_parallel_workers(monkeypatch: pytest.MonkeyPatch) -> N
     assert len(out) == 2
 
 
+def test_analyze_run_html_skips_failing_page(monkeypatch: pytest.MonkeyPatch) -> None:
+    # One page whose analysis raises must be skipped, not abort the whole batch.
+    rows = [
+        {"url": "https://good.com", "html": "<html>good</html>"},
+        {"url": "https://bad.com", "html": "<html>bad</html>"},
+    ]
+
+    def fake_analyze(html, **_k):
+        if "bad" in html:
+            raise ValueError("boom")
+        return {"word_count": 2}
+
+    monkeypatch.setattr(ca_batch, "analyze_page_html", fake_analyze)
+    monkeypatch.setattr(ca_batch, "iter_html_pages", lambda *_a, **_k: iter(rows))
+    out1 = ca_batch.analyze_run_html(MagicMock(), 1, workers=1)
+    assert [r["url"] for r in out1] == ["https://good.com"]
+    monkeypatch.setattr(ca_batch, "iter_html_pages", lambda *_a, **_k: iter(rows))
+    out2 = ca_batch.analyze_run_html(MagicMock(), 1, workers=2)
+    assert [r["url"] for r in out2] == ["https://good.com"]
+
+
 def test_iter_html_pages_paginates(monkeypatch: pytest.MonkeyPatch) -> None:
     chunks = [
         [{"url": "https://a.com", "html": "<html>a</html>"}] * 500,
diff --git a/tests/test_crawler_deep.py b/tests/test_crawler_deep.py
index e51f341d..841a665a 100644
--- a/tests/test_crawler_deep.py
+++ b/tests/test_crawler_deep.py
@@ -386,7 +386,9 @@ def _boom(_url):
     df = c.crawl(show_progress=False)
     assert len(df) == 1
     assert df.iloc[0]["status"] == "error"
-    assert df.iloc[0]["url"] is None
+    # The error row now carries the dequeued URL (so it persists to the DB in
+    # streaming mode too), rather than being url-less and silently dropped.
+    assert df.iloc[0]["url"] and "site.com" in str(df.iloc[0]["url"])
     assert "outlink_targets" in df.columns
 
 
@@ -445,6 +447,55 @@ def raise_if_failed(self) -> None:
     assert writer.enqueued and writer.enqueued[0]["url"] == "https://site.com"
 
 
+def test_crawl_streams_error_rows_to_db_writer(monkeypatch):
+    # Regression: an errored fetch must still be persisted to the DB in streaming
+    # mode (it previously got a url-less error row and was silently dropped).
+    import website_profiling.crawl.crawler as mod
+
+    monkeypatch.setattr(
+        "website_profiling.crawl.sitemap.discover_sitemap_urls",
+        lambda *_a, **_k: [],
+    )
+
+    enqueued: list[dict] = []
+
+    class FakeDbWriter:
+        def __init__(self, *_a, **_k) -> None:
+            pass
+
+        def start(self) -> None:
+            pass
+
+        def enqueue(self, record: dict) -> None:
+            enqueued.append(record)
+
+        def finish(self) -> None:
+            pass
+
+        def join(self) -> None:
+            return None
+
+        def raise_if_failed(self) -> None:
+            return None
+
+    monkeypatch.setattr(mod, "_CrawlDbWriter", FakeDbWriter)
+    c = mod.Crawler(
+        start_url="https://site.com",
+        ignore_robots=True,
+        use_wappalyzer=False,
+        concurrency=1,
+        max_pages=1,
+    )
+
+    def _boom(_url):
+        raise RuntimeError("worker exploded")
+
+    monkeypatch.setattr(c, "worker", _boom)
+    c.crawl(show_progress=False, stream_crawl_run_id=7, stream_batch_size=100)
+    assert enqueued and enqueued[0]["status"] == "error"
+    assert "site.com" in str(enqueued[0]["url"])
+
+
 def test_run_crawler_writes_json(monkeypatch, tmp_path):
     import website_profiling.crawl.crawler as mod
 
diff --git a/tests/test_fetchers_sitemap_config_unit.py b/tests/test_fetchers_sitemap_config_unit.py
index d53511ff..43f93436 100644
--- a/tests/test_fetchers_sitemap_config_unit.py
+++ b/tests/test_fetchers_sitemap_config_unit.py
@@ -297,6 +297,54 @@ def close(self):
     assert all("other.com" not in u for u in urls)
 
 
+def test_discover_sitemap_rejects_offorigin_nested_and_robots(monkeypatch):
+    # robots.txt and nested <sitemap><loc> entries are attacker-controllable;
+    # an off-origin sitemap URL must never be fetched (SSRF / scope escape).
+    from website_profiling.crawl.sitemap import discover_sitemap_urls
+
+    fetched: list[str] = []
+
+    class FakeResp:
+        def __init__(self, code, text):
+            self.status_code = code
+            self.text = text
+
+    class FakeSession:
+        headers = {}
+
+        def get(self, url, timeout=0):
+            fetched.append(url)
+            if url.endswith("/robots.txt"):
+                return FakeResp(
+                    200,
+                    "Sitemap: https://evil.com/evil.xml\n"
+                    "Sitemap: https://example.com/index.xml\n",
+                )
+            if url.endswith("/index.xml"):
+                return FakeResp(
+                    200,
+                    """<?xml version="1.0"?><sitemapindex xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
+                    <sitemap><loc>https://evil.com/nested.xml</loc></sitemap>
+                    <sitemap><loc>https://example.com/pages.xml</loc></sitemap></sitemapindex>""",
+                )
+            if url.endswith("/pages.xml"):
+                return FakeResp(
+                    200,
+                    """<?xml version="1.0"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
+                    <url><loc>https://example.com/p1</loc></url></urlset>""",
+                )
+            return FakeResp(404, "")
+
+        def close(self):
+            pass
+
+    monkeypatch.setattr("website_profiling.crawl.sitemap.requests.Session", lambda: FakeSession())
+    urls = discover_sitemap_urls("https://example.com", max_urls=10)
+    assert "https://example.com/p1" in urls
+    # Neither the robots-advertised nor the nested off-origin sitemap was fetched.
+    assert all("evil.com" not in u for u in fetched)
+
+
 def test_pip_install_browser_requirements_runs_subprocess(monkeypatch, tmp_path):
     from website_profiling.crawl.fetchers import browser_deps
 
diff --git a/tests/test_historical_keywords_crawl_store_unit.py b/tests/test_historical_keywords_crawl_store_unit.py
index c9e86eb3..b4bc4966 100644
--- a/tests/test_historical_keywords_crawl_store_unit.py
+++ b/tests/test_historical_keywords_crawl_store_unit.py
@@ -283,6 +283,61 @@ def test_write_nodes_variants(monkeypatch):
     assert captured["n"] == 1
 
 
+def test_historical_read_table_failure_isolated(monkeypatch, capsys):
+    """A failing table read is rolled back and must not poison later reads."""
+    from website_profiling.db import historical as h
+
+    class IsoConn:
+        def __init__(self):
+            self.n = 0
+
+        def cursor(self_conn):
+            class IsoCursor:
+                def execute(self_cur, _sql):
+                    self_conn.n += 1
+                    if self_conn.n == 1:
+                        raise RuntimeError("relation does not exist")
+                    return None
+
+                def fetchall(self_cur):
+                    return [{"id": 7}]
+
+            cur = IsoCursor()
+
+            class CM:
+                def __enter__(self_non):
+                    return cur
+
+                def __exit__(self_non, _t, _v, _tb):
+                    return False
+
+            return CM()
+
+        def transaction(self_conn):
+            class CM:
+                def __enter__(self_non):
+                    return None
+
+                def __exit__(self_non, _t, _v, _tb):
+                    return False
+
+            return CM()
+
+    class Ctx:
+        def __enter__(self):
+            return IsoConn()
+
+        def __exit__(self, _t, _v, _tb):
+            return False
+
+    monkeypatch.setattr(h, "db_session", lambda: Ctx())
+    data = h.read_historical_data()
+    # First table failed (left empty), but later tables were still read.
+    assert data["report_payload"] == []
+    assert any(rows for t, rows in data.items() if t != "report_payload")
+    assert "could not read historical table" in capsys.readouterr().err
+
+
 def test_historical_read_and_restore(monkeypatch):
     from website_profiling.db import historical as h
 
@@ -318,6 +373,16 @@ def execute(self, _sql, _p=None):
         def commit(self):
             self.commits += 1
 
+        def transaction(self):
+            class CM:
+                def __enter__(self_non):
+                    return None
+
+                def __exit__(self_non, _t, _v, _tb):
+                    return False
+
+            return CM()
+
     class Ctx:
         def __enter__(self):
             return HistConn()
diff --git a/tests/test_mcp_http_server.py b/tests/test_mcp_http_server.py
index 62097411..c33fd390 100644
--- a/tests/test_mcp_http_server.py
+++ b/tests/test_mcp_http_server.py
@@ -542,10 +542,20 @@ def test_origin_allowed_url_and_hostname_patterns() -> None:
         "https://audit.example.com",
         ["https://audit.example.com"],
     )
+    # A bare hostname pattern matches the exact host only...
     assert http_server._origin_allowed(
-        "https://app.example.com",
+        "https://example.com",
         ["example.com"],
     )
+    # ...and must NOT be widened into a subdomain wildcard.
+    assert not http_server._origin_allowed(
+        "https://evil.example.com",
+        ["example.com"],
+    )
+    # Explicit wildcard patterns match the apex and any subdomain.
+    assert http_server._origin_allowed("https://app.example.com", ["*.example.com"])
+    assert http_server._origin_allowed("https://example.com", ["*.example.com"])
+    assert not http_server._origin_allowed("https://app.other.com", ["*.example.com"])
     assert not http_server._origin_allowed(
         "https://evil.example.net",
         ["https://audit.example.com"],
@@ -587,6 +597,78 @@ async def capture_send(message: dict) -> None:
     asyncio.run(run())
 
 
+def test_remote_access_middleware_origin_fallback_rejects_cross_host() -> None:
+    # No explicit allowed_origins: a browser Origin from a host that is not an
+    # allowed host must still be rejected (transport-level Origin protection is
+    # delegated to the middleware).
+    app = AsyncMock()
+    middleware = http_server.RemoteAccessMiddleware(app)
+
+    async def run() -> None:
+        sent: list[dict] = []
+
+        async def capture_send(message: dict) -> None:
+            sent.append(message)
+
+        with patch(
+            "website_profiling.mcp.http_server.load_mcp_http_settings",
+            return_value=McpHttpSettings(
+                token="secret-token",
+                allowed_hosts=["audit.example.com"],
+                allowed_origins=[],
+            ),
+        ):
+            await middleware(
+                {
+                    "type": "http",
+                    "headers": [
+                        (b"host", b"audit.example.com"),
+                        (b"authorization", b"Bearer secret-token"),
+                        (b"origin", b"https://evil.example.net"),
+                    ],
+                },
+                AsyncMock(),
+                capture_send,
+            )
+
+        assert sent[0]["status"] == 403
+        app.assert_not_called()
+
+    asyncio.run(run())
+
+
+def test_remote_access_middleware_origin_fallback_allows_same_host() -> None:
+    # Same-host browser Origin is allowed even without explicit allowed_origins.
+    app = AsyncMock()
+    middleware = http_server.RemoteAccessMiddleware(app)
+
+    async def run() -> None:
+        with patch(
+            "website_profiling.mcp.http_server.load_mcp_http_settings",
+            return_value=McpHttpSettings(
+                token="secret-token",
+                allowed_hosts=["audit.example.com"],
+                allowed_origins=[],
+            ),
+        ):
+            await middleware(
+                {
+                    "type": "http",
+                    "headers": [
+                        (b"host", b"audit.example.com"),
+                        (b"authorization", b"Bearer secret-token"),
+                        (b"origin", b"https://audit.example.com"),
+                    ],
+                },
+                AsyncMock(),
+                AsyncMock(),
+            )
+
+        app.assert_called_once()
+
+    asyncio.run(run())
+
+
 def test_transport_security_public_env_only() -> None:
     with patch(
         "website_profiling.mcp.http_server.load_mcp_http_settings",
@@ -601,7 +683,7 @@ def test_host_allowed_wildcard_nomatch_then_exact() -> None:
 
 def test_origin_allowed_http_nomatch_then_hostname() -> None:
     assert http_server._origin_allowed(
-        "https://app.example.com",
+        "https://example.com",
         ["https://other.example.com", "example.com"],
     )
 
diff --git a/tests/tools/test_agent_readiness_coverage.py b/tests/tools/test_agent_readiness_coverage.py
index 1bbd2133..d8c5a0c5 100644
--- a/tests/tools/test_agent_readiness_coverage.py
+++ b/tests/tools/test_agent_readiness_coverage.py
@@ -7,7 +7,7 @@
 import pandas as pd
 import pytest
 
-from website_profiling.tools.audit_tools import agent_readiness as ar_mod
+from website_profiling.tools.audit_tools.geo import agent_readiness as ar_mod
 from website_profiling.tools.audit_tools.context import AuditToolContext as Ctx
 from website_profiling.tools.audit_tools._aeo_helpers import (
     count_tokens,
@@ -582,12 +582,12 @@ def raise_on_call(domain):
 
     with patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), \
          patch.object(Ctx, "load_crawl_df", return_value=_empty_df()), \
-         patch("website_profiling.tools.audit_tools.agent_readiness._fetch_agents_md", side_effect=raise_on_call), \
-         patch("website_profiling.tools.audit_tools.agent_readiness._fetch_llms_txt", side_effect=raise_on_call), \
-         patch("website_profiling.tools.audit_tools.agent_readiness._score_robots_ai_access", side_effect=raise_on_call), \
-         patch("website_profiling.tools.audit_tools.agent_readiness._fetch_skill_md", side_effect=raise_on_call), \
-         patch("website_profiling.tools.audit_tools.agent_readiness._fetch_agent_permissions", side_effect=raise_on_call), \
-         patch("website_profiling.tools.audit_tools.agent_readiness._score_meta_signals", side_effect=raise_on_call):
+         patch("website_profiling.tools.audit_tools.geo.agent_readiness._fetch_agents_md", side_effect=raise_on_call), \
+         patch("website_profiling.tools.audit_tools.geo.agent_readiness._fetch_llms_txt", side_effect=raise_on_call), \
+         patch("website_profiling.tools.audit_tools.geo.agent_readiness._score_robots_ai_access", side_effect=raise_on_call), \
+         patch("website_profiling.tools.audit_tools.geo.agent_readiness._fetch_skill_md", side_effect=raise_on_call), \
+         patch("website_profiling.tools.audit_tools.geo.agent_readiness._fetch_agent_permissions", side_effect=raise_on_call), \
+         patch("website_profiling.tools.audit_tools.geo.agent_readiness._score_meta_signals", side_effect=raise_on_call):
         result = ar_mod.get_agent_readiness_score(conn, ctx, {})
     assert "percentage" in result
 
diff --git a/tests/tools/test_audit_tools.py b/tests/tools/test_audit_tools.py
index 7f9da2e9..fd4db666 100644
--- a/tests/tools/test_audit_tools.py
+++ b/tests/tools/test_audit_tools.py
@@ -9,7 +9,7 @@
 from website_profiling.tools.audit_tools import AuditToolContext, dispatch_tool
 from website_profiling.tools.audit_tools.context import AuditToolContext as Ctx
 from website_profiling.tools.audit_tools.registry import TOOL_DEFINITIONS, openai_tools_schema
-from website_profiling.tools.audit_tools.report import (
+from website_profiling.tools.audit_tools.report.report import (
     get_category_scores,
     get_report_summary,
     list_issues,
@@ -93,7 +93,7 @@ def test_dispatch_via_db_session() -> None:
     with patch("website_profiling.tools.audit_tools.registry.db_session") as mock_sess:
         mock_sess.return_value.__enter__.return_value = conn
         with patch(
-            "website_profiling.tools.audit_tools.properties.list_properties_public",
+            "website_profiling.tools.audit_tools.portfolio.properties.list_properties_public",
             return_value=[],
         ):
             result = dispatch_tool("list_properties", {})
@@ -193,20 +193,20 @@ def test_get_report_summary_and_categories() -> None:
 def test_properties_tools() -> None:
     conn = MagicMock()
     with patch(
-        "website_profiling.tools.audit_tools.properties.list_properties_public",
+        "website_profiling.tools.audit_tools.portfolio.properties.list_properties_public",
         return_value=[{"id": 1}],
     ):
         assert dispatch_tool("list_properties", {}, conn=conn)["count"] == 1
 
     with patch(
-        "website_profiling.tools.audit_tools.properties.get_property_by_id",
+        "website_profiling.tools.audit_tools.portfolio.properties.get_property_by_id",
         return_value=None,
     ):
         missing = dispatch_tool("get_property", {"property_id": 9}, conn=conn)
     assert "not found" in missing["error"]
 
     with patch(
-        "website_profiling.tools.audit_tools.properties.get_property_by_id",
+        "website_profiling.tools.audit_tools.portfolio.properties.get_property_by_id",
         return_value={"id": 1, "name": "ex.com", "canonical_domain": "ex.com"},
     ):
         ok = dispatch_tool("get_property", {"property_id": 1}, conn=conn)
@@ -229,7 +229,7 @@ def test_crawl_tools() -> None:
     with patch.object(Ctx, "load_crawl_df", return_value=pd.DataFrame()), patch.object(
         Ctx, "load_payload", return_value=_sample_payload(),
     ), patch(
-        "website_profiling.tools.audit_tools.crawl.slice_from_google_row",
+        "website_profiling.tools.audit_tools.crawl.crawl.slice_from_google_row",
         return_value={"gsc": {"clicks": 1}},
     ):
         detail = dispatch_tool(
@@ -339,7 +339,7 @@ def test_lighthouse_keywords_google_health() -> None:
     with patch.object(Ctx, "load_crawl_df", return_value=df), patch.object(
         Ctx, "load_payload", return_value=_sample_payload(),
     ), patch(
-        "website_profiling.tools.audit_tools.crawl.slice_from_google_row",
+        "website_profiling.tools.audit_tools.crawl.crawl.slice_from_google_row",
         return_value={},
     ):
         found = dispatch_tool(
diff --git a/tests/tools/test_audit_tools_batch100_coverage.py b/tests/tools/test_audit_tools_batch100_coverage.py
index 27572834..e310e6f6 100644
--- a/tests/tools/test_audit_tools_batch100_coverage.py
+++ b/tests/tools/test_audit_tools_batch100_coverage.py
@@ -8,17 +8,17 @@
 import pytest
 import requests
 
-from website_profiling.tools.audit_tools import crawl as crawl_mod
+from website_profiling.tools.audit_tools.crawl import crawl as crawl_mod
 from website_profiling.tools.audit_tools.context import AuditToolContext as Ctx
-from website_profiling.tools.audit_tools import issue_lists as issue_mod
-from website_profiling.tools.audit_tools import google_lists as google_mod
-from website_profiling.tools.audit_tools import keyword_lists as kw_mod
-from website_profiling.tools.audit_tools import backlink_lists as bl_mod
-from website_profiling.tools.audit_tools import content_lists as content_mod
-from website_profiling.tools.audit_tools import link_lists as link_mod
-from website_profiling.tools.audit_tools import indexation_lists as idx_mod
-from website_profiling.tools.audit_tools import compare_list_tools as cmp_mod
-from website_profiling.tools.audit_tools import geo_list_tools as geo_list_mod
+from website_profiling.tools.audit_tools.issues import issue_lists as issue_mod
+from website_profiling.tools.audit_tools.google import google_lists as google_mod
+from website_profiling.tools.audit_tools.keywords import keyword_lists as kw_mod
+from website_profiling.tools.audit_tools.backlinks import backlink_lists as bl_mod
+from website_profiling.tools.audit_tools.content import content_lists as content_mod
+from website_profiling.tools.audit_tools.links import link_lists as link_mod
+from website_profiling.tools.audit_tools.indexation import indexation_lists as idx_mod
+from website_profiling.tools.audit_tools.compare import compare_list_tools as cmp_mod
+from website_profiling.tools.audit_tools.geo import geo_list_tools as geo_list_mod
 
 
 @pytest.fixture
@@ -723,7 +723,7 @@ def test_keyword_lists_all_paths(conn: MagicMock, ctx: Ctx) -> None:
     prior = _prior_keywords()
     payload = _payload()
     with patch.object(Ctx, "load_keywords", return_value=kw), patch.object(Ctx, "load_payload", return_value=payload), patch(
-        "website_profiling.tools.audit_tools.keyword_lists.read_keyword_snapshots_for_property",
+        "website_profiling.tools.audit_tools.keywords.keyword_lists.read_keyword_snapshots_for_property",
         return_value=[kw, prior],
     ):
         assert kw_mod.list_keyword_rank_improvements(conn, ctx, {})["total"] >= 1
@@ -740,6 +740,8 @@ def test_keyword_lists_all_paths(conn: MagicMock, ctx: Ctx) -> None:
         assert kw_mod.get_keyword_opportunity_score(conn, ctx, {"keyword": "widgets"})["opportunity_score"] > 0
         assert kw_mod.list_keywords_near_page_one(conn, ctx, {})["total"] >= 1
         assert kw_mod.list_keywords_high_impression_zero_click(conn, ctx, {})["total"] >= 1
+        # Non-numeric threshold must fall back to the default (no crash).
+        assert kw_mod.list_keywords_high_impression_zero_click(conn, ctx, {"min_impressions": "bad"})["total"] >= 0
         assert kw_mod.list_keywords_by_competition_band(conn, ctx, {})["total"] >= 1
         assert kw_mod.get_keyword_serp_snapshot(conn, ctx, {"keyword": "widgets"})["keyword"] == "widgets"
         assert kw_mod.list_keywords_with_ai_overview(conn, ctx, {})["total"] >= 1
@@ -751,7 +753,7 @@ def test_keyword_lists_all_paths(conn: MagicMock, ctx: Ctx) -> None:
         assert kw_mod.list_cannibalisation_queries(conn, ctx, {})["missing"] is True
 
     with patch.object(Ctx, "load_keywords", return_value={"rows": []}), patch(
-        "website_profiling.tools.audit_tools.keyword_lists.read_keyword_snapshots_for_property",
+        "website_profiling.tools.audit_tools.keywords.keyword_lists.read_keyword_snapshots_for_property",
         return_value=[{"rows": []}],
     ):
         assert kw_mod.list_keyword_rank_improvements(conn, ctx, {})["missing"] is True
@@ -889,12 +891,12 @@ def test_indexation_lists_all_paths(conn: MagicMock, ctx: Ctx) -> None:
     no_prop = Ctx(property_id=None, report_id=1)
     assert idx_mod.list_log_paths_by_hits(conn, no_prop, {})["error"]
 
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=None):
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=None):
         assert idx_mod.list_log_paths_by_hits(conn, ctx, {})["missing"] is True
 
     log = _log_row()
     orphan_payload = {**payload, "orphan_urls": ["https://ex.com/orphan"]}
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=log), patch.object(
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=log), patch.object(
         Ctx, "load_payload", return_value=orphan_payload,
     ):
         assert idx_mod.list_log_paths_by_hits(conn, ctx, {})["total"] >= 1
@@ -902,7 +904,7 @@ def test_indexation_lists_all_paths(conn: MagicMock, ctx: Ctx) -> None:
         assert idx_mod.list_log_googlebot_low_crawl(conn, ctx, {"min_hits": "bad"})["total"] >= 0
         assert idx_mod.list_log_orphan_high_traffic(conn, ctx, {"min_hits": "bad"})["total"] >= 0
 
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=log), patch.object(
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=log), patch.object(
         Ctx, "load_payload", return_value={"orphan_urls": []},
     ):
         assert idx_mod.list_log_orphan_high_traffic(conn, ctx, {})["note"]
@@ -917,7 +919,7 @@ def test_indexation_lists_all_paths(conn: MagicMock, ctx: Ctx) -> None:
 
 def test_compare_list_tools_all_paths(conn: MagicMock, ctx: Ctx) -> None:
     err = {"error": "baseline required"}
-    with patch("website_profiling.tools.audit_tools.compare_list_tools.load_compare_pair", return_value=(None, None, None, None, err)):
+    with patch("website_profiling.tools.audit_tools.compare.compare_list_tools.load_compare_pair", return_value=(None, None, None, None, err)):
         assert cmp_mod.list_compare_new_issues(conn, ctx, {})["error"]
         assert cmp_mod.list_compare_resolved_issues(conn, ctx, {})["error"]
         assert cmp_mod.list_compare_new_urls(conn, ctx, {})["error"]
@@ -926,7 +928,7 @@ def test_compare_list_tools_all_paths(conn: MagicMock, ctx: Ctx) -> None:
         assert cmp_mod.list_compare_traffic_losers(conn, ctx, {})["error"]
 
     current, baseline = _compare_current(), _compare_baseline()
-    with patch("website_profiling.tools.audit_tools.compare_list_tools.load_compare_pair", return_value=(current, baseline, 2, 1, None)):
+    with patch("website_profiling.tools.audit_tools.compare.compare_list_tools.load_compare_pair", return_value=(current, baseline, 2, 1, None)):
         assert cmp_mod.list_compare_new_issues(conn, ctx, {})["total"] >= 0
         assert cmp_mod.list_compare_resolved_issues(conn, ctx, {})["total"] >= 0
         assert cmp_mod.list_compare_new_urls(conn, ctx, {})["total"] >= 1
@@ -938,7 +940,7 @@ def test_compare_list_tools_all_paths(conn: MagicMock, ctx: Ctx) -> None:
     no_google.pop("google")
     base_no_google = dict(baseline)
     base_no_google.pop("google")
-    with patch("website_profiling.tools.audit_tools.compare_list_tools.load_compare_pair", return_value=(no_google, base_no_google, 2, 1, None)), patch.object(
+    with patch("website_profiling.tools.audit_tools.compare.compare_list_tools.load_compare_pair", return_value=(no_google, base_no_google, 2, 1, None)), patch.object(
         Ctx, "load_google_full", return_value=None,
     ), patch.object(Ctx, "load_google", return_value=None):
         assert cmp_mod.list_compare_traffic_losers(conn, ctx, {})["missing"] is True
@@ -956,14 +958,14 @@ def test_geo_list_tools_all_paths(conn: MagicMock, ctx: Ctx) -> None:
         assert geo_list_mod.list_pages_ai_citation_signals(conn, ctx, {"min_score": "bad"})["total"] >= 1
 
     with patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch(
-        "website_profiling.tools.audit_tools.geo_list_tools._fetch_llms_txt",
+        "website_profiling.tools.audit_tools.geo.geo_list_tools._fetch_llms_txt",
         return_value={"found": False},
     ):
         assert geo_list_mod.list_pages_missing_llms_txt_reference(conn, ctx, {})["missing"] is True
 
     llms = {"found": True, "url": "https://ex.com/llms.txt", "preview": "https://ex.com/\nMore docs"}
     with patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch(
-        "website_profiling.tools.audit_tools.geo_list_tools._fetch_llms_txt", return_value=llms,
+        "website_profiling.tools.audit_tools.geo.geo_list_tools._fetch_llms_txt", return_value=llms,
     ), patch.object(Ctx, "load_payload", return_value=payload), patch.object(Ctx, "load_crawl_df", return_value=df):
         missing = geo_list_mod.list_pages_missing_llms_txt_reference(conn, ctx, {})
         assert missing["total"] >= 1
@@ -983,11 +985,11 @@ def test_geo_list_tools_all_paths(conn: MagicMock, ctx: Ctx) -> None:
     ):
         assert geo_list_mod.list_robots_blocked_ai_crawlers(conn, ctx, {})["missing"] is True
 
-    with patch("website_profiling.tools.audit_tools.geo_list_tools.requests.get", side_effect=requests.RequestException("fail")):
+    with patch("website_profiling.tools.audit_tools.geo.geo_list_tools.requests.get", side_effect=requests.RequestException("fail")):
         assert geo_list_mod._parse_robots_txt("ex.com") == ""
 
     mock_resp = MagicMock(status_code=404, text="")
-    with patch("website_profiling.tools.audit_tools.geo_list_tools.requests.get", return_value=mock_resp):
+    with patch("website_profiling.tools.audit_tools.geo.geo_list_tools.requests.get", return_value=mock_resp):
         assert geo_list_mod._parse_robots_txt("ex.com") == ""
 
 
@@ -1143,7 +1145,7 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
     # keyword_lists gaps
     kw = _keyword_data()
     with patch.object(Ctx, "load_keywords", return_value=None), patch(
-        "website_profiling.tools.audit_tools.keyword_lists.read_keyword_snapshots_for_property",
+        "website_profiling.tools.audit_tools.keywords.keyword_lists.read_keyword_snapshots_for_property",
         return_value=[kw],
     ):
         cur, prior = kw_mod._load_keyword_pair(ctx, conn)
@@ -1175,7 +1177,7 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
         assert kw_mod._pair_delta_tool(conn, ctx, {}, builder=lambda a, b: [], item_key="keywords")["missing"] is True
 
     with patch.object(Ctx, "load_keywords", return_value={"rows": []}), patch(
-        "website_profiling.tools.audit_tools.keyword_lists.read_keyword_snapshots_for_property",
+        "website_profiling.tools.audit_tools.keywords.keyword_lists.read_keyword_snapshots_for_property",
         return_value=[],
     ):
         assert kw_mod._load_keyword_pair(ctx, conn) == ({"rows": []}, None)
@@ -1203,7 +1205,7 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
         assert bl_mod.list_backlinks_to_url(conn, ctx, {"url": "https://ex.com"})["missing"] is True
         assert bl_mod.list_backlinks_from_domain(conn, ctx, {"domain": "x.com"})["missing"] is True
         assert bl_mod.get_anchor_text_distribution(conn, ctx, {})["missing"] is True
-    with patch("website_profiling.tools.audit_tools.backlink_lists.urlparse", side_effect=ValueError("bad")):
+    with patch("website_profiling.tools.audit_tools.backlinks.backlink_lists.urlparse", side_effect=ValueError("bad")):
         assert bl_mod._norm_domain("bad://") == "bad://"
 
     # content_lists gaps
@@ -1287,7 +1289,7 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
             "status_counts": {"500": 12, "503": 3},
         },
     }
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=log_non_list), patch.object(
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=log_non_list), patch.object(
         Ctx, "load_payload", return_value=_payload(),
     ):
         assert idx_mod.list_log_paths_by_hits(conn, ctx, {})["total"] == 0
@@ -1305,7 +1307,7 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
             "googlebot_paths": [{"path": "/orphan", "hits": 0}],
         },
     }
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=log_row), patch.object(
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=log_row), patch.object(
         Ctx, "load_payload", return_value=orphan_log,
     ):
         assert idx_mod.list_log_orphan_high_traffic(conn, ctx, {})["total"] >= 1
@@ -1326,7 +1328,7 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
         gaps = idx_mod.list_hreflang_reciprocal_gaps(conn, ctx, {})
         assert gaps["total"] >= 1
 
-    with patch("website_profiling.tools.audit_tools.indexation_lists.url_to_path", side_effect=RuntimeError("bad")):
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists.url_to_path", side_effect=RuntimeError("bad")):
         assert idx_mod._norm_path("https://ex.com/x") == "https://ex.com/x"
 
     # compare_list_tools line 156 (skip non-losers)
@@ -1338,7 +1340,7 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
         "report_generated_at": "2026-05-01",
         "google": {"gsc_full": {"pages": [{"page": "https://ex.com/win", "clicks": 10, "impressions": 50}]}},
     }
-    with patch("website_profiling.tools.audit_tools.compare_list_tools.load_compare_pair", return_value=(winner_current, winner_baseline, 2, 1, None)):
+    with patch("website_profiling.tools.audit_tools.compare.compare_list_tools.load_compare_pair", return_value=(winner_current, winner_baseline, 2, 1, None)):
         losers = cmp_mod.list_compare_traffic_losers(conn, ctx, {})
         assert losers["total"] == 0
 
@@ -1356,7 +1358,7 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
 
     assert geo_list_mod._parse_robots_txt("") == ""
     ok_resp = MagicMock(status_code=200, text="User-agent: *\nAllow: /\n# comment\nUser-agent: ClaudeBot\nDisallow: /")
-    with patch("website_profiling.tools.audit_tools.geo_list_tools.requests.get", return_value=ok_resp):
+    with patch("website_profiling.tools.audit_tools.geo.geo_list_tools.requests.get", return_value=ok_resp):
         robots = geo_list_mod._parse_robots_txt("ex.com")
         assert "User-agent" in robots
         assert geo_list_mod._agent_blocked(robots, "ClaudeBot") is True
@@ -1467,12 +1469,12 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
         idx_mod.list_indexation_submitted_not_indexed(conn, ctx, {})
         idx_mod.list_crawl_urls_not_in_sitemap(conn, ctx, {})
 
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=_log_row()), patch.object(
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=_log_row()), patch.object(
         Ctx, "load_payload", return_value=_payload(),
     ):
         assert idx_mod.list_log_googlebot_low_crawl(conn, ctx, {"min_hits": "bad"})["paths"] is not None
 
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=_log_row()), patch.object(
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=_log_row()), patch.object(
         Ctx, "load_payload", return_value=None,
     ):
         assert idx_mod.list_log_orphan_high_traffic(conn, ctx, {})["error"]
@@ -1630,7 +1632,7 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
         assert idx_mod.list_indexation_indexed_not_submitted(conn, ctx, {})["error"]
         assert idx_mod.list_crawl_urls_not_in_sitemap(conn, ctx, {})["error"]
 
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=_log_row()):
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=_log_row()):
         assert idx_mod.list_log_5xx_paths(conn, Ctx(property_id=None, report_id=1), {})["error"]
         assert idx_mod.list_log_googlebot_low_crawl(conn, Ctx(property_id=None, report_id=1), {})["error"]
 
@@ -1644,12 +1646,12 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
         **_payload(),
         "links": [{"url": "https://ex.com/crawled"}, {"url": "https://ex.com/popular"}],
     }
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=bot_log), patch.object(
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=bot_log), patch.object(
         Ctx, "load_payload", return_value=bot_payload,
     ):
         assert idx_mod.list_log_googlebot_low_crawl(conn, ctx, {"min_hits": 20, "max_googlebot_hits": 5})["total"] == 0
 
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=_log_row()):
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=_log_row()):
         assert idx_mod.list_log_orphan_high_traffic(conn, Ctx(property_id=None, report_id=1), {})["error"]
 
     orphan_payload = {
@@ -1661,7 +1663,7 @@ def test_batch100_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
             "top_paths": ["skip", {"path": "/orphan", "hits": 50}],
         },
     }
-    with patch("website_profiling.tools.audit_tools.indexation_lists._load_log_analysis", return_value=orphan_log2), patch.object(
+    with patch("website_profiling.tools.audit_tools.indexation.indexation_lists._load_log_analysis", return_value=orphan_log2), patch.object(
         Ctx, "load_payload", return_value=orphan_payload,
     ):
         assert idx_mod.list_log_orphan_high_traffic(conn, ctx, {})["total"] >= 1
diff --git a/tests/tools/test_audit_tools_coverage.py b/tests/tools/test_audit_tools_coverage.py
index ec482165..41a95b25 100644
--- a/tests/tools/test_audit_tools_coverage.py
+++ b/tests/tools/test_audit_tools_coverage.py
@@ -9,18 +9,18 @@
 
 from website_profiling.tools.audit_tools import _slice, dispatch_tool
 from website_profiling.tools.audit_tools.context import AuditToolContext as Ctx
-from website_profiling.tools.audit_tools import compare as compare_mod
-from website_profiling.tools.audit_tools import crawl as crawl_mod
-from website_profiling.tools.audit_tools import keywords as kw_mod
-from website_profiling.tools.audit_tools import report as report_mod
-from website_profiling.tools.audit_tools import health as health_mod
-from website_profiling.tools.audit_tools import google as google_mod
-from website_profiling.tools.audit_tools import lighthouse as lh_mod
-from website_profiling.tools.audit_tools import links as links_mod
-from website_profiling.tools.audit_tools import backlinks as bl_mod
-from website_profiling.tools.audit_tools import content as content_mod
-from website_profiling.tools.audit_tools import issues as issues_mod
-from website_profiling.tools.audit_tools import schema as schema_mod
+from website_profiling.tools.audit_tools.compare import compare as compare_mod
+from website_profiling.tools.audit_tools.crawl import crawl as crawl_mod
+from website_profiling.tools.audit_tools.keywords import keywords as kw_mod
+from website_profiling.tools.audit_tools.report import report as report_mod
+from website_profiling.tools.audit_tools.portfolio import health as health_mod
+from website_profiling.tools.audit_tools.google import google as google_mod
+from website_profiling.tools.audit_tools.performance import lighthouse as lh_mod
+from website_profiling.tools.audit_tools.links import links as links_mod
+from website_profiling.tools.audit_tools.backlinks import backlinks as bl_mod
+from website_profiling.tools.audit_tools.content import content as content_mod
+from website_profiling.tools.audit_tools.issues import issues as issues_mod
+from website_profiling.tools.audit_tools.schema import schema as schema_mod
 
 
 def test_slice_edge_cases() -> None:
@@ -111,14 +111,14 @@ def test_crawl_lighthouse_links(conn: MagicMock | None = None) -> None:
     with patch.object(Ctx, "load_payload", return_value={}):
         assert links_mod.list_orphan_pages(conn, ctx, {})["error"]
     with patch.object(Ctx, "load_payload", return_value={"lighthouse_by_url": {}}), patch(
-        "website_profiling.tools.audit_tools.lighthouse.read_lighthouse_page_summaries", return_value={},
+        "website_profiling.tools.audit_tools.performance.lighthouse.read_lighthouse_page_summaries", return_value={},
     ):
         assert lh_mod.get_lighthouse_for_url(conn, ctx, {"url": "https://ex.com"})["error"]
 
 
 def test_security_workflow_backlinks() -> None:
-    from website_profiling.tools.audit_tools import security as sec_mod
-    from website_profiling.tools.audit_tools import workflow as wf_mod
+    from website_profiling.tools.audit_tools.security import security as sec_mod
+    from website_profiling.tools.audit_tools.ops import workflow as wf_mod
 
     conn = MagicMock()
     payload = {"security_findings": [{"url": "u", "severity": "High", "finding_type": "x", "message": "m"}]}
@@ -132,8 +132,15 @@ def test_security_workflow_backlinks() -> None:
     row = ("k", "u", "c", "Low", "m", "open", None, None, now)
     conn.execute = MagicMock(return_value=MagicMock(fetchall=MagicMock(return_value=[row])))
     ctx2 = Ctx(property_id=1)
-    assert wf_mod.list_issue_workflow(conn, ctx2, {"status": "closed"})["count"] == 0
+    # The status filter is now applied in SQL (before LIMIT), not in Python, so the
+    # predicate must be present in the query and bound as a parameter.
+    wf_mod.list_issue_workflow(conn, ctx2, {"status": "closed"})
+    called_sql, called_params = conn.execute.call_args[0][0], conn.execute.call_args[0][1]
+    assert "AND status = %s" in called_sql
+    assert "closed" in called_params
+    # No status filter → no status clause; the row is returned as-is.
     assert wf_mod.list_issue_workflow(conn, ctx2, {"limit": "bad"})["count"] == 1
+    assert "AND status = %s" not in conn.execute.call_args[0][0]
 
     with patch.object(Ctx, "load_gsc_links", return_value=None):
         assert bl_mod.get_gsc_links_summary(conn, Ctx(property_id=1), {})["missing"]
@@ -164,17 +171,17 @@ def test_misc_dispatch() -> None:
     conn = MagicMock()
     ctx = Ctx(property_id=None)
     assert dispatch_tool("get_integration_alerts", {}, context=ctx, conn=conn)["error"]
-    with patch("website_profiling.tools.audit_tools.ops.check_all_alerts", return_value=[]):
+    with patch("website_profiling.tools.audit_tools.ops.ops.check_all_alerts", return_value=[]):
         assert dispatch_tool("get_integration_alerts", {"property_id": 1}, context=Ctx(property_id=1), conn=conn)["count"] == 0
 
 
 def test_remaining_module_paths() -> None:
-    from website_profiling.tools.audit_tools import backlinks as bl
-    from website_profiling.tools.audit_tools import links as links_mod
-    from website_profiling.tools.audit_tools import content as ct
-    from website_profiling.tools.audit_tools import indexation_tools as idx
-    from website_profiling.tools.audit_tools import international as intl
-    from website_profiling.tools.audit_tools import tech as tech_mod
+    from website_profiling.tools.audit_tools.backlinks import backlinks as bl
+    from website_profiling.tools.audit_tools.links import links as links_mod
+    from website_profiling.tools.audit_tools.content import content as ct
+    from website_profiling.tools.audit_tools.indexation import indexation_tools as idx
+    from website_profiling.tools.audit_tools.indexation import international as intl
+    from website_profiling.tools.audit_tools.tech import tech as tech_mod
 
     conn = MagicMock()
     ctx = Ctx(property_id=1)
@@ -246,9 +253,9 @@ def test_remaining_module_paths() -> None:
 
     lh_payload = {"lighthouse_summary": None, "lighthouse_diagnostics": "x", "lighthouse_by_url": "x", "crux_summary": {"ok": True}}
     with patch.object(Ctx, "load_payload", return_value=lh_payload), patch(
-        "website_profiling.tools.audit_tools.lighthouse.read_lighthouse_summary", return_value={"p": 1},
+        "website_profiling.tools.audit_tools.performance.lighthouse.read_lighthouse_summary", return_value={"p": 1},
     ), patch(
-        "website_profiling.tools.audit_tools.lighthouse.read_lighthouse_page_summaries", return_value={"u": {"performance": 30}},
+        "website_profiling.tools.audit_tools.performance.lighthouse.read_lighthouse_page_summaries", return_value={"u": {"performance": 30}},
     ):
         assert lh_mod.get_lighthouse_summary(conn, ctx, {})["pages_audited"] == 1
         assert lh_mod.get_lighthouse_diagnostics(conn, ctx, {})["total"] == 0
@@ -292,19 +299,19 @@ def test_remaining_module_paths() -> None:
         assert health_mod.list_report_history(fake2, Ctx(property_id=1), {"limit": "bad"})["count"] == 0
 
     assert bl.get_gsc_links_import_status(conn, Ctx(property_id=1), {})  # patched in expanded tests
-    with patch("website_profiling.tools.audit_tools.backlinks.read_gsc_links_status", return_value={"hasData": False}):
+    with patch("website_profiling.tools.audit_tools.backlinks.backlinks.read_gsc_links_status", return_value={"hasData": False}):
         assert bl.get_gsc_links_import_status(conn, Ctx(property_id=1), {})["hasData"] is False
 
 
 def test_new_tools_coverage() -> None:
-    from website_profiling.tools.audit_tools import backlinks as bl_mod
-    from website_profiling.tools.audit_tools import charts as charts_mod
-    from website_profiling.tools.audit_tools import indexation_tools as idx_mod
-    from website_profiling.tools.audit_tools import compare_helpers as ch_mod
-    from website_profiling.tools.audit_tools import compare_slices as cs_mod
-    from website_profiling.tools.audit_tools import onpage as onpage_mod
-    from website_profiling.tools.audit_tools import ops as ops_mod
-    from website_profiling.tools.audit_tools import report_extras as rex_mod
+    from website_profiling.tools.audit_tools.backlinks import backlinks as bl_mod
+    from website_profiling.tools.audit_tools.portfolio import charts as charts_mod
+    from website_profiling.tools.audit_tools.indexation import indexation_tools as idx_mod
+    from website_profiling.tools.audit_tools.compare import compare_helpers as ch_mod
+    from website_profiling.tools.audit_tools.compare import compare_slices as cs_mod
+    from website_profiling.tools.audit_tools.onpage import onpage as onpage_mod
+    from website_profiling.tools.audit_tools.ops import ops as ops_mod
+    from website_profiling.tools.audit_tools.report import report_extras as rex_mod
     from website_profiling.reporting.compare_payload import build_url_set_diff
 
     conn = MagicMock()
@@ -391,7 +398,7 @@ def test_new_tools_coverage() -> None:
         fetchall=MagicMock(return_value=[{"captured_at": datetime.now(timezone.utc), "referring_domains": 5, "top_domains": []}]),
         fetchone=MagicMock(return_value={"schedule_cron": "0 9 * * 1", "alert_webhook_url": "u", "alert_email": "a@b.com"}),
     ))
-    with patch("website_profiling.tools.audit_tools.ops.get_property_by_id", return_value={"google_refresh_token": "t"}), patch.object(
+    with patch("website_profiling.tools.audit_tools.ops.ops.get_property_by_id", return_value={"google_refresh_token": "t"}), patch.object(
         Ctx, "load_google", return_value={"fetched_at": "2026-01-01"},
     ), patch("website_profiling.integrations.google.gsc_links_store.read_gsc_links_status", return_value={"hasData": True}):
         assert ops_mod.get_property_ops(conn, ctx, {})["has_schedule"]
@@ -427,7 +434,7 @@ def test_new_tools_coverage() -> None:
     def _read_pair(_conn: MagicMock, rid: int) -> dict:
         return cur_p if int(rid) == 1 else base_p
 
-    with patch("website_profiling.tools.audit_tools.compare_helpers.read_report_payload", side_effect=_read_pair):
+    with patch("website_profiling.tools.audit_tools.compare.compare_helpers.read_report_payload", side_effect=_read_pair):
         assert cs_mod.compare_url_set_diff(conn, ctx, {"baseline_report_id": 2})["new_count"] >= 1
         assert cs_mod.compare_issue_deltas(conn, ctx, {"baseline_report_id": 2})["issue_deltas"] == []
         assert cs_mod.compare_category_deltas(conn, ctx, {"baseline_report_id": 2})["category_scores"] == []
@@ -438,7 +445,7 @@ def _read_pair(_conn: MagicMock, rid: int) -> dict:
 
     err = ch_mod.load_compare_pair(conn, ctx, {})
     assert err[4]["error"] == "baseline_report_id is required"
-    with patch("website_profiling.tools.audit_tools.compare_helpers.read_report_payload", side_effect=[{"a": 1}, None]):
+    with patch("website_profiling.tools.audit_tools.compare.compare_helpers.read_report_payload", side_effect=[{"a": 1}, None]):
         err2 = ch_mod.load_compare_pair(conn, Ctx(report_id=1), {"baseline_report_id": 2})
         assert "not found" in err2[4]["error"]
 
@@ -497,7 +504,7 @@ def _read_pair(_conn: MagicMock, rid: int) -> dict:
 
     conn_rid = MagicMock()
     conn_rid.execute = MagicMock(return_value=MagicMock(fetchone=MagicMock(return_value={"id": 7})))
-    with patch("website_profiling.tools.audit_tools.compare_helpers.read_report_payload", side_effect=[{"links": []}, {"links": []}]):
+    with patch("website_profiling.tools.audit_tools.compare.compare_helpers.read_report_payload", side_effect=[{"links": []}, {"links": []}]):
         ok = ch_mod.load_compare_pair(conn_rid, Ctx(report_id=None), {"baseline_report_id": 2})
         assert ok[4] is None
         assert ok[2] == 7
@@ -524,7 +531,7 @@ def _read_pair(_conn: MagicMock, rid: int) -> dict:
     assert ops_mod.get_property_ops(ops_conn, ctx, {})["error"] == "property not found"
     assert ops_mod.get_latest_log_analysis(ops_conn, ctx, {})["missing"]
 
-    with patch("website_profiling.tools.audit_tools.ops.get_property_by_id", return_value=None):
+    with patch("website_profiling.tools.audit_tools.ops.ops.get_property_by_id", return_value=None):
         assert ops_mod.get_google_integration_status(conn, ctx, {})["error"] == "property not found"
 
     with patch.object(Ctx, "load_gsc_links", return_value=None):
@@ -546,7 +553,7 @@ def _read_pair(_conn: MagicMock, rid: int) -> dict:
 
     assert ch_mod._row_id({"id": 9}) == 9
     assert ch_mod._row_id((8,)) == 8
-    with patch("website_profiling.tools.audit_tools.compare_helpers.read_report_payload", return_value=None):
+    with patch("website_profiling.tools.audit_tools.compare.compare_helpers.read_report_payload", return_value=None):
         err_cur_only = ch_mod.load_compare_pair(conn, Ctx(report_id=3), {"baseline_report_id": 2})
         assert "not found" in err_cur_only[4]["error"]
 
@@ -586,14 +593,14 @@ def _read_pair(_conn: MagicMock, rid: int) -> dict:
     ops_row.keys = MagicMock(return_value=["schedule_cron", "alert_webhook_url", "alert_email"])
     ops_conn3 = MagicMock()
     ops_conn3.execute = MagicMock(return_value=MagicMock(fetchone=MagicMock(return_value=ops_row)))
-    with patch("website_profiling.tools.audit_tools.ops._row_field", side_effect=lambda row, key, index=0: (
+    with patch("website_profiling.tools.audit_tools.ops.ops._row_field", side_effect=lambda row, key, index=0: (
         None, "https://hooks.example/alerts", None
     )[index]):
         ops = ops_mod.get_property_ops(ops_conn3, ctx, {})
         assert ops["has_alert_webhook"] is True
         assert ops["has_schedule"] is False
 
-    with patch("website_profiling.tools.audit_tools.ops.get_property_by_id", return_value={"google_refresh_token": "t"}), patch(
+    with patch("website_profiling.tools.audit_tools.ops.ops.get_property_by_id", return_value={"google_refresh_token": "t"}), patch(
         "website_profiling.integrations.google.gsc_links_store.read_gsc_links_status", side_effect=RuntimeError("db"),
     ), patch.object(Ctx, "load_google", return_value={}):
         status = ops_mod.get_google_integration_status(conn, ctx, {})
@@ -639,7 +646,7 @@ def _read_pair(_conn: MagicMock, rid: int) -> dict:
     assert bl_mod.get_backlinks_velocity(bl_conn2, ctx, {})["count"] == 0
 
     with patch.object(Ctx, "load_google", return_value={"ga4": {"top_pages": []}, "fetched_at": "t"}), patch(
-        "website_profiling.tools.audit_tools.google.slice_from_google_row", return_value={"ga4": {"sessions": 3}},
+        "website_profiling.tools.audit_tools.google.google.slice_from_google_row", return_value={"ga4": {"sessions": 3}},
     ):
         assert google_mod.get_ga4_page_metrics(conn, ctx, {"path": "/x"})["metrics"]["sessions"] == 3
 
@@ -653,7 +660,7 @@ def _read_pair(_conn: MagicMock, rid: int) -> dict:
 
 
 def test_property_profile_tools() -> None:
-    from website_profiling.tools.audit_tools import property_profile as pp_mod
+    from website_profiling.tools.audit_tools.portfolio import property_profile as pp_mod
 
     conn = MagicMock()
     ctx = Ctx(property_id=1)
diff --git a/tests/tools/test_audit_tools_dispatch_coverage.py b/tests/tools/test_audit_tools_dispatch_coverage.py
index 175ada41..1f725932 100644
--- a/tests/tools/test_audit_tools_dispatch_coverage.py
+++ b/tests/tools/test_audit_tools_dispatch_coverage.py
@@ -149,10 +149,10 @@ def test_content_and_lighthouse_paths(conn: MagicMock, ctx: Ctx) -> None:
         },
     }
     with patch.object(Ctx, "load_payload", return_value=lh_payload), patch(
-        "website_profiling.tools.audit_tools.lighthouse.read_lighthouse_page_summaries",
+        "website_profiling.tools.audit_tools.performance.lighthouse.read_lighthouse_page_summaries",
         return_value={"https://ex.com/x": {"performance": 40, "scores": {"performance": 40}}},
     ), patch(
-        "website_profiling.tools.audit_tools.lighthouse.read_lighthouse_summary",
+        "website_profiling.tools.audit_tools.performance.lighthouse.read_lighthouse_summary",
         return_value={"human_summary": "db"},
     ):
         summary = dispatch_tool("get_lighthouse_summary", {}, context=ctx, conn=conn)
@@ -164,7 +164,7 @@ def test_content_and_lighthouse_paths(conn: MagicMock, ctx: Ctx) -> None:
 
 def test_compare_slices_and_llm(conn: MagicMock, ctx: Ctx) -> None:
     payload = _payload()
-    with patch("website_profiling.tools.audit_tools.compare_helpers.read_report_payload", return_value=payload):
+    with patch("website_profiling.tools.audit_tools.compare.compare_helpers.read_report_payload", return_value=payload):
         for name in (
             "compare_duplicate_deltas",
             "compare_tech_deltas",
@@ -175,7 +175,7 @@ def test_compare_slices_and_llm(conn: MagicMock, ctx: Ctx) -> None:
             result = dispatch_tool(name, {"baseline_report_id": 1}, context=ctx, conn=conn)
             assert "error" not in result, name
 
-    with patch("website_profiling.tools.audit_tools.llm_tools.run_page_coach", return_value={"coach": "ok"}):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools.run_page_coach", return_value={"coach": "ok"}):
         assert dispatch_tool("get_page_coach", {"url": "https://ex.com"}, context=ctx, conn=conn)["coach"] == "ok"
     assert dispatch_tool("get_page_coach", {}, context=ctx, conn=conn)["error"]
     assert dispatch_tool("generate_content_brief", {}, context=ctx, conn=conn)["error"]
@@ -187,7 +187,7 @@ def test_compare_slices_and_llm(conn: MagicMock, ctx: Ctx) -> None:
         brief = dispatch_tool("generate_content_brief", {"keyword": "widgets", "gaps": ["gap"]}, context=ctx, conn=conn)
         assert brief["matched_rows"] == 1
 
-    with patch("website_profiling.tools.audit_tools.llm_tools.batch_expand", return_value={}), patch.object(
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools.batch_expand", return_value={}), patch.object(
         Ctx, "load_keywords", return_value=None,
     ):
         expanded = dispatch_tool(
@@ -204,7 +204,7 @@ def test_compare_slices_and_llm(conn: MagicMock, ctx: Ctx) -> None:
         "report_id": 1,
         "issue_counts": json.dumps({"High": 2}),
     })))
-    with patch("website_profiling.tools.audit_tools.llm_tools.list_properties_public", return_value=[{"id": 1, "name": "Ex"}]):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools.list_properties_public", return_value=[{"id": 1, "name": "Ex"}]):
         portfolio = dispatch_tool("get_portfolio_summary", {}, conn=conn)
         assert portfolio["count"] == 1
         assert portfolio["properties"][0]["issue_counts"]["High"] == 2
@@ -227,7 +227,7 @@ def test_ops_log_paths(conn: MagicMock, ctx: Ctx) -> None:
         "analysis": {"top_paths": [{"path": "/"}], "parsed_lines": 10, "googlebot_hits": 2},
         "uploaded_at": datetime.now(timezone.utc).isoformat(),
     }
-    with patch("website_profiling.tools.audit_tools.ops._load_log_analysis", return_value=log_row):
+    with patch("website_profiling.tools.audit_tools.ops.ops._load_log_analysis", return_value=log_row):
         assert dispatch_tool("get_log_analysis_by_id", {"upload_id": 1}, context=ctx, conn=conn)["upload_id"] == 1
         assert dispatch_tool("get_latest_log_analysis", {}, context=ctx, conn=conn)["filename"] == "access.log"
         assert dispatch_tool("get_log_top_paths", {}, context=ctx, conn=conn)["total"] == 1
@@ -235,13 +235,13 @@ def test_ops_log_paths(conn: MagicMock, ctx: Ctx) -> None:
         assert dispatch_tool("list_crawl_only_paths", {}, context=ctx, conn=conn)["total"] == 0
         assert dispatch_tool("get_log_googlebot_stats", {}, context=ctx, conn=conn)["googlebot_hits"] == 2
 
-    with patch("website_profiling.tools.audit_tools.ops._load_log_analysis", return_value=None):
+    with patch("website_profiling.tools.audit_tools.ops.ops._load_log_analysis", return_value=None):
         assert dispatch_tool("get_log_top_paths", {}, context=ctx, conn=conn)["missing"]
 
 
 def test_tech_lighthouse_charts_keywords(conn: MagicMock, ctx: Ctx) -> None:
-    from website_profiling.tools.audit_tools import tech as tech_mod
-    from website_profiling.tools.audit_tools import lighthouse as lh_mod
+    from website_profiling.tools.audit_tools.tech import tech as tech_mod
+    from website_profiling.tools.audit_tools.performance import lighthouse as lh_mod
 
     assert tech_mod.list_pages_by_technology(conn, ctx, {})["error"]
     with patch.object(Ctx, "load_payload", return_value={}):
@@ -275,10 +275,10 @@ def test_tech_lighthouse_charts_keywords(conn: MagicMock, ctx: Ctx) -> None:
         "lighthouse_human_summary": "inline",
     }
     with patch.object(Ctx, "load_payload", return_value=lh_data), patch(
-        "website_profiling.tools.audit_tools.lighthouse.read_lighthouse_page_summaries",
+        "website_profiling.tools.audit_tools.performance.lighthouse.read_lighthouse_page_summaries",
         return_value={"https://ex.com/a": {"performance": 20}},
     ), patch(
-        "website_profiling.tools.audit_tools.lighthouse.read_lighthouse_summary",
+        "website_profiling.tools.audit_tools.performance.lighthouse.read_lighthouse_summary",
         return_value={"human_summary": "db"},
     ):
         out = lh_mod.get_lighthouse_summary(conn, ctx, {})
@@ -301,7 +301,7 @@ def test_tech_lighthouse_charts_keywords(conn: MagicMock, ctx: Ctx) -> None:
         assert lh_mod.list_lighthouse_poor_best_practices_pages(conn, ctx, {})["total"] >= 1
         assert lh_mod.list_lighthouse_cwv_failures(conn, ctx, {})["total"] >= 0
 
-    with patch("website_profiling.tools.audit_tools.report.get_report_summary", return_value={
+    with patch("website_profiling.tools.audit_tools.report.report.get_report_summary", return_value={
         "issue_counts": {"Critical": 2, "High": 1, "bad": "x"},
         "total_issues": 3,
         "health_score": 70,
@@ -320,7 +320,7 @@ def test_tech_lighthouse_charts_keywords(conn: MagicMock, ctx: Ctx) -> None:
         "serp_overlay_count": 1,
     }
     with patch.object(Ctx, "load_keywords", return_value=kw_payload), patch(
-        "website_profiling.tools.audit_tools.keywords.read_keyword_history",
+        "website_profiling.tools.audit_tools.keywords.keywords.read_keyword_history",
         return_value=[{"keyword": "x", "position": 4}],
     ):
         assert dispatch_tool("get_striking_distance_keywords", {}, context=ctx, conn=conn)["keywords"]
@@ -389,7 +389,7 @@ def test_security_google_lighthouse_and_portfolio(conn: MagicMock, ctx: Ctx, tmp
         assert dispatch_tool("get_gsc_top_pages", {}, context=ctx, conn=conn)["error"]
         assert dispatch_tool("get_gsc_page_query_slice", {"url": "https://ex.com"}, context=ctx, conn=conn)["error"]
     with patch.object(Ctx, "load_google", return_value=google_data), patch(
-        "website_profiling.tools.audit_tools.google.slice_from_google_row",
+        "website_profiling.tools.audit_tools.google.google.slice_from_google_row",
         return_value={"gsc": {"clicks": 1}, "ga4": {"sessions": 2}},
     ):
         assert dispatch_tool("get_gsc_top_pages", {}, context=ctx, conn=conn)["total"] == 1
@@ -426,7 +426,7 @@ def test_security_google_lighthouse_and_portfolio(conn: MagicMock, ctx: Ctx, tmp
         assert dispatch_tool("list_keywords_by_impressions", {"min_impressions": "x"}, context=ctx, conn=conn)["error"]
         assert dispatch_tool("list_keywords_by_position", {"min_position": 1, "max_position": 10}, context=ctx, conn=conn)["total"] == 1
 
-    with patch("website_profiling.tools.audit_tools.llm_tools.list_properties_public", return_value=["bad", {"id": None}]):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools.list_properties_public", return_value=["bad", {"id": None}]):
         assert dispatch_tool("get_portfolio_summary", {}, conn=conn)["count"] == 0
 
     conn.execute = MagicMock(return_value=MagicMock(fetchone=MagicMock(return_value={
@@ -435,7 +435,7 @@ def test_security_google_lighthouse_and_portfolio(conn: MagicMock, ctx: Ctx, tmp
         "report_id": 3,
         "issue_counts": "not-json",
     })))
-    with patch("website_profiling.tools.audit_tools.llm_tools.list_properties_public", return_value=[{"id": 3, "name": "c"}]):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools.list_properties_public", return_value=[{"id": 3, "name": "c"}]):
         portfolio = dispatch_tool("get_portfolio_summary", {}, conn=conn)
         assert portfolio["count"] == 1
         assert portfolio["properties"][0]["issue_counts"] == {}
@@ -470,10 +470,10 @@ def test_security_google_lighthouse_and_portfolio(conn: MagicMock, ctx: Ctx, tmp
         "lighthouse_by_url": {"skip": "bad"},
     }
     with patch.object(Ctx, "load_payload", return_value=lh_summary_payload), patch(
-        "website_profiling.tools.audit_tools.lighthouse.read_lighthouse_page_summaries",
+        "website_profiling.tools.audit_tools.performance.lighthouse.read_lighthouse_page_summaries",
         return_value={"https://ex.com/a": "bad"},
     ), patch(
-        "website_profiling.tools.audit_tools.lighthouse.read_lighthouse_summary",
+        "website_profiling.tools.audit_tools.performance.lighthouse.read_lighthouse_summary",
         return_value=None,
     ):
         assert dispatch_tool("get_lighthouse_summary", {}, context=ctx, conn=conn)["pages_audited"] == 1
diff --git a/tests/tools/test_audit_tools_expanded.py b/tests/tools/test_audit_tools_expanded.py
index 97413316..ffa2eaea 100644
--- a/tests/tools/test_audit_tools_expanded.py
+++ b/tests/tools/test_audit_tools_expanded.py
@@ -225,19 +225,19 @@ def test_all_payload_tools(conn: MagicMock, ctx: AuditToolContext) -> None:
     ), patch.object(Ctx, "load_google", return_value=payload["google"]), patch.object(
         Ctx, "load_gsc_links", return_value=gsc_links,
     ), patch(
-        "website_profiling.tools.audit_tools.backlinks.read_gsc_links_status",
+        "website_profiling.tools.audit_tools.backlinks.backlinks.read_gsc_links_status",
         return_value={"hasData": True},
     ), patch(
-        "website_profiling.tools.audit_tools.keywords.read_keyword_history",
+        "website_profiling.tools.audit_tools.keywords.keywords.read_keyword_history",
         return_value=[{"fetched_at": "2026-06-07", "position": 5}],
     ), patch(
-        "website_profiling.tools.audit_tools.ops.check_all_alerts",
+        "website_profiling.tools.audit_tools.ops.ops.check_all_alerts",
         return_value=[{"type": "health_drop"}],
     ), patch(
-        "website_profiling.tools.audit_tools.crawl.slice_from_google_row",
+        "website_profiling.tools.audit_tools.crawl.crawl.slice_from_google_row",
         return_value={"queries": []},
     ), patch(
-        "website_profiling.tools.audit_tools.ops.get_property_by_id",
+        "website_profiling.tools.audit_tools.ops.ops.get_property_by_id",
         return_value={"id": 1, "google_refresh_token": "tok", "gsc_site_url": "sc-domain:ex.com"},
     ), patch.object(
         conn, "execute",
@@ -390,6 +390,25 @@ def test_list_report_history_and_workflow(conn: MagicMock, ctx: AuditToolContext
         hist = dispatch_tool("list_report_history", {"property_id": 1}, conn=fake)
     assert hist["count"] == 1
 
+    # Unresolvable domain ("") must NOT filter on canonical_domain = '' (which
+    # matched no rows); it returns recent history instead.
+    fake_no_domain = FakeConn()
+    fake_no_domain.set_next_cursor(
+        FakeCursor(
+            fetchall_value=[{
+                "id": 11,
+                "site_name": "Ex2",
+                "canonical_domain": "ex2.com",
+                "generated_at": now,
+            }],
+        ),
+    )
+    with patch.object(Ctx, "resolve_property_domain", return_value=""):
+        hist2 = dispatch_tool("list_report_history", {"property_id": 1}, conn=fake_no_domain)
+    assert hist2["count"] == 1
+    executed_sql, _params = fake_no_domain.executed[-1]
+    assert "canonical_domain = %s" not in executed_sql
+
     fake2 = FakeConn()
     fake2.set_next_cursor(
         FakeCursor(
@@ -409,19 +428,44 @@ def test_list_report_history_and_workflow(conn: MagicMock, ctx: AuditToolContext
     wf = dispatch_tool("list_issue_workflow", {"property_id": 1}, conn=fake2)
     assert wf["count"] == 1
 
+    # status filter must be pushed into the SQL WHERE (applied before LIMIT),
+    # otherwise the most-recent N rows can be all-other-statuses and the filtered
+    # result is wrongly empty.
+    fake3 = FakeConn()
+    fake3.set_next_cursor(
+        FakeCursor(
+            fetchall_value=[{
+                "issue_key": "k1",
+                "url": "https://ex.com",
+                "category": "Tech",
+                "priority": "High",
+                "message": "msg",
+                "status": "open",
+                "assignee": None,
+                "note": None,
+                "updated_at": now,
+            }],
+        ),
+    )
+    wf2 = dispatch_tool("list_issue_workflow", {"property_id": 1, "status": "open"}, conn=fake3)
+    assert wf2["count"] == 1
+    executed_sql, executed_params = fake3.executed[-1]
+    assert "AND status = %s" in executed_sql
+    assert "open" in executed_params
+
 
 def test_compare_reports(conn: MagicMock, ctx: AuditToolContext) -> None:
     current = _full_payload()
     baseline = {**current, "summary": {**current["summary"], "total_urls": 8}}
-    with patch("website_profiling.tools.audit_tools.compare.read_report_payload", side_effect=[current, baseline]):
+    with patch("website_profiling.tools.audit_tools.compare.compare.read_report_payload", side_effect=[current, baseline]):
         result = dispatch_tool("compare_reports", {"baseline_report_id": 1}, context=ctx, conn=conn)
     assert "health_score" in result
-    with patch("website_profiling.tools.audit_tools.compare_helpers.read_report_payload", side_effect=[current, baseline]):
+    with patch("website_profiling.tools.audit_tools.compare.compare_helpers.read_report_payload", side_effect=[current, baseline]):
         diff = dispatch_tool("compare_url_set_diff", {"baseline_report_id": 1}, context=ctx, conn=conn)
     assert "new_count" in diff
     assert dispatch_tool("compare_reports", {}, context=ctx, conn=conn)["error"]
     with patch(
-        "website_profiling.tools.audit_tools.compare.read_report_payload",
+        "website_profiling.tools.audit_tools.compare.compare.read_report_payload",
         side_effect=[None, baseline],
     ):
         assert "not found" in dispatch_tool("compare_reports", {"baseline_report_id": 1}, context=ctx, conn=conn)["error"]
@@ -496,18 +540,18 @@ def test_new_gap_closure_tools(conn: MagicMock, ctx: AuditToolContext) -> None:
         assert dispatch_tool("list_lighthouse_poor_accessibility_pages", {}, context=ctx, conn=conn)["total"] == 1
         assert dispatch_tool("list_lighthouse_poor_best_practices_pages", {}, context=ctx, conn=conn)["total"] == 1
         assert dispatch_tool("list_lighthouse_cwv_failures", {}, context=ctx, conn=conn)["total"] == 1
-    with patch("website_profiling.tools.audit_tools.ops._load_log_analysis", return_value=log_row):
+    with patch("website_profiling.tools.audit_tools.ops.ops._load_log_analysis", return_value=log_row):
         assert dispatch_tool("get_log_top_paths", {"property_id": 1}, context=ctx, conn=conn)["total"] == 1
         assert dispatch_tool("list_log_only_paths", {"property_id": 1}, context=ctx, conn=conn)["total"] == 1
         assert dispatch_tool("list_crawl_only_paths", {"property_id": 1}, context=ctx, conn=conn)["total"] == 1
         assert dispatch_tool("get_log_googlebot_stats", {"property_id": 1}, context=ctx, conn=conn)["googlebot_hits"] == 10
-    with patch("website_profiling.tools.audit_tools.compare_helpers.read_report_payload", return_value=payload):
+    with patch("website_profiling.tools.audit_tools.compare.compare_helpers.read_report_payload", return_value=payload):
         assert "security_deltas" in dispatch_tool("compare_security_deltas", {"baseline_report_id": 1}, context=ctx, conn=conn)
         assert "health_score" in dispatch_tool("compare_health_score_delta", {"baseline_report_id": 1}, context=ctx, conn=conn)
-    with patch("website_profiling.tools.audit_tools.llm_tools.list_properties_public", return_value=[{"id": 1, "name": "ex.com", "canonical_domain": "ex.com"}]):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools.list_properties_public", return_value=[{"id": 1, "name": "ex.com", "canonical_domain": "ex.com"}]):
         conn.execute = MagicMock(return_value=MagicMock(fetchone=MagicMock(return_value={"health_score": 80, "generated_at": datetime.now(timezone.utc), "report_id": 1, "issue_counts": "{}"})))
         assert dispatch_tool("get_portfolio_summary", {}, conn=conn)["count"] == 1
-    with patch("website_profiling.tools.audit_tools.llm_tools.batch_expand", return_value={"widgets": {"web": ["widgets near me"]}}):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools.batch_expand", return_value={"widgets": {"web": ["widgets near me"]}}):
         assert dispatch_tool("expand_keywords", {"seeds": ["widgets"]}, context=ctx, conn=conn)["seed_count"] == 1
     assert dispatch_tool("generate_content_brief", {"keyword": "widgets"}, context=ctx, conn=conn)["brief"]["keyword"] == "widgets"
 
@@ -516,7 +560,7 @@ def test_export_tools(conn: MagicMock, ctx: AuditToolContext, tmp_path, monkeypa
     monkeypatch.setenv("DATA_DIR", str(tmp_path))
     payload = _full_payload()
     with patch.object(Ctx, "load_payload", return_value=payload), patch(
-        "website_profiling.tools.audit_tools.export_tools.export_audit_csv",
+        "website_profiling.tools.audit_tools.export.export_tools.export_audit_csv",
         return_value="url,status\nhttps://ex.com,200\n",
     ):
         out = dispatch_tool("export_audit_report", {"format": "csv"}, context=ctx, conn=conn)
@@ -525,7 +569,7 @@ def test_export_tools(conn: MagicMock, ctx: AuditToolContext, tmp_path, monkeypa
     formats = dispatch_tool("list_export_formats", {}, context=ctx, conn=conn)
     assert formats.get("formats")
     with patch.object(Ctx, "load_payload", return_value=payload), patch(
-        "website_profiling.tools.audit_tools.export_tools._dispatch",
+        "website_profiling.tools.audit_tools.export.export_tools._dispatch",
         return_value={"pages": [{"url": "https://ex.com/broken", "status": "404"}], "total": 1, "truncated": False},
     ):
         csv_out = dispatch_tool(
@@ -536,7 +580,7 @@ def test_export_tools(conn: MagicMock, ctx: AuditToolContext, tmp_path, monkeypa
         )
         assert csv_out.get("artifact_id")
         assert csv_out.get("total") == 1
-    with patch("website_profiling.tools.audit_tools.export_tools.load_compare_pair") as mock_pair:
+    with patch("website_profiling.tools.audit_tools.export.export_tools.load_compare_pair") as mock_pair:
         mock_pair.return_value = (payload, payload, 2, 1, None)
         cmp_out = dispatch_tool("export_compare_csv", {"baseline_report_id": 1}, context=ctx, conn=conn)
         assert cmp_out.get("artifact_id")
diff --git a/tests/tools/test_audit_tools_expansion.py b/tests/tools/test_audit_tools_expansion.py
index 70a64773..51dc9700 100644
--- a/tests/tools/test_audit_tools_expansion.py
+++ b/tests/tools/test_audit_tools_expansion.py
@@ -143,7 +143,7 @@ def test_crawl_extras_tools(conn: MagicMock, ctx: AuditToolContext) -> None:
 def test_compare_indexation_and_orphan_deltas(conn: MagicMock, ctx: AuditToolContext) -> None:
     current = _payload()
     baseline = {**_payload(), "indexation_coverage": {"counts": {"crawled": 8}, "lists": {}, "lists_total": {}}, "orphan_urls": []}
-    with patch("website_profiling.tools.audit_tools.compare_slices.load_compare_pair", return_value=(current, baseline, 2, 1, None)):
+    with patch("website_profiling.tools.audit_tools.compare.compare_slices.load_compare_pair", return_value=(current, baseline, 2, 1, None)):
         idx = dispatch_tool("compare_indexation_deltas", {"baseline_report_id": 1}, context=ctx, conn=conn)
         assert idx["count_deltas"]
         orphan = dispatch_tool("compare_orphan_deltas", {"baseline_report_id": 1}, context=ctx, conn=conn)
@@ -152,7 +152,7 @@ def test_compare_indexation_and_orphan_deltas(conn: MagicMock, ctx: AuditToolCon
 
 def test_geo_tools_mocked(conn: MagicMock, ctx: AuditToolContext) -> None:
     with patch.object(Ctx, "load_payload", return_value=_payload()), patch.object(Ctx, "load_crawl_df", return_value=_crawl_df()), patch(
-        "website_profiling.tools.audit_tools.geo_tools._fetch_llms_txt",
+        "website_profiling.tools.audit_tools.geo.geo_tools._fetch_llms_txt",
         return_value={"found": False},
     ):
         geo = dispatch_tool("get_geo_readiness_score", {}, context=ctx, conn=conn)
@@ -176,7 +176,7 @@ def test_prioritize_fix_roadmap(conn: MagicMock, ctx: AuditToolContext) -> None:
 
 
 def test_integration_tools_missing_config(conn: MagicMock, ctx: AuditToolContext) -> None:
-    with patch("website_profiling.tools.audit_tools.integration_tools.get_property_by_id", return_value={"canonical_domain": "ex.com"}):
+    with patch("website_profiling.tools.audit_tools.integrations.integration_tools.get_property_by_id", return_value={"canonical_domain": "ex.com"}):
         gsc = dispatch_tool("get_gsc_url_inspection", {"url": "https://ex.com/"}, context=ctx, conn=conn)
         assert gsc["missing"] is True
         bing = dispatch_tool("get_bing_index_status", {"url": "https://ex.com/"}, context=ctx, conn=conn)
@@ -192,11 +192,11 @@ def test_gsc_index_coverage_from_payload(conn: MagicMock, ctx: AuditToolContext)
 
 def test_gsc_url_inspection_mocked(conn: MagicMock, ctx: AuditToolContext) -> None:
     prop = {"google_refresh_token": "tok", "gsc_site_url": "https://ex.com/"}
-    with patch("website_profiling.tools.audit_tools.integration_tools.get_property_by_id", return_value=prop), patch(
-        "website_profiling.tools.audit_tools.integration_tools.build_credentials",
+    with patch("website_profiling.tools.audit_tools.integrations.integration_tools.get_property_by_id", return_value=prop), patch(
+        "website_profiling.tools.audit_tools.integrations.integration_tools.build_credentials",
         return_value=object(),
     ), patch(
-        "website_profiling.tools.audit_tools.integration_tools.inspect_url",
+        "website_profiling.tools.audit_tools.integrations.integration_tools.inspect_url",
         return_value={"verdict": "PASS", "provenance": "GSC"},
     ):
         out = dispatch_tool("get_gsc_url_inspection", {"url": "https://ex.com/page"}, context=ctx, conn=conn)
diff --git a/tests/tools/test_audit_tools_expansion_coverage.py b/tests/tools/test_audit_tools_expansion_coverage.py
index 10bf15fc..cc368743 100644
--- a/tests/tools/test_audit_tools_expansion_coverage.py
+++ b/tests/tools/test_audit_tools_expansion_coverage.py
@@ -10,16 +10,16 @@
 
 from website_profiling.tools.audit_tools import dispatch_tool
 from website_profiling.tools.audit_tools.context import AuditToolContext as Ctx
-from website_profiling.tools.audit_tools import crawl_lists as cl_mod
-from website_profiling.tools.audit_tools import crawl_metrics as cm_mod
-from website_profiling.tools.audit_tools import geo_tools as geo_mod
-from website_profiling.tools.audit_tools import google as google_mod
-from website_profiling.tools.audit_tools import integration_tools as int_mod
-from website_profiling.tools.audit_tools import keywords as kw_mod
-from website_profiling.tools.audit_tools import llm_tools as llm_mod
-from website_profiling.tools.audit_tools import payload_extras as pe_mod
-from website_profiling.tools.audit_tools import compare_slices as cmp_mod
-from website_profiling.tools.audit_tools import report as report_mod
+from website_profiling.tools.audit_tools.crawl import crawl_lists as cl_mod
+from website_profiling.tools.audit_tools.crawl import crawl_metrics as cm_mod
+from website_profiling.tools.audit_tools.geo import geo_tools as geo_mod
+from website_profiling.tools.audit_tools.google import google as google_mod
+from website_profiling.tools.audit_tools.integrations import integration_tools as int_mod
+from website_profiling.tools.audit_tools.keywords import keywords as kw_mod
+from website_profiling.tools.audit_tools.integrations import llm_tools as llm_mod
+from website_profiling.tools.audit_tools.core import payload_extras as pe_mod
+from website_profiling.tools.audit_tools.compare import compare_slices as cmp_mod
+from website_profiling.tools.audit_tools.report import report as report_mod
 
 
 @pytest.fixture
@@ -218,11 +218,11 @@ def test_geo_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
     assert geo_mod._fetch_llms_txt("")["found"] is False
 
     mock_resp = MagicMock(status_code=200, text="llms content", content=b"llms content")
-    with patch("website_profiling.tools.audit_tools.geo_tools.requests.get", return_value=mock_resp):
+    with patch("website_profiling.tools.audit_tools.geo.geo_tools.requests.get", return_value=mock_resp):
         found = geo_mod._fetch_llms_txt("ex.com")
         assert found["found"] is True
 
-    with patch("website_profiling.tools.audit_tools.geo_tools.requests.get", side_effect=requests.RequestException("fail")):
+    with patch("website_profiling.tools.audit_tools.geo.geo_tools.requests.get", side_effect=requests.RequestException("fail")):
         assert geo_mod._fetch_llms_txt("ex.com")["found"] is False
 
     with patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch.object(
@@ -237,7 +237,7 @@ def test_geo_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
     with patch.object(Ctx, "load_payload", return_value=payload), patch.object(
         Ctx, "load_crawl_df", return_value=_crawl_df(),
     ), patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch(
-        "website_profiling.tools.audit_tools.geo_tools._fetch_llms_txt",
+        "website_profiling.tools.audit_tools.geo.geo_tools._fetch_llms_txt",
         return_value={"found": True},
     ):
         geo = geo_mod.get_geo_readiness_score(conn, ctx, {})
@@ -257,7 +257,7 @@ def test_geo_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
         assert geo_mod.get_internal_link_suggestions(conn, ctx, {"url": "https://ex.com/nope"})["error"]
 
     with patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch(
-        "website_profiling.tools.audit_tools.geo_tools._fetch_llms_txt", return_value={"found": False},
+        "website_profiling.tools.audit_tools.geo.geo_tools._fetch_llms_txt", return_value={"found": False},
     ):
         assert geo_mod.get_llms_txt_status(conn, ctx, {})["domain"] == "ex.com"
 
@@ -282,11 +282,27 @@ def test_geo_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
     empty_geo = pd.DataFrame([{"url": "https://ex.com/e", "status": "404", "page_analysis": "{}"}])
     with patch.object(Ctx, "load_payload", return_value={}), patch.object(Ctx, "load_crawl_df", return_value=empty_geo), patch.object(
         Ctx, "resolve_property_domain", return_value="ex.com",
-    ), patch("website_profiling.tools.audit_tools.geo_tools._fetch_llms_txt", return_value={"found": False}):
+    ), patch("website_profiling.tools.audit_tools.geo.geo_tools._fetch_llms_txt", return_value={"found": False}):
         geo_empty = geo_mod.get_geo_readiness_score(conn, ctx, {})
         assert geo_empty["components"]["schema_coverage"] == 0
 
 
+def test_geo_readiness_survives_http_task_exception(conn: MagicMock, ctx: Ctx) -> None:
+    # A live-HTTP task raising (beyond the RequestException it guards internally)
+    # must degrade to a 0 sub-score, not crash the whole composite score.
+    with patch.object(Ctx, "load_payload", return_value={}), patch.object(
+        Ctx, "load_crawl_df", return_value=_crawl_df(),
+    ), patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch(
+        "website_profiling.tools.audit_tools.geo.geo_tools._fetch_llms_txt", return_value={"found": False},
+    ), patch(
+        "website_profiling.tools.audit_tools.geo.geo_tools._score_robots_ai_access",
+        side_effect=RuntimeError("boom"),
+    ):
+        result = geo_mod.get_geo_readiness_score(conn, ctx, {})
+    assert 0 <= result["geo_readiness_score"] <= 100
+    assert result["categories"]["robots_ai_access"]["score"] == 0
+
+
 def test_google_ctr_and_keywords(conn: MagicMock, ctx: Ctx) -> None:
     with patch.object(Ctx, "load_google", return_value=None):
         assert google_mod.get_gsc_ctr_opportunity_pages(conn, ctx, {})["error"]
@@ -321,10 +337,10 @@ def test_google_ctr_and_keywords(conn: MagicMock, ctx: Ctx) -> None:
 def test_integration_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
     assert int_mod.get_gsc_url_inspection(conn, Ctx(property_id=None), {"url": "https://ex.com"})["missing"]
     assert int_mod.get_gsc_url_inspection(conn, ctx, {})["missing"]
-    with patch("website_profiling.tools.audit_tools.integration_tools.get_property_by_id", return_value=None):
+    with patch("website_profiling.tools.audit_tools.integrations.integration_tools.get_property_by_id", return_value=None):
         assert int_mod.get_gsc_url_inspection(conn, ctx, {"url": "https://ex.com"})["missing"]
 
-    with patch("website_profiling.tools.audit_tools.integration_tools.get_property_by_id", return_value={"canonical_domain": "ex.com"}):
+    with patch("website_profiling.tools.audit_tools.integrations.integration_tools.get_property_by_id", return_value={"canonical_domain": "ex.com"}):
         assert int_mod.get_bing_index_status(conn, ctx, {})["missing"]
         with patch("website_profiling.db.config_store.read_pipeline_config", return_value=({"bing_webmaster_api_key": "key"}, {})):
             with patch("website_profiling.integrations.bing.webmaster._bing_json_get", return_value={"d": {"indexed": True}}):
@@ -350,8 +366,8 @@ def test_integration_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
         assert cite["entity_in_ner_summary"] is True
 
     prop = {"google_refresh_token": "t", "gsc_site_url": "https://ex.com/"}
-    with patch("website_profiling.tools.audit_tools.integration_tools.get_property_by_id", return_value=prop), patch(
-        "website_profiling.tools.audit_tools.integration_tools.build_credentials", side_effect=RuntimeError("creds"),
+    with patch("website_profiling.tools.audit_tools.integrations.integration_tools.get_property_by_id", return_value=prop), patch(
+        "website_profiling.tools.audit_tools.integrations.integration_tools.build_credentials", side_effect=RuntimeError("creds"),
     ):
         out = int_mod.get_gsc_url_inspection(conn, ctx, {"url": "https://ex.com"})
         assert "credentials error" in out["error"]
@@ -369,10 +385,10 @@ def test_llm_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
         assert llm_mod._llm_disabled_response()["missing"] is True
         assert llm_mod.generate_issue_fix(conn, ctx, {})["missing"] is True
 
-    with patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={}):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={}):
         assert llm_mod.generate_issue_fix(conn, ctx, {"message": ""})["error"]
 
-    with patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={}), patch(
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={}), patch(
         "website_profiling.llm.issue_fixes.generate_issue_fix_suggestion",
         return_value={"fix": "x"},
     ), patch("website_profiling.llm_config.load_llm_config_from_db", return_value={}):
@@ -382,17 +398,17 @@ def test_llm_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
     cat_data = {"name": "Tech", "score": 80, "issues": [{"priority": "High", "message": "Slow", "url": "https://ex.com"}]}
     assert llm_mod.summarize_category_for_client(conn, ctx, {})["error"] == "category_id is required"
 
-    with patch("website_profiling.tools.audit_tools.issues.get_category_issues", return_value=cat_data), patch(
-        "website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={"missing": True},
+    with patch("website_profiling.tools.audit_tools.issues.issues.get_category_issues", return_value=cat_data), patch(
+        "website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={"missing": True},
     ):
         summary = llm_mod.summarize_category_for_client(conn, ctx, {"category_id": "tech"})
         assert summary["provenance"] == "Crawl"
 
-    with patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={}), patch(
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={}), patch(
         "website_profiling.llm.base.get_llm_client",
         return_value=MagicMock(complete_json=MagicMock(return_value={"summary": "Client text"})),
     ), patch("website_profiling.llm_config.load_llm_config_from_db", return_value={}), patch(
-        "website_profiling.tools.audit_tools.issues.get_category_issues", return_value=cat_data,
+        "website_profiling.tools.audit_tools.issues.issues.get_category_issues", return_value=cat_data,
     ):
         narrative = llm_mod.summarize_category_for_client(conn, ctx, {"category_id": "tech"})
         assert narrative["narrative"] == "Client text"
@@ -400,13 +416,13 @@ def test_llm_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
     with patch.object(Ctx, "load_payload", return_value=None):
         assert llm_mod.prioritize_fix_roadmap(conn, ctx, {})["error"]
     with patch.object(Ctx, "load_payload", return_value={"categories": []}), patch(
-        "website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={"error": "off"},
+        "website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={"error": "off"},
     ), patch.object(Ctx, "load_google", return_value=None), patch.object(Ctx, "load_crawl_df", return_value=None):
         snippet = llm_mod.analyze_serp_snippet_for_url(conn, ctx, {"url": "https://ex.com"})
         assert snippet["provenance"] == "Crawl"
 
     with patch.object(Ctx, "load_payload", return_value={"site_name": "Ex", "top_pages": [{"url": "https://ex.com"}]}), patch(
-        "website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={},
+        "website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={},
     ), patch(
         "website_profiling.llm.base.get_llm_client",
         return_value=MagicMock(complete_json=MagicMock(return_value={"content": "# Ex\n\nPolished"})),
@@ -414,11 +430,11 @@ def test_llm_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
         draft = llm_mod.draft_llms_txt(conn, ctx, {})
         assert "Polished" in draft["llms_txt_draft"]
 
-    with patch("website_profiling.tools.audit_tools.issues.get_category_issues", return_value={"error": "no cat"}):
+    with patch("website_profiling.tools.audit_tools.issues.issues.get_category_issues", return_value={"error": "no cat"}):
         assert llm_mod.summarize_category_for_client(conn, ctx, {"category_id": "x"})["error"] == "no cat"
 
     with patch.object(Ctx, "load_payload", return_value={"categories": []}), patch(
-        "website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={},
+        "website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={},
     ), patch("website_profiling.llm.base.get_llm_client", return_value=None), patch.object(
         Ctx, "load_google", return_value={"gsc": {}},
     ), patch.object(Ctx, "load_crawl_df", return_value=pd.DataFrame([{"url": "https://ex.com", "title": "T", "meta_description": "D"}])):
@@ -430,7 +446,7 @@ def test_llm_tools_paths(conn: MagicMock, ctx: Ctx) -> None:
 
     client = MagicMock(complete_json=MagicMock(side_effect=RuntimeError("llm fail")))
     with patch.object(Ctx, "load_payload", return_value={"site_name": "Ex"}), patch(
-        "website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={},
+        "website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={},
     ), patch("website_profiling.llm.base.get_llm_client", return_value=client), patch(
         "website_profiling.llm_config.load_llm_config_from_db", return_value={},
     ):
@@ -499,16 +515,16 @@ def test_expansion_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
     with patch.object(Ctx, "load_google", return_value=low_ctr):
         assert google_mod.get_gsc_ctr_opportunity_pages(conn, ctx, {})["total"] == 1
 
-    with patch("website_profiling.tools.audit_tools.integration_tools.get_property_by_id", return_value={"google_refresh_token": "t"}), patch(
-        "website_profiling.tools.audit_tools.integration_tools.build_credentials", return_value=None,
+    with patch("website_profiling.tools.audit_tools.integrations.integration_tools.get_property_by_id", return_value={"google_refresh_token": "t"}), patch(
+        "website_profiling.tools.audit_tools.integrations.integration_tools.build_credentials", return_value=None,
     ):
         assert int_mod.get_gsc_url_inspection(conn, ctx, {"url": "https://ex.com"})["missing"]
-    with patch("website_profiling.tools.audit_tools.integration_tools.get_property_by_id", return_value={"google_refresh_token": "t", "canonical_domain": ""}), patch(
-        "website_profiling.tools.audit_tools.integration_tools.build_credentials", return_value=object(),
+    with patch("website_profiling.tools.audit_tools.integrations.integration_tools.get_property_by_id", return_value={"google_refresh_token": "t", "canonical_domain": ""}), patch(
+        "website_profiling.tools.audit_tools.integrations.integration_tools.build_credentials", return_value=object(),
     ):
         assert "GSC site URL" in int_mod.get_gsc_url_inspection(conn, ctx, {"url": "https://ex.com"})["error"]
     assert int_mod.get_bing_index_status(conn, Ctx(property_id=None), {"url": "https://ex.com"})["missing"]
-    with patch("website_profiling.tools.audit_tools.integration_tools.get_property_by_id", return_value=None):
+    with patch("website_profiling.tools.audit_tools.integrations.integration_tools.get_property_by_id", return_value=None):
         assert int_mod.get_bing_index_status(conn, ctx, {"url": "https://ex.com"})["missing"]
 
     with patch.object(Ctx, "load_keywords", return_value={"rows": []}):
@@ -543,20 +559,20 @@ def test_expansion_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
         assert links["suggestions"]
 
     with patch.object(Ctx, "load_payload", return_value={"categories": []}), patch(
-        "website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={},
+        "website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={},
     ):
         assert llm_mod.prioritize_fix_roadmap(conn, ctx, {"limit": "bad"})["roadmap"] == []
 
-    with patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={}), patch(
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={}), patch(
         "website_profiling.llm.base.get_llm_client", return_value=MagicMock(complete_json=MagicMock(return_value={})),
     ), patch("website_profiling.llm_config.load_llm_config_from_db", return_value={}), patch(
-        "website_profiling.tools.audit_tools.issues.get_category_issues", return_value={"name": "T", "score": 1, "issues": []},
+        "website_profiling.tools.audit_tools.issues.issues.get_category_issues", return_value={"name": "T", "score": 1, "issues": []},
     ), patch("website_profiling.llm.base.parse_json_response", return_value={"summary": "parsed"}):
         summary = llm_mod.summarize_category_for_client(conn, ctx, {"category_id": "t"})
         assert summary.get("narrative") == "parsed"
 
     with patch.object(Ctx, "load_payload", return_value={"site_name": "Ex"}), patch(
-        "website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={},
+        "website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={},
     ), patch("website_profiling.llm.base.get_llm_client", return_value=MagicMock(complete_json=MagicMock(side_effect=RuntimeError("x")))):
         draft = llm_mod.draft_llms_txt(conn, ctx, {})
         assert "Ex" in draft["llms_txt_draft"]
@@ -608,10 +624,10 @@ def test_expansion_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
     ):
         assert llm_mod._llm_disabled_response() == {}
 
-    with patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={}), patch(
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={}), patch(
         "website_profiling.llm.base.get_llm_client", return_value=MagicMock(complete_json=MagicMock(side_effect=RuntimeError("boom"))),
     ), patch("website_profiling.llm_config.load_llm_config_from_db", return_value={}), patch(
-        "website_profiling.tools.audit_tools.issues.get_category_issues", return_value={"name": "T", "score": 1, "issues": []},
+        "website_profiling.tools.audit_tools.issues.issues.get_category_issues", return_value={"name": "T", "score": 1, "issues": []},
     ):
         err_summary = llm_mod.summarize_category_for_client(conn, ctx, {"category_id": "t"})
         assert "narrative_error" in err_summary
@@ -619,7 +635,7 @@ def test_expansion_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
     client_ok = MagicMock(complete_json=MagicMock(return_value={"title": "New", "meta_description": "Meta"}))
     with patch.object(Ctx, "load_google", return_value={"gsc": {}}), patch.object(
         Ctx, "load_crawl_df", return_value=pd.DataFrame([{"url": "https://ex.com", "title": "Old", "meta_description": "Old meta"}]),
-    ), patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={}), patch(
+    ), patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={}), patch(
         "website_profiling.llm.base.get_llm_client", return_value=client_ok,
     ), patch("website_profiling.llm_config.load_llm_config_from_db", return_value={}):
         serp = llm_mod.analyze_serp_snippet_for_url(conn, ctx, {"url": "https://ex.com"})
@@ -628,6 +644,6 @@ def test_expansion_coverage_gaps(conn: MagicMock, ctx: Ctx) -> None:
 
 def test_compare_slices_error_paths(conn: MagicMock, ctx: Ctx) -> None:
     err = {"error": "bad baseline"}
-    with patch("website_profiling.tools.audit_tools.compare_slices.load_compare_pair", return_value=(None, None, None, None, err)):
+    with patch("website_profiling.tools.audit_tools.compare.compare_slices.load_compare_pair", return_value=(None, None, None, None, err)):
         assert cmp_mod.compare_indexation_deltas(conn, ctx, {}) == err
         assert cmp_mod.compare_orphan_deltas(conn, ctx, {}) == err
diff --git a/tests/tools/test_audit_tools_links_extras.py b/tests/tools/test_audit_tools_links_extras.py
index 2f5b21c2..6a6903b6 100644
--- a/tests/tools/test_audit_tools_links_extras.py
+++ b/tests/tools/test_audit_tools_links_extras.py
@@ -6,8 +6,8 @@
 import pytest
 
 from website_profiling.tools.audit_tools.context import AuditToolContext
-from website_profiling.tools.audit_tools.export_extras import export_sitemap_xml, validate_rich_results
-from website_profiling.tools.audit_tools.links import (
+from website_profiling.tools.audit_tools.export.export_extras import export_sitemap_xml, validate_rich_results
+from website_profiling.tools.audit_tools.links.links import (
     get_inlink_anchors,
     get_link_rel_summary,
     list_broken_link_sources,
@@ -81,7 +81,7 @@ def test_export_sitemap_xml_tool(ctx, monkeypatch):
     scoped.load_payload.return_value = {"links": [{"url": "https://example.com/", "status": "200"}]}
     ctx.load_payload = scoped.load_payload
     monkeypatch.setattr(
-        "website_profiling.tools.audit_tools.export_extras.save_artifact",
+        "website_profiling.tools.audit_tools.export.export_extras.save_artifact",
         lambda content, **kwargs: {"path": "/tmp/sitemap.xml", "filename": kwargs.get("filename")},
     )
     out = export_sitemap_xml(conn, ctx, {})
diff --git a/tests/tools/test_crawl_actions.py b/tests/tools/test_crawl_actions.py
index 2b9d7a05..23cb492e 100644
--- a/tests/tools/test_crawl_actions.py
+++ b/tests/tools/test_crawl_actions.py
@@ -4,7 +4,7 @@
 from unittest.mock import MagicMock, patch
 
 from website_profiling.tools.audit_tools.context import AuditToolContext
-from website_profiling.tools.audit_tools.crawl_actions import (
+from website_profiling.tools.audit_tools.crawl.crawl_actions import (
     CHAT_CRAWL_TOOL,
     prepare_audit_run,
 )
@@ -32,7 +32,7 @@ def test_prepare_audit_run_disabled_when_setting_off() -> None:
     conn = _FakeConn()
     ctx = AuditToolContext(property_id=1)
     with patch(
-        "website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl",
         return_value=False,
     ):
         out = prepare_audit_run(conn, ctx, {"start_url": "https://example.com"})
@@ -45,10 +45,10 @@ def test_prepare_audit_run_ready_default() -> None:
     ctx = AuditToolContext(property_id=1)
     saved = {"site_name": "Test", "run_crawl": "false"}
     with patch(
-        "website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl",
         return_value=True,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=(saved, []),
     ):
         out = prepare_audit_run(
@@ -73,10 +73,10 @@ def test_prepare_audit_run_custom_overrides() -> None:
     conn = _FakeConn()
     ctx = AuditToolContext(property_id=2)
     with patch(
-        "website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl",
         return_value=True,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=({}, []),
     ):
         out = prepare_audit_run(
@@ -104,10 +104,10 @@ def test_prepare_audit_run_new_property_payload() -> None:
     conn = _FakeConn()
     ctx = AuditToolContext(property_id=None)
     with patch(
-        "website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl",
         return_value=True,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=({}, []),
     ):
         out = prepare_audit_run(
@@ -132,7 +132,7 @@ def test_prepare_audit_run_job_running() -> None:
     conn = _FakeConn(job_running=True)
     ctx = AuditToolContext(property_id=1)
     with patch(
-        "website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl",
         return_value=True,
     ):
         out = prepare_audit_run(conn, ctx, {"start_url": "https://example.com"})
@@ -149,13 +149,13 @@ def test_prepare_audit_run_uses_property_default_preset() -> None:
         "default_crawl_preset": "spa",
     }
     with patch(
-        "website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl",
         return_value=True,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=({}, []),
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.get_property_by_id",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.get_property_by_id",
         return_value=prop,
     ):
         out = prepare_audit_run(
diff --git a/tests/tools/test_export_tools_coverage.py b/tests/tools/test_export_tools_coverage.py
index 6544607d..4afabc78 100644
--- a/tests/tools/test_export_tools_coverage.py
+++ b/tests/tools/test_export_tools_coverage.py
@@ -37,27 +37,27 @@ def test_export_tools_formats(conn: MagicMock, ctx: Ctx, tmp_path, monkeypatch)
         assert dispatch_tool("export_list_as_csv", {"tool_name": "nope"}, context=ctx, conn=conn)["error"]
 
     with patch.object(Ctx, "load_payload", return_value=payload), patch(
-        "website_profiling.tools.audit_tools.export_tools.export_audit_html",
+        "website_profiling.tools.audit_tools.export.export_tools.export_audit_html",
         return_value="<html></html>",
     ):
         out = dispatch_tool("export_audit_report", {"format": "html"}, context=ctx, conn=conn)
         assert out.get("artifact_id")
 
     with patch.object(Ctx, "load_payload", return_value=payload), patch(
-        "website_profiling.tools.audit_tools.export_tools.export_audit_json",
+        "website_profiling.tools.audit_tools.export.export_tools.export_audit_json",
         return_value="{}",
     ):
         out = dispatch_tool("export_audit_report", {"format": "json"}, context=ctx, conn=conn)
         assert out.get("format") == "json"
 
     with patch.object(Ctx, "load_payload", return_value=payload), patch(
-        "website_profiling.tools.audit_tools.export_tools.export_audit_pdf",
+        "website_profiling.tools.audit_tools.export.export_tools.export_audit_pdf",
         side_effect=FileNotFoundError,
     ):
         assert dispatch_tool("export_audit_report", {"format": "pdf"}, context=ctx, conn=conn)["error"]
 
     with patch.object(Ctx, "load_payload", return_value=payload), patch(
-        "website_profiling.tools.audit_tools.export_tools._dispatch",
+        "website_profiling.tools.audit_tools.export.export_tools._dispatch",
         return_value={"meta": "only"},
     ):
         assert dispatch_tool(
@@ -68,7 +68,7 @@ def test_export_tools_formats(conn: MagicMock, ctx: Ctx, tmp_path, monkeypatch)
         )["error"]
 
     with patch.object(Ctx, "load_payload", return_value=payload), patch(
-        "website_profiling.tools.audit_tools.export_tools.load_compare_pair",
+        "website_profiling.tools.audit_tools.export.export_tools.load_compare_pair",
         return_value=(None, None, None, None, {"error": "bad"}),
     ):
         assert dispatch_tool("export_compare_csv", {"baseline_report_id": 1}, context=ctx, conn=conn)["error"]
@@ -77,14 +77,14 @@ def test_export_tools_formats(conn: MagicMock, ctx: Ctx, tmp_path, monkeypatch)
 def test_export_audit_report_paths(conn: MagicMock, ctx: Ctx, tmp_path, monkeypatch) -> None:
     monkeypatch.setenv("DATA_DIR", str(tmp_path))
     with patch.object(Ctx, "load_payload", return_value=_payload()), patch(
-        "website_profiling.tools.audit_tools.export_tools.export_audit_pdf",
+        "website_profiling.tools.audit_tools.export.export_tools.export_audit_pdf",
         return_value=b"%PDF",
     ):
         pdf_out = dispatch_tool("export_audit_report", {"format": "pdf"}, context=ctx, conn=conn)
         assert pdf_out.get("format") == "pdf"
 
     with patch.object(Ctx, "load_payload", return_value=_payload()), patch(
-        "website_profiling.tools.audit_tools.export_tools.export_audit_csv",
+        "website_profiling.tools.audit_tools.export.export_tools.export_audit_csv",
         side_effect=RuntimeError("export failed"),
     ):
         assert "export failed" in dispatch_tool("export_audit_report", {"format": "csv"}, context=ctx, conn=conn)["error"]
diff --git a/tests/tools/test_geo_parity.py b/tests/tools/test_geo_parity.py
index 111b097e..35cd7144 100644
--- a/tests/tools/test_geo_parity.py
+++ b/tests/tools/test_geo_parity.py
@@ -10,7 +10,7 @@
 # Phase 1 helpers: llms.txt depth scoring
 # ---------------------------------------------------------------------------
 
-from website_profiling.tools.audit_tools.geo_tools import (
+from website_profiling.tools.audit_tools.geo.geo_tools import (
     _band,
     _fetch_ai_discovery,
     _fetch_llms_txt,
@@ -148,7 +148,7 @@ def side_effect(url, **kwargs):
 # Phase 1: robots AI-bot tier parsing
 # ---------------------------------------------------------------------------
 
-from website_profiling.tools.audit_tools.geo_list_tools import (
+from website_profiling.tools.audit_tools.geo.geo_list_tools import (
     _AI_BOT_TIERS,
     _AI_CRAWLER_AGENTS,
     _agent_blocked,
@@ -210,7 +210,7 @@ def test_agent_blocked_empty_robots() -> None:
 # Phase 2: citability scoring
 # ---------------------------------------------------------------------------
 
-from website_profiling.tools.audit_tools.geo_citability import _citability_signals
+from website_profiling.tools.audit_tools.geo.geo_citability import _citability_signals
 
 
 def _make_rec(**kwargs) -> dict:
@@ -292,7 +292,7 @@ def test_citability_full_page() -> None:
 # Phase 3: generative fix tools
 # ---------------------------------------------------------------------------
 
-from website_profiling.tools.audit_tools.llm_tools import (
+from website_profiling.tools.audit_tools.integrations.llm_tools import (
     generate_geo_fix_bundle,
     generate_meta_tags,
     generate_robots_txt,
@@ -312,9 +312,9 @@ def _make_conn_ctx():
 
 
 def test_generate_robots_txt_has_all_bots() -> None:
-    from website_profiling.tools.audit_tools.geo_list_tools import _AI_BOT_TIERS
+    from website_profiling.tools.audit_tools.geo.geo_list_tools import _AI_BOT_TIERS
     conn, ctx = _make_conn_ctx()
-    with patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={"error": "disabled"}):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={"error": "disabled"}):
         result = generate_robots_txt(conn, ctx, {})
     robots = result["robots_txt"]
     for agent in list(_AI_BOT_TIERS.keys())[:5]:
@@ -325,7 +325,7 @@ def test_generate_robots_txt_has_all_bots() -> None:
 
 def test_generate_schema_website() -> None:
     conn, ctx = _make_conn_ctx()
-    with patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={"error": "disabled"}):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={"error": "disabled"}):
         result = generate_schema(conn, ctx, {"schema_type": "WebSite"})
     assert result["schema_type"] == "WebSite"
     schema = result["schema_json"]
@@ -336,14 +336,14 @@ def test_generate_schema_website() -> None:
 
 def test_generate_schema_organization() -> None:
     conn, ctx = _make_conn_ctx()
-    with patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={"error": "disabled"}):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={"error": "disabled"}):
         result = generate_schema(conn, ctx, {"schema_type": "Organization"})
     assert result["schema_json"]["@type"] == "Organization"
 
 
 def test_generate_schema_unknown_type_defaults_to_website() -> None:
     conn, ctx = _make_conn_ctx()
-    with patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={"error": "disabled"}):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={"error": "disabled"}):
         result = generate_schema(conn, ctx, {"schema_type": "NonExistent"})
     assert result["schema_type"] == "WebSite"
 
@@ -367,7 +367,7 @@ def test_generate_geo_fix_bundle_returns_structure() -> None:
     not_found_resp.text = ""
     not_found_resp.content = b""
     with patch("requests.get", return_value=not_found_resp):
-        with patch("website_profiling.tools.audit_tools.llm_tools._llm_disabled_response", return_value={"error": "disabled"}):
+        with patch("website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response", return_value={"error": "disabled"}):
             result = generate_geo_fix_bundle(conn, ctx, {})
     assert "domain" in result
     assert "llms_txt" in result
@@ -431,7 +431,7 @@ def test_resolve_api_key_missing(monkeypatch) -> None:
 
 
 def test_check_ai_citations_live_requires_opt_in() -> None:
-    from website_profiling.tools.audit_tools.integration_tools import check_ai_citations_live
+    from website_profiling.tools.audit_tools.integrations.integration_tools import check_ai_citations_live
     conn, ctx = _make_conn_ctx()
     result = check_ai_citations_live(conn, ctx, {"brand": "Example", "provider": "perplexity"})
     assert "error" in result
@@ -439,7 +439,7 @@ def test_check_ai_citations_live_requires_opt_in() -> None:
 
 
 def test_check_ai_citations_live_missing_key() -> None:
-    from website_profiling.tools.audit_tools.integration_tools import check_ai_citations_live
+    from website_profiling.tools.audit_tools.integrations.integration_tools import check_ai_citations_live
     import os
     conn, ctx = _make_conn_ctx()
     env_key = "PERPLEXITY_API_KEY"
@@ -457,7 +457,7 @@ def test_check_ai_citations_live_missing_key() -> None:
 # Phase 5: advanced detectors
 # ---------------------------------------------------------------------------
 
-from website_profiling.tools.audit_tools.geo_detectors import (
+from website_profiling.tools.audit_tools.geo.geo_detectors import (
     _check_negative_signals_for_page,
     _INJECTION_PATTERNS,
 )
@@ -525,19 +525,19 @@ def test_injection_pattern_llm_instruction() -> None:
 
 
 def test_content_decay_temporal_pattern() -> None:
-    from website_profiling.tools.audit_tools.geo_detectors import _TEMPORAL_DECAY
+    from website_profiling.tools.audit_tools.geo.geo_detectors import _TEMPORAL_DECAY
     text = "As of 2024, the platform has grown significantly."
     assert _TEMPORAL_DECAY.search(text)
 
 
 def test_content_decay_version_pattern() -> None:
-    from website_profiling.tools.audit_tools.geo_detectors import _VERSION_DECAY
+    from website_profiling.tools.audit_tools.geo.geo_detectors import _VERSION_DECAY
     text = "The app requires version v2.3 or higher."
     assert _VERSION_DECAY.search(text)
 
 
 def test_rag_chunk_readiness_anchor_sentence() -> None:
-    from website_profiling.tools.audit_tools.geo_detectors import _ANCHOR_SENTENCE_PATTERN
+    from website_profiling.tools.audit_tools.geo.geo_detectors import _ANCHOR_SENTENCE_PATTERN
     text = "Python is a high-level programming language that enables rapid development."
     assert _ANCHOR_SENTENCE_PATTERN.search(text)
 
@@ -546,13 +546,13 @@ def test_rag_chunk_readiness_anchor_sentence() -> None:
 # Phase 6: GEO drift compare
 # ---------------------------------------------------------------------------
 
-from website_profiling.tools.audit_tools.compare_slices import compare_geo_score_deltas
+from website_profiling.tools.audit_tools.compare.compare_slices import compare_geo_score_deltas
 
 
 def test_compare_geo_score_deltas_missing_baseline() -> None:
     conn = MagicMock()
     ctx = MagicMock()
-    with patch("website_profiling.tools.audit_tools.compare_slices.load_compare_pair",
+    with patch("website_profiling.tools.audit_tools.compare.compare_slices.load_compare_pair",
                return_value=(None, None, None, None, {"error": "no baseline"})):
         result = compare_geo_score_deltas(conn, ctx, {})
     assert "error" in result
@@ -571,13 +571,13 @@ def test_compare_geo_score_deltas_structure() -> None:
     zero_fresh = {"freshness_score": 4, "checked": True}
     zero_disc = {"found_count": 1, "discovery_score": 2}
 
-    with patch("website_profiling.tools.audit_tools.compare_slices.load_compare_pair",
+    with patch("website_profiling.tools.audit_tools.compare.compare_slices.load_compare_pair",
                return_value=(current, baseline, 2, 1, None)):
-        with patch("website_profiling.tools.audit_tools.geo_tools._score_robots_ai_access", return_value=zero_robots):
-            with patch("website_profiling.tools.audit_tools.geo_tools._fetch_llms_txt", return_value=zero_llms):
-                with patch("website_profiling.tools.audit_tools.geo_tools._score_meta_signals", return_value=zero_meta):
-                    with patch("website_profiling.tools.audit_tools.geo_tools._score_freshness_signals", return_value=zero_fresh):
-                        with patch("website_profiling.tools.audit_tools.geo_tools._fetch_ai_discovery", return_value=zero_disc):
+        with patch("website_profiling.tools.audit_tools.geo.geo_tools._score_robots_ai_access", return_value=zero_robots):
+            with patch("website_profiling.tools.audit_tools.geo.geo_tools._fetch_llms_txt", return_value=zero_llms):
+                with patch("website_profiling.tools.audit_tools.geo.geo_tools._score_meta_signals", return_value=zero_meta):
+                    with patch("website_profiling.tools.audit_tools.geo.geo_tools._score_freshness_signals", return_value=zero_fresh):
+                        with patch("website_profiling.tools.audit_tools.geo.geo_tools._fetch_ai_discovery", return_value=zero_disc):
                             result = compare_geo_score_deltas(conn, ctx, {})
     assert "geo_deltas" in result
     assert "regression_detected" in result
diff --git a/tests/tools/test_image_tools.py b/tests/tools/test_image_tools.py
index 72611529..5404e34c 100644
--- a/tests/tools/test_image_tools.py
+++ b/tests/tools/test_image_tools.py
@@ -8,7 +8,7 @@
 
 from website_profiling.tools.audit_tools import dispatch_tool
 from website_profiling.tools.audit_tools.context import AuditToolContext as Ctx
-from website_profiling.tools.audit_tools.image_tools import IMAGE_LIGHTHOUSE_AUDIT_IDS
+from website_profiling.tools.audit_tools.images.image_tools import IMAGE_LIGHTHOUSE_AUDIT_IDS
 
 
 @pytest.fixture
@@ -72,15 +72,22 @@ def test_get_image_audit_summary(conn: MagicMock, ctx: Ctx) -> None:
     ])
     with patch.object(Ctx, "load_payload", return_value=_payload()), patch.object(Ctx, "load_crawl_df", return_value=df):
         summary = dispatch_tool("get_image_audit_summary", {}, context=ctx, conn=conn)
-    assert summary["pages_missing_alt"] >= 1
-    assert summary["pages_without_lazy_images"] >= 1
-    assert summary["pages_missing_image_dimensions"] >= 1
+    # The crawl DataFrame is authoritative: it reports 1 page missing alt and 0
+    # for lazy/dimensions, so a real 0 must NOT be replaced by a content_urls count.
+    assert summary["pages_missing_alt"] == 1
+    assert summary["pages_without_lazy_images"] == 0
+    assert summary["pages_missing_image_dimensions"] == 0
     assert summary["images_total_crawled"] == 5
     assert summary["lighthouse_image_diagnostics"] == 2
     assert summary["image_inventory_available"] is True
     assert "page_previews" in summary
     assert summary["page_previews"]["missing_lazy"]["total"] >= 1
 
+    # When the DataFrame is absent the count falls back to content_urls.
+    with patch.object(Ctx, "load_payload", return_value=_payload()), patch.object(Ctx, "load_crawl_df", return_value=None):
+        fb = dispatch_tool("get_image_audit_summary", {}, context=ctx, conn=conn)
+    assert fb["pages_without_lazy_images"] == len(_payload().get("content_urls", {}).get("missing_lazy") or [])
+
 
 def test_list_site_image_urls(conn: MagicMock, ctx: Ctx) -> None:
     with patch.object(Ctx, "load_payload", return_value=_payload()):
diff --git a/tests/tools/test_mcp_registry.py b/tests/tools/test_mcp_registry.py
index 480b51f2..29a4c06f 100644
--- a/tests/tools/test_mcp_registry.py
+++ b/tests/tools/test_mcp_registry.py
@@ -42,7 +42,7 @@ def test_dispatch_list_properties_roundtrip() -> None:
     conn = MagicMock()
     props = [{"id": 1, "name": "ex.com", "canonical_domain": "ex.com"}]
     with patch(
-        "website_profiling.tools.audit_tools.properties.list_properties_public",
+        "website_profiling.tools.audit_tools.portfolio.properties.list_properties_public",
         return_value=props,
     ):
         result = dispatch_tool("list_properties", {}, conn=conn)
diff --git a/tests/tools/test_router_tools.py b/tests/tools/test_router_tools.py
index 08129cfb..59969620 100644
--- a/tests/tools/test_router_tools.py
+++ b/tests/tools/test_router_tools.py
@@ -4,8 +4,8 @@
 from unittest.mock import MagicMock, patch
 
 from website_profiling.tools.audit_tools import AuditToolContext
-from website_profiling.tools.audit_tools import router_tools as router_mod
-from website_profiling.tools.audit_tools.router_tools import run_domain_agent
+from website_profiling.tools.audit_tools.core import router_tools as router_mod
+from website_profiling.tools.audit_tools.core.router_tools import run_domain_agent
 
 
 def test_run_domain_agent_falls_back_to_global_search() -> None:
diff --git a/tests/tools/test_schedule_runner.py b/tests/tools/test_schedule_runner.py
index 34797ecc..92609cd2 100644
--- a/tests/tools/test_schedule_runner.py
+++ b/tests/tools/test_schedule_runner.py
@@ -33,6 +33,39 @@ def test_cron_matches_invalid_minute_or_hour() -> None:
     assert _cron_matches("abc 14 * * *", now) is False
 
 
+def test_cron_matches_day_of_month() -> None:
+    # Regression: "0 9 1 * *" previously fired EVERY day (DOM ignored); it must
+    # only fire on the 1st.
+    first = datetime(2026, 6, 1, 9, 0, tzinfo=timezone.utc)
+    second = datetime(2026, 6, 2, 9, 0, tzinfo=timezone.utc)
+    assert _cron_matches("0 9 1 * *", first) is True
+    assert _cron_matches("0 9 1 * *", second) is False
+
+
+def test_cron_matches_month_field() -> None:
+    jan1 = datetime(2026, 1, 1, 9, 0, tzinfo=timezone.utc)
+    jun1 = datetime(2026, 6, 1, 9, 0, tzinfo=timezone.utc)
+    assert _cron_matches("0 9 1 1 *", jan1) is True
+    assert _cron_matches("0 9 1 1 *", jun1) is False  # wrong month
+
+
+def test_cron_dom_dow_or_semantics() -> None:
+    # "0 9 1 * 0" = 1st of month OR Sunday (standard cron OR-semantics).
+    mon_first = datetime(2026, 6, 1, 9, 0, tzinfo=timezone.utc)   # Monday, day 1
+    sunday = datetime(2026, 6, 7, 9, 0, tzinfo=timezone.utc)      # Sunday, day 7
+    mon_eighth = datetime(2026, 6, 8, 9, 0, tzinfo=timezone.utc)  # Monday, day 8
+    assert _cron_matches("0 9 1 * 0", mon_first) is True   # DOM matches
+    assert _cron_matches("0 9 1 * 0", sunday) is True      # DOW matches
+    assert _cron_matches("0 9 1 * 0", mon_eighth) is False  # neither
+
+
+def test_cron_dom_list_and_invalid_field() -> None:
+    fifteenth = datetime(2026, 6, 15, 9, 0, tzinfo=timezone.utc)
+    assert _cron_matches("0 9 1,15 * *", fifteenth) is True
+    # A malformed day-of-month token fails closed (no spurious run).
+    assert _cron_matches("0 9 x * *", fifteenth) is False
+
+
 def test_cron_invalid_expression() -> None:
     now = datetime(2026, 6, 7, 10, 0, tzinfo=timezone.utc)
     assert _cron_matches("bad cron", now) is False
diff --git a/tests/tools/test_sql_query_tool.py b/tests/tools/test_sql_query_tool.py
index ea143c9c..057a12f7 100644
--- a/tests/tools/test_sql_query_tool.py
+++ b/tests/tools/test_sql_query_tool.py
@@ -8,7 +8,7 @@
 
 import pytest
 
-from website_profiling.tools.audit_tools.sql_query import (
+from website_profiling.tools.audit_tools.core.sql_query import (
     ReadOnlyViolation,
     _ALLOWED_TABLES,
     _MAX_SQL_BYTES,
@@ -321,6 +321,17 @@ def test_schema_qualified_secret_table_rejected(self) -> None:
         with pytest.raises(ReadOnlyViolation):
             assert_read_only("SELECT * FROM public.llm_config")
 
+    def test_schema_qualified_allowed_table_rejected(self) -> None:
+        # public.<allowed> resolves to the real base table and would bypass the
+        # injected tenant-scope CTE — must be rejected even though google_data
+        # is allowlisted unqualified.
+        with pytest.raises(ReadOnlyViolation, match="Schema-qualified"):
+            assert_read_only("SELECT * FROM public.google_data")
+
+    def test_catalog_qualified_table_rejected(self) -> None:
+        with pytest.raises(ReadOnlyViolation, match="Schema-qualified"):
+            assert_read_only("SELECT * FROM cat.public.crawl_results")
+
 
 # ---------------------------------------------------------------------------
 # assert_read_only — rejected: dangerous functions
@@ -445,6 +456,18 @@ def test_conflict_raises(self) -> None:
         with pytest.raises(ReadOnlyViolation, match="conflict"):
             _inject_scope_ctes(sql, self._stmt(sql), property_id=1)
 
+    def test_recursive_query_is_subquery_wrapped(self) -> None:
+        # Scope CTEs self-shadow their base tables, which is invalid under
+        # WITH RECURSIVE; the query must instead be wrapped in a subquery so the
+        # outer scope CTEs apply without breaking the recursive form.
+        sql = "WITH RECURSIVE sub AS (SELECT crawl_run_id FROM crawl_results) SELECT * FROM sub"
+        result = _inject_scope_ctes(sql, self._stmt(sql), property_id=3)
+        assert "WHERE property_id = 3" in result
+        assert "_scoped" in result
+        assert "WITH RECURSIVE sub" in result
+        # The injected CTEs must NOT be spliced in front of RECURSIVE.
+        assert ",\nRECURSIVE" not in result
+
 
 # ---------------------------------------------------------------------------
 # run_sql_query handler
@@ -492,7 +515,7 @@ def _fake_ro_session() -> Iterator[_FakeConn]:
         yield _FakeConn()
 
     return patch(
-        "website_profiling.tools.audit_tools.sql_query.readonly_session",
+        "website_profiling.tools.audit_tools.core.sql_query.readonly_session",
         _fake_ro_session,
     )
 
@@ -532,7 +555,7 @@ def _never_called() -> Iterator[None]:
             yield None
 
         with patch(
-            "website_profiling.tools.audit_tools.sql_query.readonly_session",
+            "website_profiling.tools.audit_tools.core.sql_query.readonly_session",
             _never_called,
         ):
             result = run_sql_query(
@@ -553,7 +576,7 @@ def _never_called() -> Iterator[None]:
             yield None
 
         with patch(
-            "website_profiling.tools.audit_tools.sql_query.readonly_session",
+            "website_profiling.tools.audit_tools.core.sql_query.readonly_session",
             _never_called,
         ):
             result = run_sql_query(
@@ -573,7 +596,7 @@ def _never_called() -> Iterator[None]:
             yield None
 
         with patch(
-            "website_profiling.tools.audit_tools.sql_query.readonly_session",
+            "website_profiling.tools.audit_tools.core.sql_query.readonly_session",
             _never_called,
         ):
             result = run_sql_query(
@@ -609,7 +632,7 @@ def _broken_session():
             yield _BrokenConn()
 
         with patch(
-            "website_profiling.tools.audit_tools.sql_query.readonly_session",
+            "website_profiling.tools.audit_tools.core.sql_query.readonly_session",
             _broken_session,
         ):
             result = run_sql_query(
@@ -697,7 +720,7 @@ def _fake_ro():
             yield _FakeConn()
 
         with patch(
-            "website_profiling.tools.audit_tools.sql_query.readonly_session",
+            "website_profiling.tools.audit_tools.core.sql_query.readonly_session",
             _fake_ro,
         ):
             run_sql_query(
@@ -748,7 +771,7 @@ def _fake_ro():
             yield _FakeConn()
 
         with patch(
-            "website_profiling.tools.audit_tools.sql_query.readonly_session",
+            "website_profiling.tools.audit_tools.core.sql_query.readonly_session",
             _fake_ro,
         ):
             run_sql_query(
@@ -826,7 +849,7 @@ def _fake_ro():
             yield _FakeConn()
 
         with patch(
-            "website_profiling.tools.audit_tools.sql_query.readonly_session",
+            "website_profiling.tools.audit_tools.core.sql_query.readonly_session",
             _fake_ro,
         ):
             result = get_sql_schema(self._conn(), self._ctx(), {})
@@ -880,7 +903,7 @@ def _fake_ro():
             yield _FakeConn()
 
         with patch(
-            "website_profiling.tools.audit_tools.sql_query.readonly_session",
+            "website_profiling.tools.audit_tools.core.sql_query.readonly_session",
             _fake_ro,
         ):
             result = get_sql_schema(self._conn(), self._ctx(), {})
@@ -908,7 +931,7 @@ def _broken_session():
             yield _BrokenConn()
 
         with patch(
-            "website_profiling.tools.audit_tools.sql_query.readonly_session",
+            "website_profiling.tools.audit_tools.core.sql_query.readonly_session",
             _broken_session,
         ):
             result = get_sql_schema(self._conn(), self._ctx(), {})
@@ -964,7 +987,7 @@ def test_sql_tools_excluded_when_disabled(self) -> None:
 
 class TestSqlQueryRemainingBranches:
     def test_anonymous_forbidden_function_with_regex_bypass(self) -> None:
-        with patch("website_profiling.tools.audit_tools.sql_query.assert_read_only_regex"):
+        with patch("website_profiling.tools.audit_tools.core.sql_query.assert_read_only_regex"):
             with pytest.raises(ReadOnlyViolation, match="not permitted"):
                 assert_read_only("SELECT pg_sleep(1)")
 
@@ -974,8 +997,8 @@ def test_select_for_update_locks_rejected(self) -> None:
 
         stmt = sqlglot.parse_one("SELECT 1")
         stmt.set("locks", [object()])
-        with patch("website_profiling.tools.audit_tools.sql_query.assert_read_only_regex"), patch(
-            "website_profiling.tools.audit_tools.sql_query.sqlglot.parse",
+        with patch("website_profiling.tools.audit_tools.core.sql_query.assert_read_only_regex"), patch(
+            "website_profiling.tools.audit_tools.core.sql_query.sqlglot.parse",
             return_value=[stmt],
         ):
             with pytest.raises(ReadOnlyViolation, match="FOR UPDATE"):
@@ -983,7 +1006,7 @@ def test_select_for_update_locks_rejected(self) -> None:
 
     def test_check_table_refs_skips_empty_table_name(self) -> None:
         from sqlglot import exp
-        from website_profiling.tools.audit_tools.sql_query import _check_table_refs
+        from website_profiling.tools.audit_tools.core.sql_query import _check_table_refs
 
         table = exp.Table(this=exp.to_identifier(""))
         select = exp.Select().from_(table)
@@ -1036,7 +1059,7 @@ def _fake_ro():
             _FakeCursor._call_count = 0
             yield _FakeConn()
 
-        with patch("website_profiling.tools.audit_tools.sql_query.readonly_session", _fake_ro):
+        with patch("website_profiling.tools.audit_tools.core.sql_query.readonly_session", _fake_ro):
             result = get_sql_schema(MagicMock(), AuditToolContext(), {})
         assert result["tables"][0]["foreign_keys"] == []
 
@@ -1052,7 +1075,7 @@ def _ro():
             conn.cursor.return_value.__enter__.return_value = cur
             yield conn
 
-        with patch("website_profiling.tools.audit_tools.sql_query.readonly_session", _ro):
+        with patch("website_profiling.tools.audit_tools.core.sql_query.readonly_session", _ro):
             result = run_sql_query(MagicMock(), AuditToolContext(), {"sql": "SELECT 1", "row_cap": "bad"})
         assert result["row_count"] == 1
 
@@ -1068,10 +1091,10 @@ def _ro():
             conn.cursor.return_value.__enter__.return_value = cur
             yield conn
 
-        with patch("website_profiling.tools.audit_tools.sql_query.readonly_session", _ro), patch(
-            "website_profiling.tools.audit_tools.sql_query.assert_read_only",
+        with patch("website_profiling.tools.audit_tools.core.sql_query.readonly_session", _ro), patch(
+            "website_profiling.tools.audit_tools.core.sql_query.assert_read_only",
         ), patch(
-            "website_profiling.tools.audit_tools.sql_query.sqlglot.parse",
+            "website_profiling.tools.audit_tools.core.sql_query.sqlglot.parse",
             side_effect=RuntimeError("parse fail"),
         ):
             result = run_sql_query(MagicMock(), AuditToolContext(property_id=1), {"sql": "SELECT 1"})
@@ -1080,11 +1103,11 @@ def _ro():
     def test_run_sql_query_scope_injection_rejected(self) -> None:
         import sqlglot
 
-        with patch("website_profiling.tools.audit_tools.sql_query.assert_read_only"), patch(
-            "website_profiling.tools.audit_tools.sql_query.sqlglot.parse",
+        with patch("website_profiling.tools.audit_tools.core.sql_query.assert_read_only"), patch(
+            "website_profiling.tools.audit_tools.core.sql_query.sqlglot.parse",
             return_value=[sqlglot.parse_one("SELECT 1")],
         ), patch(
-            "website_profiling.tools.audit_tools.sql_query._inject_scope_ctes",
+            "website_profiling.tools.audit_tools.core.sql_query._inject_scope_ctes",
             side_effect=ReadOnlyViolation("scope fail"),
         ):
             scoped = run_sql_query(MagicMock(), AuditToolContext(property_id=1), {"sql": "SELECT 1"})
@@ -1130,6 +1153,6 @@ def _fake_ro():
             _FakeCursor._call_count = 0
             yield _FakeConn()
 
-        with patch("website_profiling.tools.audit_tools.sql_query.readonly_session", _fake_ro):
+        with patch("website_profiling.tools.audit_tools.core.sql_query.readonly_session", _fake_ro):
             result = get_sql_schema(MagicMock(), AuditToolContext(), {})
         assert result["tables"][0]["foreign_keys"] == []
diff --git a/tests/tools/test_tools_branch_coverage.py b/tests/tools/test_tools_branch_coverage.py
index 5f4c5b23..78ec9049 100644
--- a/tests/tools/test_tools_branch_coverage.py
+++ b/tests/tools/test_tools_branch_coverage.py
@@ -39,7 +39,7 @@ def test_slice_and_context_remaining_branches() -> None:
 
 
 def test_crawl_remaining_branches(conn: MagicMock, ctx: Ctx) -> None:
-    from website_profiling.tools.audit_tools import crawl as crawl_mod
+    from website_profiling.tools.audit_tools.crawl import crawl as crawl_mod
 
     with patch.object(Ctx, "load_payload", return_value={"crawl_run_id": "bad"}), patch(
         "website_profiling.db.crawl_store.read_edges",
@@ -108,7 +108,7 @@ def test_crawl_remaining_branches(conn: MagicMock, ctx: Ctx) -> None:
 
 
 def test_crawl_lists_remaining_branches(conn: MagicMock, ctx: Ctx) -> None:
-    from website_profiling.tools.audit_tools import crawl_lists as cl_mod
+    from website_profiling.tools.audit_tools.crawl import crawl_lists as cl_mod
 
     assert cl_mod._is_2xx("") is False
     df_no_status = pd.DataFrame([{"url": "https://ex.com"}])
@@ -153,10 +153,10 @@ def test_crawl_lists_remaining_branches(conn: MagicMock, ctx: Ctx) -> None:
 
 
 def test_backlinks_charts_compare_and_content(conn: MagicMock, ctx: Ctx) -> None:
-    from website_profiling.tools.audit_tools import backlinks as bl_mod
-    from website_profiling.tools.audit_tools import charts as charts_mod
-    from website_profiling.tools.audit_tools import compare_slices as cmp_mod
-    from website_profiling.tools.audit_tools import content as content_mod
+    from website_profiling.tools.audit_tools.backlinks import backlinks as bl_mod
+    from website_profiling.tools.audit_tools.portfolio import charts as charts_mod
+    from website_profiling.tools.audit_tools.compare import compare_slices as cmp_mod
+    from website_profiling.tools.audit_tools.content import content as content_mod
 
     assert bl_mod.get_gsc_links_import_status(conn, Ctx(property_id=None), {})["error"]
     assert bl_mod.get_gsc_sample_links(conn, Ctx(property_id=None), {})["error"]
@@ -167,16 +167,16 @@ def test_backlinks_charts_compare_and_content(conn: MagicMock, ctx: Ctx) -> None
     with patch.object(Ctx, "load_payload", return_value={}):
         assert charts_mod.get_outlink_distribution(conn, ctx, {})["error"]
 
-    with patch("website_profiling.tools.audit_tools.report.get_report_summary", return_value={"error": "x"}):
+    with patch("website_profiling.tools.audit_tools.report.report.get_report_summary", return_value={"error": "x"}):
         assert charts_mod.get_issue_priority_breakdown(conn, ctx, {})["error"]
     with patch(
-        "website_profiling.tools.audit_tools.report.get_report_summary",
+        "website_profiling.tools.audit_tools.report.report.get_report_summary",
         return_value={"issue_counts": "bad", "total_issues": 0},
     ):
         assert charts_mod.get_issue_priority_breakdown(conn, ctx, {})["items"] == []
 
     err = {"error": "baseline missing"}
-    with patch("website_profiling.tools.audit_tools.compare_slices.load_compare_pair", return_value=(None, None, None, None, err)):
+    with patch("website_profiling.tools.audit_tools.compare.compare_slices.load_compare_pair", return_value=(None, None, None, None, err)):
         for fn in (
             cmp_mod.compare_security_deltas,
             cmp_mod.compare_content_metrics,
@@ -192,10 +192,10 @@ def test_backlinks_charts_compare_and_content(conn: MagicMock, ctx: Ctx) -> None
 
 
 def test_report_report_extras_keywords_ops(conn: MagicMock, ctx: Ctx) -> None:
-    from website_profiling.tools.audit_tools import report as report_mod
-    from website_profiling.tools.audit_tools import report_extras as rex_mod
-    from website_profiling.tools.audit_tools import keywords as kw_mod
-    from website_profiling.tools.audit_tools import ops as ops_mod
+    from website_profiling.tools.audit_tools.report import report as report_mod
+    from website_profiling.tools.audit_tools.report import report_extras as rex_mod
+    from website_profiling.tools.audit_tools.keywords import keywords as kw_mod
+    from website_profiling.tools.audit_tools.ops import ops as ops_mod
 
     assert report_mod._normalize_priority("weird") == "weird"
     with patch.object(Ctx, "load_payload", return_value={}):
@@ -251,7 +251,7 @@ def test_report_report_extras_keywords_ops(conn: MagicMock, ctx: Ctx) -> None:
         "analysis": {},
         "line_count": 1,
     }
-    with patch("website_profiling.tools.audit_tools.ops._load_log_analysis", return_value=log_row):
+    with patch("website_profiling.tools.audit_tools.ops.ops._load_log_analysis", return_value=log_row):
         assert ops_mod.get_log_top_paths(conn, ctx, {})["total"] == 0
         assert ops_mod.list_log_only_paths(conn, ctx, {})["total"] == 0
         assert ops_mod.list_crawl_only_paths(conn, ctx, {})["total"] == 0
@@ -259,15 +259,15 @@ def test_report_report_extras_keywords_ops(conn: MagicMock, ctx: Ctx) -> None:
 
 
 def test_lighthouse_links_google_health_security(conn: MagicMock, ctx: Ctx) -> None:
-    from website_profiling.tools.audit_tools import lighthouse as lh_mod
-    from website_profiling.tools.audit_tools import links as links_mod
-    from website_profiling.tools.audit_tools import google as google_mod
-    from website_profiling.tools.audit_tools import health as health_mod
-    from website_profiling.tools.audit_tools import security as sec_mod
-    from website_profiling.tools.audit_tools import indexation_tools as idx_mod
+    from website_profiling.tools.audit_tools.performance import lighthouse as lh_mod
+    from website_profiling.tools.audit_tools.links import links as links_mod
+    from website_profiling.tools.audit_tools.google import google as google_mod
+    from website_profiling.tools.audit_tools.portfolio import health as health_mod
+    from website_profiling.tools.audit_tools.security import security as sec_mod
+    from website_profiling.tools.audit_tools.indexation import indexation_tools as idx_mod
 
     with patch.object(Ctx, "load_payload", return_value={"lighthouse_by_url": "bad"}), patch(
-        "website_profiling.tools.audit_tools.lighthouse.read_lighthouse_page_summaries",
+        "website_profiling.tools.audit_tools.performance.lighthouse.read_lighthouse_page_summaries",
         return_value={"https://ex.com": {"performance": 10}},
     ):
         assert lh_mod.get_lighthouse_for_url(conn, ctx, {"url": "https://ex.com"})["lighthouse"]
@@ -317,10 +317,10 @@ def test_lighthouse_links_google_health_security(conn: MagicMock, ctx: Ctx) -> N
 
 
 def test_image_tools_and_misc_audit_modules(conn: MagicMock, ctx: Ctx) -> None:
-    from website_profiling.tools.audit_tools import image_tools as img_mod
-    from website_profiling.tools.audit_tools import onpage as onpage_mod
-    from website_profiling.tools.audit_tools import llm_tools as llm_mod
-    from website_profiling.tools.audit_tools import workflow as wf_mod
+    from website_profiling.tools.audit_tools.images import image_tools as img_mod
+    from website_profiling.tools.audit_tools.onpage import onpage as onpage_mod
+    from website_profiling.tools.audit_tools.integrations import llm_tools as llm_mod
+    from website_profiling.tools.audit_tools.ops import workflow as wf_mod
 
     payload = {
         "lighthouse_diagnostics": ["bad", {"lighthouse_audit_id": "uses-optimized-images", "title": "Images"}] * 10,
@@ -369,7 +369,7 @@ def test_image_tools_and_misc_audit_modules(conn: MagicMock, ctx: Ctx) -> None:
     with patch.object(Ctx, "load_crawl_df", return_value=pd.DataFrame([{"url": "https://ex.com", "status": "200", "noindex": "true"}])):
         assert onpage_mod.list_pages_noindex(conn, ctx, {})["total"] == 1
 
-    with patch("website_profiling.tools.audit_tools.llm_tools.run_page_coach", return_value={"coach": "ok"}):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools.run_page_coach", return_value={"coach": "ok"}):
         assert llm_mod.get_page_coach(conn, ctx, {"url": "https://ex.com"})["coach"] == "ok"
 
     assert wf_mod.list_issue_workflow(conn, Ctx(property_id=None), {})["error"]
@@ -402,25 +402,25 @@ def test_export_artifacts_workbook_and_custom(tmp_path, monkeypatch, conn: Magic
 
 
 def test_tools_remaining_branch_coverage(conn: MagicMock, ctx: Ctx, tmp_path, monkeypatch) -> None:
-    from website_profiling.tools.audit_tools import backlinks as bl_mod
-    from website_profiling.tools.audit_tools import charts as charts_mod
-    from website_profiling.tools.audit_tools import content as content_mod
-    from website_profiling.tools.audit_tools import crawl as crawl_mod
-    from website_profiling.tools.audit_tools import crawl_lists as cl_mod
-    from website_profiling.tools.audit_tools import export_tools as et_mod
-    from website_profiling.tools.audit_tools import google as google_mod
-    from website_profiling.tools.audit_tools import health as health_mod
-    from website_profiling.tools.audit_tools import image_tools as img_mod
-    from website_profiling.tools.audit_tools import issues as issues_mod
-    from website_profiling.tools.audit_tools import keywords as kw_mod
-    from website_profiling.tools.audit_tools import lighthouse as lh_mod
-    from website_profiling.tools.audit_tools import links as links_mod
-    from website_profiling.tools.audit_tools import llm_tools as llm_mod
-    from website_profiling.tools.audit_tools import onpage as onpage_mod
-    from website_profiling.tools.audit_tools import ops as ops_mod
-    from website_profiling.tools.audit_tools import report as report_mod
-    from website_profiling.tools.audit_tools import report_extras as rex_mod
-    from website_profiling.tools.audit_tools import security as sec_mod
+    from website_profiling.tools.audit_tools.backlinks import backlinks as bl_mod
+    from website_profiling.tools.audit_tools.portfolio import charts as charts_mod
+    from website_profiling.tools.audit_tools.content import content as content_mod
+    from website_profiling.tools.audit_tools.crawl import crawl as crawl_mod
+    from website_profiling.tools.audit_tools.crawl import crawl_lists as cl_mod
+    from website_profiling.tools.audit_tools.export import export_tools as et_mod
+    from website_profiling.tools.audit_tools.google import google as google_mod
+    from website_profiling.tools.audit_tools.portfolio import health as health_mod
+    from website_profiling.tools.audit_tools.images import image_tools as img_mod
+    from website_profiling.tools.audit_tools.issues import issues as issues_mod
+    from website_profiling.tools.audit_tools.keywords import keywords as kw_mod
+    from website_profiling.tools.audit_tools.performance import lighthouse as lh_mod
+    from website_profiling.tools.audit_tools.links import links as links_mod
+    from website_profiling.tools.audit_tools.integrations import llm_tools as llm_mod
+    from website_profiling.tools.audit_tools.onpage import onpage as onpage_mod
+    from website_profiling.tools.audit_tools.ops import ops as ops_mod
+    from website_profiling.tools.audit_tools.report import report as report_mod
+    from website_profiling.tools.audit_tools.report import report_extras as rex_mod
+    from website_profiling.tools.audit_tools.security import security as sec_mod
     from website_profiling.tools import export_crawl_workbook as wb_mod
 
     monkeypatch.setenv("DATA_DIR", str(tmp_path))
@@ -598,7 +598,7 @@ def test_tools_remaining_branch_coverage(conn: MagicMock, ctx: Ctx, tmp_path, mo
         "analysis": {"top_paths": "bad", "parsed_lines": 10, "googlebot_hits": 2, "crawl_compare": {"log_only_paths": ["/a"], "crawl_only_paths": ["/b"]}},
         "line_count": 1,
     }
-    with patch("website_profiling.tools.audit_tools.ops._load_log_analysis", return_value=log_row):
+    with patch("website_profiling.tools.audit_tools.ops.ops._load_log_analysis", return_value=log_row):
         assert ops_mod.get_log_top_paths(conn, ctx, {})["total"] == 0
         assert ops_mod.list_log_only_paths(conn, ctx, {})["total"] == 1
         assert ops_mod.list_crawl_only_paths(conn, ctx, {})["total"] == 1
@@ -608,7 +608,7 @@ def test_tools_remaining_branch_coverage(conn: MagicMock, ctx: Ctx, tmp_path, mo
     snap = MagicMock()
     snap.__getitem__ = lambda self, i: [80, datetime.now(timezone.utc), 1, "not-json"][i]
     conn.execute = MagicMock(return_value=MagicMock(fetchone=MagicMock(return_value=snap)))
-    with patch("website_profiling.tools.audit_tools.llm_tools.list_properties_public", return_value=props):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools.list_properties_public", return_value=props):
         portfolio = llm_mod.get_portfolio_summary(conn, ctx, {})
         assert portfolio["properties"][0]["issue_counts"] == {}
 
@@ -622,12 +622,12 @@ def test_tools_remaining_branch_coverage(conn: MagicMock, ctx: Ctx, tmp_path, mo
         export_artifacts.delete_artifact(aid)
 
     with patch.object(Ctx, "load_payload", return_value={"site_name": "Ex"}), patch(
-        "website_profiling.tools.audit_tools.export_tools._dispatch",
+        "website_profiling.tools.audit_tools.export.export_tools._dispatch",
         return_value={"error": "tool failed"},
     ):
         assert et_mod.export_list_as_csv(conn, ctx, {"tool_name": "list_broken_links"})["error"] == "tool failed"
     with patch.object(Ctx, "load_payload", return_value={"site_name": "Ex"}), patch(
-        "website_profiling.tools.audit_tools.export_tools._dispatch",
+        "website_profiling.tools.audit_tools.export.export_tools._dispatch",
         return_value={"pages": [{"url": "https://ex.com"}]},
     ):
         out = et_mod.export_list_as_csv(conn, ctx, {"tool_name": "list_broken_links"})
@@ -673,7 +673,7 @@ def test_tools_remaining_branch_coverage(conn: MagicMock, ctx: Ctx, tmp_path, mo
     snap_dict = MagicMock()
     snap_dict.__getitem__ = lambda self, i: [80, datetime.now(timezone.utc), 1, {"High": 1}][i]
     conn.execute = MagicMock(return_value=MagicMock(fetchone=MagicMock(return_value=snap_dict)))
-    with patch("website_profiling.tools.audit_tools.llm_tools.list_properties_public", return_value=[{"id": 1}]):
+    with patch("website_profiling.tools.audit_tools.integrations.llm_tools.list_properties_public", return_value=[{"id": 1}]):
         assert llm_mod.get_portfolio_summary(conn, ctx, {})["properties"][0]["issue_counts"] == {"High": 1}
 
     with patch.object(Ctx, "load_payload", return_value={"categories": ["bad", {"id": "c", "issues": ["bad", {"message": "m", "llm_recommendation": "fix"}]}]}):
@@ -696,7 +696,7 @@ def test_tools_remaining_branch_coverage(conn: MagicMock, ctx: Ctx, tmp_path, mo
     assert ops_mod.get_log_googlebot_stats(conn, Ctx(property_id=None), {})["error"]
     assert ops_mod._parse_analysis_field({"k": 1}) == {"k": 1}
     assert ops_mod._parse_analysis_field([1, 2]) == {}
-    with patch("website_profiling.tools.audit_tools.ops._load_log_analysis", return_value=None):
+    with patch("website_profiling.tools.audit_tools.ops.ops._load_log_analysis", return_value=None):
         assert ops_mod.list_log_only_paths(conn, ctx, {})["missing"]
         assert ops_mod.list_crawl_only_paths(conn, ctx, {})["missing"]
         assert ops_mod.get_log_googlebot_stats(conn, ctx, {})["missing"]
diff --git a/tests/tools/test_tools_gate100_coverage.py b/tests/tools/test_tools_gate100_coverage.py
index 711ff4f3..43bd0afe 100644
--- a/tests/tools/test_tools_gate100_coverage.py
+++ b/tests/tools/test_tools_gate100_coverage.py
@@ -7,17 +7,15 @@
 import pandas as pd
 import pytest
 
-from website_profiling.tools.audit_tools import insight_helpers as ih
+from website_profiling.tools.audit_tools.insight import insight_helpers as ih
 from website_profiling.tools.audit_tools.context import AuditToolContext as Ctx
-from website_profiling.tools.audit_tools import (
-    crawl as crawl_mod,
-    data_coverage as dc_mod,
-    google as google_mod,
-    insight_tools as insight_mod,
-    keywords as kw_mod,
-    registry,
-    router_tools as router_mod,
-)
+from website_profiling.tools.audit_tools import (registry)
+from website_profiling.tools.audit_tools.crawl import crawl as crawl_mod
+from website_profiling.tools.audit_tools.core import data_coverage as dc_mod
+from website_profiling.tools.audit_tools.google import google as google_mod
+from website_profiling.tools.audit_tools.insight import insight_tools as insight_mod
+from website_profiling.tools.audit_tools.keywords import keywords as kw_mod
+from website_profiling.tools.audit_tools.core import router_tools as router_mod
 from website_profiling.tools.audit_tools.tool_domains import (
     CANONICAL_DOMAINS,
     CHAT_ONLY_TOOLS,
@@ -83,7 +81,7 @@ def test_context_load_google_full_and_pair_fallbacks(conn: MagicMock, ctx: Ctx)
 def test_data_coverage_report_all_branches(conn: MagicMock, ctx: Ctx) -> None:
     assert dc_mod.get_data_coverage_report(conn, Ctx(property_id=None), {})["error"]
 
-    with patch("website_profiling.tools.audit_tools.data_coverage.get_property_by_id", return_value=None):
+    with patch("website_profiling.tools.audit_tools.core.data_coverage.get_property_by_id", return_value=None):
         assert dc_mod.get_data_coverage_report(conn, ctx, {})["error"] == "property not found"
 
     prop = {"google_refresh_token": "tok"}
@@ -106,7 +104,7 @@ def test_data_coverage_report_all_branches(conn: MagicMock, ctx: Ctx) -> None:
     }
     google_full = {"gsc_full": {"summary": {}}, "ga4_full": {"summary": {}}}
 
-    with patch("website_profiling.tools.audit_tools.data_coverage.get_property_by_id", return_value=prop), patch.object(
+    with patch("website_profiling.tools.audit_tools.core.data_coverage.get_property_by_id", return_value=prop), patch.object(
         Ctx, "load_payload", return_value=payload,
     ), patch.object(Ctx, "load_google", return_value=google), patch.object(
         Ctx, "load_keywords", return_value=keywords,
@@ -121,7 +119,7 @@ def test_data_coverage_report_all_branches(conn: MagicMock, ctx: Ctx) -> None:
     assert len(result["checks"]) >= 10
 
     sparse_prop = {"id": 1}
-    with patch("website_profiling.tools.audit_tools.data_coverage.get_property_by_id", return_value=sparse_prop), patch.object(
+    with patch("website_profiling.tools.audit_tools.core.data_coverage.get_property_by_id", return_value=sparse_prop), patch.object(
         Ctx, "load_payload", return_value={},
     ), patch.object(Ctx, "load_google", return_value=None), patch.object(
         Ctx, "load_keywords", return_value=None,
@@ -325,10 +323,10 @@ def test_insight_tools_dispatch(conn: MagicMock, ctx: Ctx) -> None:
         slash_diag = insight_mod.get_landing_page_full_diagnosis(conn, ctx, {"url": "https://ex.com/"})
         assert slash_diag["lighthouse"]["performance"] == 70
 
-    with patch("website_profiling.tools.audit_tools.insight_tools.list_issues", return_value={"error": "boom"}):
+    with patch("website_profiling.tools.audit_tools.insight.insight_tools.list_issues", return_value={"error": "boom"}):
         assert insight_mod.get_issue_to_traffic_map(conn, ctx, {})["error"] == "boom"
 
-    with patch("website_profiling.tools.audit_tools.insight_tools.list_issues", return_value={
+    with patch("website_profiling.tools.audit_tools.insight.insight_tools.list_issues", return_value={
         "issues": ["bad", {
             "url": "https://ex.com/x",
             "priority": "High",
diff --git a/tests/tools/test_tools_gate_remaining_coverage.py b/tests/tools/test_tools_gate_remaining_coverage.py
index d7769a70..4e8f30fa 100644
--- a/tests/tools/test_tools_gate_remaining_coverage.py
+++ b/tests/tools/test_tools_gate_remaining_coverage.py
@@ -9,17 +9,15 @@
 import requests
 
 from website_profiling.tools.audit_tools.context import AuditToolContext as Ctx
-from website_profiling.tools.audit_tools import (
-    crawl_actions as ca_mod,
-    geo_citability as cit_mod,
-    geo_detectors as det_mod,
-    geo_list_tools as geo_list_mod,
-    geo_tools as geo_mod,
-    integration_tools as int_mod,
-    llm_tools as llm_mod,
-    sql_query as sql_mod,
-)
-from website_profiling.tools.audit_tools.sql_query import ReadOnlyViolation, assert_read_only, get_sql_schema, run_sql_query
+from website_profiling.tools.audit_tools.crawl import crawl_actions as ca_mod
+from website_profiling.tools.audit_tools.geo import geo_citability as cit_mod
+from website_profiling.tools.audit_tools.geo import geo_detectors as det_mod
+from website_profiling.tools.audit_tools.geo import geo_list_tools as geo_list_mod
+from website_profiling.tools.audit_tools.geo import geo_tools as geo_mod
+from website_profiling.tools.audit_tools.integrations import integration_tools as int_mod
+from website_profiling.tools.audit_tools.integrations import llm_tools as llm_mod
+from website_profiling.tools.audit_tools.core import sql_query as sql_mod
+from website_profiling.tools.audit_tools.core.sql_query import ReadOnlyViolation, assert_read_only, get_sql_schema, run_sql_query
 
 
 @pytest.fixture
@@ -99,32 +97,32 @@ def test_crawl_action_helpers_and_validation_paths(conn: MagicMock) -> None:
     assert ca_mod._normalize_url("") == ""
     assert ca_mod._normalize_url("example.com/path") == "https://example.com/path"
     assert ca_mod._is_valid_url("") is False
-    with patch("website_profiling.tools.audit_tools.crawl_actions.urlparse", side_effect=ValueError("bad")):
+    with patch("website_profiling.tools.audit_tools.crawl.crawl_actions.urlparse", side_effect=ValueError("bad")):
         assert ca_mod._is_valid_url("https://example.com") is False
 
     broken = MagicMock()
     broken.execute.side_effect = RuntimeError("db down")
     assert ca_mod._pipeline_job_running(broken) is False
 
-    with patch("website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl", return_value=True), patch(
-        "website_profiling.tools.audit_tools.crawl_actions._pipeline_job_running",
+    with patch("website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl", return_value=True), patch(
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._pipeline_job_running",
         return_value=False,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=({"crawl_discovery_mode": "list", "crawl_url_list": ""}, []),
     ):
         out = ca_mod.prepare_audit_run(conn, Ctx(property_id=1), {"mode": "default", "start_url": "https://ex.com"})
     assert out.get("ready") is False
     assert "URL list is required" in out["errors"][0]
 
-    with patch("website_profiling.tools.audit_tools.crawl_actions.load_llm_config_from_db", return_value={"llm_chat_allow_crawl": "true"}):
+    with patch("website_profiling.tools.audit_tools.crawl.crawl_actions.load_llm_config_from_db", return_value={"llm_chat_allow_crawl": "true"}):
         assert ca_mod._chat_allow_crawl() is True
 
-    with patch("website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl", return_value=True), patch(
-        "website_profiling.tools.audit_tools.crawl_actions._pipeline_job_running",
+    with patch("website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl", return_value=True), patch(
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._pipeline_job_running",
         return_value=False,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=({}, []),
     ):
         assert ca_mod.prepare_audit_run(conn, Ctx(), {"mode": "bogus", "start_url": "https://ex.com"})["errors"]
@@ -135,7 +133,7 @@ def test_crawl_action_helpers_and_validation_paths(conn: MagicMock) -> None:
         )
         assert create_bad["ready"] is False
         with patch(
-            "website_profiling.tools.audit_tools.crawl_actions.canonical_domain_from_start_url",
+            "website_profiling.tools.audit_tools.crawl.crawl_actions.canonical_domain_from_start_url",
             return_value="",
         ):
             no_domain = ca_mod.prepare_audit_run(
@@ -148,25 +146,25 @@ def test_crawl_action_helpers_and_validation_paths(conn: MagicMock) -> None:
         assert no_url["ready"] is False
 
     prop = {"id": 9, "site_url": "https://ex.com", "default_crawl_preset": "starter"}
-    with patch("website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl", return_value=True), patch(
-        "website_profiling.tools.audit_tools.crawl_actions._pipeline_job_running",
+    with patch("website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl", return_value=True), patch(
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._pipeline_job_running",
         return_value=False,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.get_property_by_id",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.get_property_by_id",
         return_value=prop,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=({}, []),
     ):
         out = ca_mod.prepare_audit_run(conn, Ctx(property_id=9), {"mode": "default"})
     assert out["ready"] is True
     assert out["run_spec"]["state"]["active_property_id"] == "9"
 
-    with patch("website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl", return_value=True), patch(
-        "website_profiling.tools.audit_tools.crawl_actions._pipeline_job_running",
+    with patch("website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl", return_value=True), patch(
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._pipeline_job_running",
         return_value=False,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=({}, []),
     ):
         custom = ca_mod.prepare_audit_run(
@@ -185,25 +183,25 @@ def test_crawl_action_helpers_and_validation_paths(conn: MagicMock) -> None:
         )
     assert custom["ready"] is True
     assert any("Concurrency" in h for h in custom["summary"]["highlights"])
-    with patch("website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl", return_value=True), patch(
-        "website_profiling.tools.audit_tools.crawl_actions._pipeline_job_running",
+    with patch("website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl", return_value=True), patch(
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._pipeline_job_running",
         return_value=False,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=({}, []),
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.get_property_by_id",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.get_property_by_id",
         return_value={"id": 4, "site_url": "https://prop.example.com"},
     ):
         from_url = ca_mod.prepare_audit_run(conn, Ctx(property_id=4), {"mode": "default"})
     assert from_url["ready"] is True
     assert from_url["summary"]["start_url"] == "https://prop.example.com"
 
-    with patch("website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl", return_value=True), patch(
-        "website_profiling.tools.audit_tools.crawl_actions._pipeline_job_running",
+    with patch("website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl", return_value=True), patch(
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._pipeline_job_running",
         return_value=False,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=({}, []),
     ):
         lh = ca_mod.prepare_audit_run(
@@ -217,14 +215,14 @@ def test_crawl_action_helpers_and_validation_paths(conn: MagicMock) -> None:
         )
     assert lh["ready"] is True
     assert any("Lighthouse on pages: no" in h for h in lh["summary"]["highlights"])
-    with patch("website_profiling.tools.audit_tools.crawl_actions._chat_allow_crawl", return_value=True), patch(
-        "website_profiling.tools.audit_tools.crawl_actions._pipeline_job_running",
+    with patch("website_profiling.tools.audit_tools.crawl.crawl_actions._chat_allow_crawl", return_value=True), patch(
+        "website_profiling.tools.audit_tools.crawl.crawl_actions._pipeline_job_running",
         return_value=False,
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.get_property_by_id",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.get_property_by_id",
         return_value={"id": 5, "site_url": ""},
     ), patch(
-        "website_profiling.tools.audit_tools.crawl_actions.read_pipeline_config",
+        "website_profiling.tools.audit_tools.crawl.crawl_actions.read_pipeline_config",
         return_value=({}, []),
     ):
         no_site = ca_mod.prepare_audit_run(conn, Ctx(property_id=5), {"mode": "default"})
@@ -297,7 +295,7 @@ def test_citability_tool_handlers(conn: MagicMock, ctx: Ctx) -> None:
         "word_count": 50,
         "heading_sequence": "",
     }
-    with patch("website_profiling.tools.audit_tools.geo_citability.flesch_kincaid_grade", return_value=6.5):
+    with patch("website_profiling.tools.audit_tools.geo.geo_citability.flesch_kincaid_grade", return_value=6.5):
         assert cit_mod._citability_signals(mid_fluency)["signals"]["fluency"] == 6
 
 
@@ -384,7 +382,7 @@ def test_robots_ai_access_score(conn: MagicMock, ctx: Ctx) -> None:
         assert geo_list_mod.get_robots_ai_access_score(conn, ctx, {})["error"] == "domain unknown"
 
     with patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch(
-        "website_profiling.tools.audit_tools.geo_list_tools._parse_robots_txt",
+        "website_profiling.tools.audit_tools.geo.geo_list_tools._parse_robots_txt",
         return_value="",
     ):
         missing = geo_list_mod.get_robots_ai_access_score(conn, ctx, {})
@@ -392,7 +390,7 @@ def test_robots_ai_access_score(conn: MagicMock, ctx: Ctx) -> None:
 
     robots = "User-agent: GPTBot\nDisallow: /private/\nUser-agent: *\nAllow: /\n"
     with patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch(
-        "website_profiling.tools.audit_tools.geo_list_tools._parse_robots_txt",
+        "website_profiling.tools.audit_tools.geo.geo_list_tools._parse_robots_txt",
         return_value=robots,
     ):
         scored = geo_list_mod.get_robots_ai_access_score(conn, ctx, {})
@@ -411,22 +409,22 @@ def test_geo_tools_depth_and_fetch_helpers() -> None:
     assert geo_mod._score_llms_txt_depth(many_links)["depth_score"] >= 10
 
     mock_resp = MagicMock(status_code=200, text="# llms\n")
-    with patch("website_profiling.tools.audit_tools.geo_tools.requests.get", return_value=mock_resp):
+    with patch("website_profiling.tools.audit_tools.geo.geo_tools.requests.get", return_value=mock_resp):
         assert geo_mod._fetch_llms_full_txt("https://ex.com") is True
 
-    with patch("website_profiling.tools.audit_tools.geo_tools._fetch_llms_txt", return_value={"found": True, "depth": {}}), patch(
-        "website_profiling.tools.audit_tools.geo_tools._fetch_llms_full_txt",
+    with patch("website_profiling.tools.audit_tools.geo.geo_tools._fetch_llms_txt", return_value={"found": True, "depth": {}}), patch(
+        "website_profiling.tools.audit_tools.geo.geo_tools._fetch_llms_full_txt",
         return_value=True,
     ), patch.object(Ctx, "resolve_property_domain", return_value="ex.com"):
         status = geo_mod.get_llms_txt_status(MagicMock(), Ctx(), {})
     assert status["llms_full_txt_found"] is True
 
     miss = MagicMock(status_code=404, text="")
-    with patch("website_profiling.tools.audit_tools.geo_tools.requests.get", return_value=miss):
+    with patch("website_profiling.tools.audit_tools.geo.geo_tools.requests.get", return_value=miss):
         disc = geo_mod._fetch_ai_discovery("ex.com")
     assert disc["found_count"] == 0
 
-    with patch("website_profiling.tools.audit_tools.geo_tools.requests.get", side_effect=requests.RequestException("fail")):
+    with patch("website_profiling.tools.audit_tools.geo.geo_tools.requests.get", side_effect=requests.RequestException("fail")):
         disc_err = geo_mod._fetch_ai_discovery("ex.com")
     assert disc_err["endpoints"]
 
@@ -490,7 +488,7 @@ def test_llm_generator_tools(conn: MagicMock, ctx: Ctx) -> None:
     payload = {"site_name": "Ex", "categories": []}
 
     with patch.object(Ctx, "load_payload", return_value=payload), patch.object(Ctx, "load_crawl_df", return_value=df), patch(
-        "website_profiling.tools.audit_tools.llm_tools._llm_disabled_response",
+        "website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response",
         return_value={},
     ), patch(
         "website_profiling.llm.base.get_llm_client",
@@ -514,28 +512,28 @@ def test_llm_generator_tools(conn: MagicMock, ctx: Ctx) -> None:
     with patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch.object(
         Ctx, "load_payload", return_value=payload,
     ), patch.object(Ctx, "load_crawl_df", return_value=df), patch(
-        "website_profiling.tools.audit_tools.llm_tools.draft_llms_txt",
+        "website_profiling.tools.audit_tools.integrations.llm_tools.draft_llms_txt",
         return_value={"llms_txt_draft": "# Ex"},
     ), patch(
-        "website_profiling.tools.audit_tools.llm_tools.generate_robots_txt",
+        "website_profiling.tools.audit_tools.integrations.llm_tools.generate_robots_txt",
         return_value={"robots_txt": "Allow: /"},
     ), patch(
-        "website_profiling.tools.audit_tools.llm_tools.generate_schema",
+        "website_profiling.tools.audit_tools.integrations.llm_tools.generate_schema",
         side_effect=[{"schema_json": {}}, {"schema_json": {}}],
     ), patch(
-        "website_profiling.tools.audit_tools.geo_tools._fetch_llms_txt",
+        "website_profiling.tools.audit_tools.geo.geo_tools._fetch_llms_txt",
         return_value={"found": False},
     ), patch(
-        "website_profiling.tools.audit_tools.geo_tools._fetch_ai_discovery",
+        "website_profiling.tools.audit_tools.geo.geo_tools._fetch_ai_discovery",
         return_value={"endpoints": {"ai_txt": {"found": False}}},
     ), patch(
-        "website_profiling.tools.audit_tools.geo_tools._score_meta_signals",
+        "website_profiling.tools.audit_tools.geo.geo_tools._score_meta_signals",
         return_value={"has_meta_description": False},
     ), patch(
-        "website_profiling.tools.audit_tools.geo_list_tools._parse_robots_txt",
+        "website_profiling.tools.audit_tools.geo.geo_list_tools._parse_robots_txt",
         return_value="User-agent: GPTBot\nDisallow: /\n",
     ), patch(
-        "website_profiling.tools.audit_tools.geo_list_tools._parse_robots_access",
+        "website_profiling.tools.audit_tools.geo.geo_list_tools._parse_robots_access",
         return_value={"gptbot": "blocked"},
     ):
         bundle = llm_mod.generate_geo_fix_bundle(conn, ctx, {})
@@ -551,11 +549,11 @@ def test_sql_query_remaining_branches() -> None:
         assert_read_only("SELECT * FROM")
 
     with pytest.raises(ReadOnlyViolation, match="empty after parsing"):
-        with patch("website_profiling.tools.audit_tools.sql_query.sqlglot.parse", return_value=[None]):
+        with patch("website_profiling.tools.audit_tools.core.sql_query.sqlglot.parse", return_value=[None]):
             assert_read_only("SELECT 1")
 
     with pytest.raises(ReadOnlyViolation, match="not permitted"):
-        with patch("website_profiling.tools.audit_tools.sql_query.assert_read_only_regex"):
+        with patch("website_profiling.tools.audit_tools.core.sql_query.assert_read_only_regex"):
             assert_read_only("SELECT pg_sleep(1)")
 
 
@@ -602,7 +600,7 @@ def _fake_ro():
         _FakeCursor._call_count = 0
         yield _FakeConn()
 
-    with patch("website_profiling.tools.audit_tools.sql_query.readonly_session", _fake_ro):
+    with patch("website_profiling.tools.audit_tools.core.sql_query.readonly_session", _fake_ro):
         result = get_sql_schema(MagicMock(), Ctx(), {})
     tables = {t["table"]: t for t in result["tables"]}
     assert "crawl_runs" in tables
@@ -665,18 +663,18 @@ def test_remaining_geo_and_llm_gaps(conn: MagicMock, ctx: Ctx) -> None:
         capped = det_mod.get_topic_authority(conn, ctx, {"limit": 5})
     assert capped["total_pages"] == 200
 
-    with patch("website_profiling.tools.audit_tools.geo_tools.requests.get", side_effect=requests.RequestException("fail")):
+    with patch("website_profiling.tools.audit_tools.geo.geo_tools.requests.get", side_effect=requests.RequestException("fail")):
         assert geo_mod._fetch_llms_full_txt("https://ex.com") is False
 
     with patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch(
-        "website_profiling.tools.audit_tools.geo_tools._fetch_ai_discovery",
+        "website_profiling.tools.audit_tools.geo.geo_tools._fetch_ai_discovery",
         return_value={"found_count": 1, "endpoints": {}, "discovery_score": 2},
     ):
         assert geo_mod.get_ai_discovery_status(conn, ctx, {})["found_count"] == 1
 
     ok = MagicMock(status_code=200, text='<?xml version="1.0"?><urlset><url><loc>https://ex.com</loc><lastmod>2024-01-01</lastmod></url></urlset>')
     feed = MagicMock(status_code=200, text='<?xml version="1.0"?><rss><channel><item/></channel></rss>')
-    with patch("website_profiling.tools.audit_tools.geo_tools.requests.get", side_effect=[ok, feed, feed, feed]):
+    with patch("website_profiling.tools.audit_tools.geo.geo_tools.requests.get", side_effect=[ok, feed, feed, feed]):
         fresh = geo_mod._score_freshness_signals("ex.com")
     assert fresh["freshness_score"] > 0
 
@@ -685,7 +683,7 @@ def test_remaining_geo_and_llm_gaps(conn: MagicMock, ctx: Ctx) -> None:
         for i in range(12)
     ])
     with patch.object(Ctx, "load_payload", return_value={"site_name": "Ex"}), patch.object(Ctx, "load_crawl_df", return_value=faq_rows), patch(
-        "website_profiling.tools.audit_tools.llm_tools._llm_disabled_response",
+        "website_profiling.tools.audit_tools.integrations.llm_tools._llm_disabled_response",
         return_value={},
     ), patch(
         "website_profiling.llm.base.get_llm_client",
@@ -734,7 +732,7 @@ def _fake_ro():
         _FakeCursor._call_count = 0
         yield _FakeConn()
 
-    with patch("website_profiling.tools.audit_tools.sql_query.readonly_session", _fake_ro):
+    with patch("website_profiling.tools.audit_tools.core.sql_query.readonly_session", _fake_ro):
         schema = get_sql_schema(MagicMock(), Ctx(), {})
     assert schema["tables"][0]["table"] == "crawl_runs"
     assert schema["tables"][0]["foreign_keys"] == []
@@ -791,22 +789,22 @@ def _fake_ro():
     with patch.object(Ctx, "load_payload", return_value={"ner_site_summary": {"entities": ["Ex"]}}), patch.object(
         Ctx, "load_crawl_df", return_value=readiness_df,
     ), patch.object(Ctx, "resolve_property_domain", return_value="ex.com"), patch(
-        "website_profiling.tools.audit_tools.geo_tools._fetch_llms_txt",
+        "website_profiling.tools.audit_tools.geo.geo_tools._fetch_llms_txt",
         return_value={"found": False},
     ), patch(
-        "website_profiling.tools.audit_tools.geo_tools._score_robots_ai_access",
+        "website_profiling.tools.audit_tools.geo.geo_tools._score_robots_ai_access",
         return_value={"robots_score": 5},
     ), patch(
-        "website_profiling.tools.audit_tools.geo_tools._score_meta_signals",
+        "website_profiling.tools.audit_tools.geo.geo_tools._score_meta_signals",
         return_value={"meta_score": 5},
     ), patch(
-        "website_profiling.tools.audit_tools.geo_tools._score_freshness_signals",
+        "website_profiling.tools.audit_tools.geo.geo_tools._score_freshness_signals",
         return_value={"freshness_score": 4},
     ), patch(
-        "website_profiling.tools.audit_tools.geo_tools._fetch_ai_discovery",
+        "website_profiling.tools.audit_tools.geo.geo_tools._fetch_ai_discovery",
         return_value={"discovery_score": 2},
     ), patch(
-        "website_profiling.tools.audit_tools.geo_tools.get_faq_schema_coverage",
+        "website_profiling.tools.audit_tools.geo.geo_tools.get_faq_schema_coverage",
         return_value={"coverage_pct": 50},
     ):
         score = geo_mod.get_geo_readiness_score(conn, ctx, {})
diff --git a/web/package-lock.json b/web/package-lock.json
index f3f27939..04b7eef9 100644
--- a/web/package-lock.json
+++ b/web/package-lock.json
@@ -26,6 +26,7 @@
         "@tiptap/starter-kit": "^3.26.1",
         "3d-force-graph": "^1.79.1",
         "chart.js": "^4.5.1",
+        "d3": "^7.9.0",
         "lucide-react": "^0.577.0",
         "next": "15.5.14",
         "pg": "^8.21.0",
@@ -41,6 +42,7 @@
       "devDependencies": {
         "@eslint/eslintrc": "^3",
         "@tailwindcss/postcss": "^4",
+        "@types/d3": "^7.4.3",
         "@types/node": "^25.9.1",
         "@types/pg": "^8.20.0",
         "@types/react": "^19.2.16",
@@ -2776,6 +2778,290 @@
         "assertion-error": "^2.0.1"
       }
     },
+    "node_modules/@types/d3": {
+      "version": "7.4.3",
+      "resolved": "https://registry.npmjs.org/@types/d3/-/d3-7.4.3.tgz",
+      "integrity": "sha512-lZXZ9ckh5R8uiFVt8ogUNf+pIrK4EsWrx2Np75WvF/eTpJ0FMHNhjXk8CKEx/+gpHbNQyJWehbFaTvqmHWB3ww==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-array": "*",
+        "@types/d3-axis": "*",
+        "@types/d3-brush": "*",
+        "@types/d3-chord": "*",
+        "@types/d3-color": "*",
+        "@types/d3-contour": "*",
+        "@types/d3-delaunay": "*",
+        "@types/d3-dispatch": "*",
+        "@types/d3-drag": "*",
+        "@types/d3-dsv": "*",
+        "@types/d3-ease": "*",
+        "@types/d3-fetch": "*",
+        "@types/d3-force": "*",
+        "@types/d3-format": "*",
+        "@types/d3-geo": "*",
+        "@types/d3-hierarchy": "*",
+        "@types/d3-interpolate": "*",
+        "@types/d3-path": "*",
+        "@types/d3-polygon": "*",
+        "@types/d3-quadtree": "*",
+        "@types/d3-random": "*",
+        "@types/d3-scale": "*",
+        "@types/d3-scale-chromatic": "*",
+        "@types/d3-selection": "*",
+        "@types/d3-shape": "*",
+        "@types/d3-time": "*",
+        "@types/d3-time-format": "*",
+        "@types/d3-timer": "*",
+        "@types/d3-transition": "*",
+        "@types/d3-zoom": "*"
+      }
+    },
+    "node_modules/@types/d3-array": {
+      "version": "3.2.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-array/-/d3-array-3.2.2.tgz",
+      "integrity": "sha512-hOLWVbm7uRza0BYXpIIW5pxfrKe0W+D5lrFiAEYR+pb6w3N2SwSMaJbXdUfSEv+dT4MfHBLtn5js0LAWaO6otw==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-axis": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-axis/-/d3-axis-3.0.6.tgz",
+      "integrity": "sha512-pYeijfZuBd87T0hGn0FO1vQ/cgLk6E1ALJjfkC0oJ8cbwkZl3TpgS8bVBLZN+2jjGgg38epgxb2zmoGtSfvgMw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "node_modules/@types/d3-brush": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-brush/-/d3-brush-3.0.6.tgz",
+      "integrity": "sha512-nH60IZNNxEcrh6L1ZSMNA28rj27ut/2ZmI3r96Zd+1jrZD++zD3LsMIjWlvg4AYrHn/Pqz4CF3veCxGjtbqt7A==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "node_modules/@types/d3-chord": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-chord/-/d3-chord-3.0.6.tgz",
+      "integrity": "sha512-LFYWWd8nwfwEmTZG9PfQxd17HbNPksHBiJHaKuY1XeqscXacsS2tyoo6OdRsjf+NQYeB6XrNL3a25E3gH69lcg==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-color": {
+      "version": "3.1.3",
+      "resolved": "https://registry.npmjs.org/@types/d3-color/-/d3-color-3.1.3.tgz",
+      "integrity": "sha512-iO90scth9WAbmgv7ogoq57O9YpKmFBbmoEoCHDB2xMBY0+/KVrqAaCDyCE16dUspeOvIxFFRI+0sEtqDqy2b4A==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-contour": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-contour/-/d3-contour-3.0.6.tgz",
+      "integrity": "sha512-BjzLgXGnCWjUSYGfH1cpdo41/hgdWETu4YxpezoztawmqsvCeep+8QGfiY6YbDvfgHz/DkjeIkkZVJavB4a3rg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-array": "*",
+        "@types/geojson": "*"
+      }
+    },
+    "node_modules/@types/d3-delaunay": {
+      "version": "6.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-delaunay/-/d3-delaunay-6.0.4.tgz",
+      "integrity": "sha512-ZMaSKu4THYCU6sV64Lhg6qjf1orxBthaC161plr5KuPHo3CNm8DTHiLw/5Eq2b6TsNP0W0iJrUOFscY6Q450Hw==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-dispatch": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-dispatch/-/d3-dispatch-3.0.7.tgz",
+      "integrity": "sha512-5o9OIAdKkhN1QItV2oqaE5KMIiXAvDWBDPrD85e58Qlz1c1kI/J0NcqbEG88CoTwJrYe7ntUCVfeUl2UJKbWgA==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-drag": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-drag/-/d3-drag-3.0.7.tgz",
+      "integrity": "sha512-HE3jVKlzU9AaMazNufooRJ5ZpWmLIoc90A37WU2JMmeq28w1FQqCZswHZ3xR+SuxYftzHq6WU6KJHvqxKzTxxQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-selection": "*"
+      }
+    },
+    "node_modules/@types/d3-dsv": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-dsv/-/d3-dsv-3.0.7.tgz",
+      "integrity": "sha512-n6QBF9/+XASqcKK6waudgL0pf/S5XHPPI8APyMLLUHd8NqouBGLsU8MgtO7NINGtPBtk9Kko/W4ea0oAspwh9g==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-ease": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-ease/-/d3-ease-3.0.2.tgz",
+      "integrity": "sha512-NcV1JjO5oDzoK26oMzbILE6HW7uVXOHLQvHshBUW4UMdZGfiY6v5BeQwh9a9tCzv+CeefZQHJt5SRgK154RtiA==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-fetch": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-fetch/-/d3-fetch-3.0.7.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-dsv": "*"
+      }
+    },
+    "node_modules/@types/d3-force": {
+      "version": "3.0.10",
+      "resolved": "https://registry.npmjs.org/@types/d3-force/-/d3-force-3.0.10.tgz",
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+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-format": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-format/-/d3-format-3.0.4.tgz",
+      "integrity": "sha512-fALi2aI6shfg7vM5KiR1wNJnZ7r6UuggVqtDA+xiEdPZQwy/trcQaHnwShLuLdta2rTymCNpxYTiMZX/e09F4g==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-geo": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/@types/d3-geo/-/d3-geo-3.1.0.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/geojson": "*"
+      }
+    },
+    "node_modules/@types/d3-hierarchy": {
+      "version": "3.1.7",
+      "resolved": "https://registry.npmjs.org/@types/d3-hierarchy/-/d3-hierarchy-3.1.7.tgz",
+      "integrity": "sha512-tJFtNoYBtRtkNysX1Xq4sxtjK8YgoWUNpIiUee0/jHGRwqvzYxkq0hGVbbOGSz+JgFxxRu4K8nb3YpG3CMARtg==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-interpolate": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-interpolate/-/d3-interpolate-3.0.4.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-color": "*"
+      }
+    },
+    "node_modules/@types/d3-path": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/@types/d3-path/-/d3-path-3.1.1.tgz",
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+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-polygon": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/@types/d3-polygon/-/d3-polygon-3.0.2.tgz",
+      "integrity": "sha512-ZuWOtMaHCkN9xoeEMr1ubW2nGWsp4nIql+OPQRstu4ypeZ+zk3YKqQT0CXVe/PYqrKpZAi+J9mTs05TKwjXSRA==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-quadtree": {
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/@types/d3-quadtree/-/d3-quadtree-3.0.6.tgz",
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+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-random": {
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/@types/d3-random/-/d3-random-3.0.3.tgz",
+      "integrity": "sha512-Imagg1vJ3y76Y2ea0871wpabqp613+8/r0mCLEBfdtqC7xMSfj9idOnmBYyMoULfHePJyxMAw3nWhJxzc+LFwQ==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-scale": {
+      "version": "4.0.9",
+      "resolved": "https://registry.npmjs.org/@types/d3-scale/-/d3-scale-4.0.9.tgz",
+      "integrity": "sha512-dLmtwB8zkAeO/juAMfnV+sItKjlsw2lKdZVVy6LRr0cBmegxSABiLEpGVmSJJ8O08i4+sGR6qQtb6WtuwJdvVw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-time": "*"
+      }
+    },
+    "node_modules/@types/d3-scale-chromatic": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/@types/d3-scale-chromatic/-/d3-scale-chromatic-3.1.0.tgz",
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+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-selection": {
+      "version": "3.0.11",
+      "resolved": "https://registry.npmjs.org/@types/d3-selection/-/d3-selection-3.0.11.tgz",
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+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/@types/d3-shape": {
+      "version": "3.1.8",
+      "resolved": "https://registry.npmjs.org/@types/d3-shape/-/d3-shape-3.1.8.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/d3-path": "*"
+      }
+    },
+    "node_modules/@types/d3-time": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/@types/d3-time/-/d3-time-3.0.4.tgz",
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+      "dev": true,
+      "license": "MIT"
+    },
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+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/rw/-/rw-1.3.3.tgz",
+      "integrity": "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ==",
+      "license": "BSD-3-Clause"
+    },
     "node_modules/safe-array-concat": {
       "version": "1.1.3",
       "resolved": "https://registry.npmjs.org/safe-array-concat/-/safe-array-concat-1.1.3.tgz",
@@ -9225,6 +9830,12 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/safer-buffer": {
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
+      "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==",
+      "license": "MIT"
+    },
     "node_modules/scheduler": {
       "version": "0.26.0",
       "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.26.0.tgz",
diff --git a/web/package.json b/web/package.json
index 8846b2a4..7cc274fe 100644
--- a/web/package.json
+++ b/web/package.json
@@ -30,6 +30,7 @@
     "@tiptap/starter-kit": "^3.26.1",
     "3d-force-graph": "^1.79.1",
     "chart.js": "^4.5.1",
+    "d3": "^7.9.0",
     "lucide-react": "^0.577.0",
     "next": "15.5.14",
     "pg": "^8.21.0",
@@ -45,6 +46,7 @@
   "devDependencies": {
     "@eslint/eslintrc": "^3",
     "@tailwindcss/postcss": "^4",
+    "@types/d3": "^7.4.3",
     "@types/node": "^25.9.1",
     "@types/pg": "^8.20.0",
     "@types/react": "^19.2.16",
diff --git a/web/src/components/charts/CategoryScoreGauge.tsx b/web/src/components/charts/CategoryScoreGauge.tsx
index 648a2256..cddae341 100644
--- a/web/src/components/charts/CategoryScoreGauge.tsx
+++ b/web/src/components/charts/CategoryScoreGauge.tsx
@@ -2,10 +2,16 @@
 
 import { format, strings } from '@/lib/strings';
 import { scoreBandColor } from '@/utils/chartPalette';
+import { buildCriticalOverlayPath, buildScoreArcPaths } from '@/lib/viz/arcGauge';
 
 const vo = strings.views.overview;
 const sj = strings.common;
 
+const INNER_R = 13.5;
+const OUTER_R = 15.9155;
+const CX = 18;
+const CY = 18;
+
 export interface CategoryScoreGaugeProps {
   name: string;
   score?: number | null;
@@ -14,7 +20,6 @@ export interface CategoryScoreGaugeProps {
 }
 
 export function CategoryScoreGauge({ name, score, size = 'md', onClick }: CategoryScoreGaugeProps) {
-  const clamped = score != null ? Math.min(100, Math.max(0, score)) : 0;
   const label =
     score == null ? sj.na : score >= 80 ? vo.scoreGood : score >= 50 ? vo.scoreNeeds : vo.scoreCritical;
   const labelCls =
@@ -31,6 +36,9 @@ export function CategoryScoreGauge({ name, score, size = 'md', onClick }: Catego
     size === 'lg' ? 'w-28 h-28' : size === 'sm' ? 'w-16 h-16' : 'w-20 h-20';
   const textSize = size === 'lg' ? 'text-3xl' : size === 'sm' ? 'text-lg' : 'text-xl';
 
+  const { background, foreground } = buildScoreArcPaths(score, INNER_R, OUTER_R);
+  const criticalOverlay = isCritical ? buildCriticalOverlayPath(INNER_R, OUTER_R) : null;
+
   const inner = (
     <>
       <div
@@ -41,31 +49,21 @@ export function CategoryScoreGauge({ name, score, size = 'md', onClick }: Catego
           score: score != null ? score : sj.na,
         })}
       >
-        <svg viewBox="0 0 36 36" className={`${dim} -rotate-90`}>
-          <path
-            d="M18 2.0845 a 15.9155 15.9155 0 0 1 0 31.831 a 15.9155 15.9155 0 0 1 0 -31.831"
-            fill="none"
-            stroke="#1F2937"
-            strokeWidth="3"
-          />
-          <path
-            d="M18 2.0845 a 15.9155 15.9155 0 0 1 0 31.831 a 15.9155 15.9155 0 0 1 0 -31.831"
-            fill="none"
-            stroke={color}
-            strokeWidth="3"
-            strokeDasharray={score != null ? `${clamped}, 100` : '0, 100'}
-            strokeLinecap="round"
-          />
-          {isCritical ? (
-            <path
-              d="M18 2.0845 a 15.9155 15.9155 0 0 1 0 31.831 a 15.9155 15.9155 0 0 1 0 -31.831"
-              fill="none"
-              stroke={color}
-              strokeWidth="1.5"
-              strokeDasharray="3 3"
-              opacity="0.8"
-            />
-          ) : null}
+        <svg viewBox="0 0 36 36" className={dim} aria-hidden="true">
+          <g transform={`translate(${CX},${CY})`}>
+            <path d={background} fill="#1F2937" />
+            {foreground ? <path d={foreground} fill={color} /> : null}
+            {criticalOverlay ? (
+              <path
+                d={criticalOverlay}
+                fill="none"
+                stroke={color}
+                strokeWidth={1.5}
+                strokeDasharray="3 3"
+                opacity={0.8}
+              />
+            ) : null}
+          </g>
         </svg>
         <div className={`absolute inset-0 flex items-center justify-center font-bold text-bright ${textSize}`}>
           {score != null ? score : sj.na}
diff --git a/web/src/components/charts/DistributionChart.tsx b/web/src/components/charts/DistributionChart.tsx
index 2b0d59f7..d1c36a40 100644
--- a/web/src/components/charts/DistributionChart.tsx
+++ b/web/src/components/charts/DistributionChart.tsx
@@ -1,12 +1,9 @@
 'use client';
 
-import { Doughnut, Bar } from 'react-chartjs-2';
 import type { StatusDistribution } from '@/lib/statusDistribution';
 import { palette } from '@/utils/chartPalette';
-import { barOptionsHorizontal } from '@/utils/chartJsDefaults';
-import { doughnutOptionsWithPercentTooltip } from '@/lib/chartDoughnutUtils';
-import { ChartAccessibleFallback } from './ChartAccessibleFallback';
-import { ChartPanel } from './ChartPanel';
+import { D3DonutChart } from './d3/D3DonutChart';
+import { D3HorizontalBarChart } from './d3/D3HorizontalBarChart';
 
 export interface StatusDistributionChartProps {
   distribution: StatusDistribution;
@@ -16,45 +13,28 @@ export interface StatusDistributionChartProps {
 /** Renders grouped HTTP status as doughnut (≤6 slices) or horizontal bar. */
 export function StatusDistributionChart({ distribution, heightClass = 'h-56' }: StatusDistributionChartProps) {
   const { mode, labels, values, aria } = distribution;
-  const rows = labels.map((label, i) => [label, values[i] ?? 0] as [string, string | number]);
   const colors = palette(labels.length);
 
   if (mode === 'doughnut') {
     return (
-      <ChartAccessibleFallback summary={aria} rows={rows}>
-        <div className={`${heightClass} flex items-center justify-center`} role="presentation">
-          <div className="w-full max-w-[280px] h-full">
-            <Doughnut
-              data={{
-                labels,
-                datasets: [
-                  {
-                    data: values,
-                    backgroundColor: colors,
-                    borderColor: 'rgba(15,23,42,0.8)',
-                    borderWidth: 2,
-                  },
-                ],
-              }}
-              options={doughnutOptionsWithPercentTooltip()}
-            />
-          </div>
-        </div>
-      </ChartAccessibleFallback>
+      <D3DonutChart
+        labels={labels}
+        values={values}
+        colors={colors}
+        ariaLabel={aria}
+        heightClass={heightClass}
+      />
     );
   }
 
   return (
-    <ChartAccessibleFallback summary={aria} rows={rows}>
-      <ChartPanel heightClass={heightClass}>
-        <Bar
-          data={{
-            labels,
-            datasets: [{ data: values, backgroundColor: colors }],
-          }}
-          options={barOptionsHorizontal(undefined, labels)}
-        />
-      </ChartPanel>
-    </ChartAccessibleFallback>
+    <D3HorizontalBarChart
+      data={{
+        labels,
+        series: [{ values, colors }],
+      }}
+      ariaLabel={aria}
+      heightClass={heightClass}
+    />
   );
 }
diff --git a/web/src/components/charts/compact/CompactAreaSparkline.tsx b/web/src/components/charts/compact/CompactAreaSparkline.tsx
index dcf5c41a..1d22a9c5 100644
--- a/web/src/components/charts/compact/CompactAreaSparkline.tsx
+++ b/web/src/components/charts/compact/CompactAreaSparkline.tsx
@@ -1,6 +1,9 @@
 'use client';
 
 import { useId } from 'react';
+import { scaleLinear } from 'd3-scale';
+import { line, area } from 'd3-shape';
+import { extent } from 'd3-array';
 
 export interface CompactAreaSparklineProps {
   points: number[];
@@ -18,40 +21,55 @@ export function CompactAreaSparkline({
   const fillId = useId();
   if (points.length < 2) return null;
 
-  const max = Math.max(...points);
-  const min = Math.min(...points);
-  const range = max - min || 1;
-  const coords = points
-    .map((p, i) => {
-      const x = (i / (points.length - 1)) * 100;
-      const y = 100 - ((p - min) / range) * 100;
-      return `${x},${y}`;
-    })
-    .join(' ');
+  const width = 100;
+  const height = 32;
+  const padding = 2;
+
+  const xScale = scaleLinear()
+    .domain([0, points.length - 1])
+    .range([padding, width - padding]);
+
+  const [yMin, yMax] = extent(points) as [number, number];
+  const yRange = yMax - yMin || 1;
+  const yScale = scaleLinear()
+    .domain([yMin, yMax])
+    .range([height - padding, padding]);
+
+  const lineGen = line<number>()
+    .x((_, i) => xScale(i))
+    .y((d) => yScale(d));
+
+  const areaGen = area<number>()
+    .x((_, i) => xScale(i))
+    .y0(height)
+    .y1((d) => yScale(d));
+
+  const linePath = lineGen(points) ?? '';
+  const areaPath = areaGen(points) ?? '';
 
   return (
     <svg
-      viewBox="0 0 100 32"
+      viewBox={`0 0 ${width} ${height}`}
       className={`${heightClass} w-full ${className}`.trim()}
       preserveAspectRatio="none"
-      aria-hidden
+      aria-hidden="true"
     >
-      <polyline
-        fill="none"
-        stroke="currentColor"
-        strokeWidth="2"
-        strokeLinecap="round"
-        strokeLinejoin="round"
-        className={strokeClassName}
-        points={coords}
-      />
-      <polyline fill={`url(#${fillId})`} stroke="none" points={`0,32 ${coords} 100,32`} />
       <defs>
         <linearGradient id={fillId} x1="0" y1="0" x2="0" y2="1">
           <stop offset="0%" stopColor="rgb(59 130 246 / 0.25)" />
           <stop offset="100%" stopColor="rgb(59 130 246 / 0)" />
         </linearGradient>
       </defs>
+      <path d={areaPath} fill={`url(#${fillId})`} />
+      <path
+        d={linePath}
+        fill="none"
+        stroke="currentColor"
+        strokeWidth={2}
+        strokeLinecap="round"
+        strokeLinejoin="round"
+        className={strokeClassName}
+      />
     </svg>
   );
 }
diff --git a/web/src/components/charts/compact/CompactBarChart.tsx b/web/src/components/charts/compact/CompactBarChart.tsx
index 47e27b7a..edfd8ff8 100644
--- a/web/src/components/charts/compact/CompactBarChart.tsx
+++ b/web/src/components/charts/compact/CompactBarChart.tsx
@@ -1,4 +1,8 @@
-import type { CSSProperties } from 'react';
+'use client';
+
+import { useRef } from 'react';
+import { scaleBand, scaleLinear } from 'd3-scale';
+import { useMeasureWidth } from '@/lib/viz/hooks/useMeasureWidth';
 
 export type CompactBarChartVariant = 'default' | 'chubby';
 
@@ -14,26 +18,9 @@ export interface CompactBarChartProps {
   heightClass?: string;
 }
 
-const DEFAULT_BAR =
-  'min-w-0 flex-1 rounded-sm bg-gradient-to-t from-blue-600/55 to-blue-400/25';
-const CHUBBY_BAR_BASE =
-  'w-10 shrink-0 rounded-lg shadow-sm sm:w-12';
-
-function barFillStyle(color: string | undefined, variant: CompactBarChartVariant): CSSProperties {
-  if (color) {
-    return {
-      background: `linear-gradient(to top, ${color}dd, ${color}66)`,
-    };
-  }
-  return {};
-}
-
-function barClassName(color: string | undefined, variant: CompactBarChartVariant): string {
-  if (variant === 'chubby') {
-    return color ? CHUBBY_BAR_BASE : `${CHUBBY_BAR_BASE} bg-gradient-to-t from-blue-600/70 to-blue-400/35`;
-  }
-  return color ? 'min-w-0 flex-1 rounded-sm' : DEFAULT_BAR;
-}
+const DEFAULT_FILL = 'url(#compactBarDefaultGrad)';
+const CHUBBY_MIN = 18;
+const DEFAULT_MIN = 4;
 
 export function CompactBarChart({
   heights,
@@ -43,65 +30,90 @@ export function CompactBarChart({
   className = '',
   heightClass = 'h-20',
 }: CompactBarChartProps) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const width = useMeasureWidth(containerRef);
+
   if (!heights.length) return null;
 
-  const minPercent = variant === 'chubby' ? 18 : 4;
-  const plotHeightClass = variant === 'chubby' ? 'h-28' : heightClass;
+  const isChubby = variant === 'chubby';
+  const plotHeight = isChubby ? 112 : 80;
+  const minPercent = isChubby ? CHUBBY_MIN : DEFAULT_MIN;
+  const barWidth = isChubby ? 48 : undefined;
+  const svgWidth = isChubby
+    ? Math.max(heights.length * 56, 120)
+    : width > 0
+      ? width
+      : 200;
+  const innerHeight = plotHeight - (isChubby ? 24 : 8);
+
+  const xScale = scaleBand<string>()
+    .domain(heights.map((_, i) => String(i)))
+    .range([isChubby ? 8 : 4, svgWidth - (isChubby ? 8 : 4)])
+    .padding(isChubby ? 0.35 : 0.15);
 
-  if (variant === 'chubby') {
-    return (
-      <div
-        className={`rounded-xl border border-default/50 bg-brand-950/35 px-3 py-3 ${className}`.trim()}
-        role="img"
-        aria-hidden
-      >
-        <div className="flex flex-wrap items-end justify-center gap-3 sm:gap-4">
+  const yScale = scaleLinear()
+    .domain([0, 100])
+    .range([innerHeight, 0]);
+
+  const wrapperClass = isChubby
+    ? `rounded-xl border border-default/50 bg-brand-950/35 px-3 py-3 ${className}`.trim()
+    : `rounded-md bg-brand-950/30 px-1 pb-1 pt-2 ${heightClass} ${className}`.trim();
+
+  return (
+    <div ref={containerRef} className={wrapperClass} role="img" aria-hidden="true">
+      {width > 0 || isChubby ? (
+        <svg width={svgWidth} height={plotHeight} aria-hidden="true">
+          <defs>
+            <linearGradient id="compactBarDefaultGrad" x1="0" y1="1" x2="0" y2="0">
+              <stop offset="0%" stopColor="rgba(37, 99, 235, 0.55)" />
+              <stop offset="100%" stopColor="rgba(96, 165, 250, 0.25)" />
+            </linearGradient>
+            <linearGradient id="compactBarChubbyGrad" x1="0" y1="1" x2="0" y2="0">
+              <stop offset="0%" stopColor="rgba(37, 99, 235, 0.7)" />
+              <stop offset="100%" stopColor="rgba(96, 165, 250, 0.35)" />
+            </linearGradient>
+          </defs>
           {heights.map((h, i) => {
             const pct = Math.min(100, Math.max(minPercent, h));
+            const key = String(i);
+            const x = xScale(key) ?? 0;
+            const bw = barWidth ?? xScale.bandwidth();
+            const barH = innerHeight - yScale(pct);
+            const y = yScale(pct);
             const color = colors?.[i];
+            const fill = color ?? (isChubby ? 'url(#compactBarChubbyGrad)' : DEFAULT_FILL);
+            const bx = isChubby ? x + (xScale.bandwidth() - bw) / 2 : x;
+
             return (
-              <div key={labels?.[i] ?? i} className="flex flex-col items-center gap-2">
-                <div className={`flex ${plotHeightClass} w-10 items-end sm:w-12`}>
-                  <div
-                    className={`${barClassName(color, variant)} w-full`}
-                    style={{
-                      height: `${pct}%`,
-                      ...barFillStyle(color, variant),
-                    }}
-                  />
-                </div>
-                {labels?.[i] ? (
-                  <span className="text-[10px] font-mono font-semibold uppercase text-muted-foreground">
+              <g key={key}>
+                <rect
+                  x={bx}
+                  y={y}
+                  width={bw}
+                  height={Math.max(barH, 2)}
+                  rx={isChubby ? 8 : 2}
+                  ry={isChubby ? 8 : 2}
+                  fill={color ?? fill}
+                  opacity={color ? 0.9 : 1}
+                />
+                {isChubby && labels?.[i] ? (
+                  <text
+                    x={x + xScale.bandwidth() / 2}
+                    y={plotHeight - 4}
+                    textAnchor="middle"
+                    fontSize={10}
+                    fontFamily="ui-monospace, monospace"
+                    fontWeight={600}
+                    fill="var(--muted-foreground, #94a3b8)"
+                  >
                     {labels[i]}
-                  </span>
+                  </text>
                 ) : null}
-              </div>
+              </g>
             );
           })}
-        </div>
-      </div>
-    );
-  }
-
-  return (
-    <div
-      className={`flex ${heightClass} items-end gap-0.5 rounded-md bg-brand-950/30 px-1 pb-1 pt-2 ${className}`.trim()}
-      role="img"
-      aria-hidden
-    >
-      {heights.map((h, i) => {
-        const color = colors?.[i];
-        return (
-          <div
-            key={i}
-            className={barClassName(color, variant)}
-            style={{
-              height: `${Math.min(100, Math.max(minPercent, h))}%`,
-              ...barFillStyle(color, variant),
-            }}
-          />
-        );
-      })}
+        </svg>
+      ) : null}
     </div>
   );
 }
diff --git a/web/src/components/charts/compact/CompactDonut.tsx b/web/src/components/charts/compact/CompactDonut.tsx
index 70163f7f..2f6ffb33 100644
--- a/web/src/components/charts/compact/CompactDonut.tsx
+++ b/web/src/components/charts/compact/CompactDonut.tsx
@@ -1,3 +1,8 @@
+'use client';
+
+import { arc, pie } from 'd3-shape';
+import { scaleLinear } from 'd3-scale';
+
 export interface CompactDonutSegment {
   label: string;
   value: number;
@@ -8,9 +13,7 @@ export interface CompactDonutProps {
   segments: CompactDonutSegment[];
   centerLabel?: string;
   centerValue?: string;
-  /** When true, legend shows raw counts; otherwise percentages of total */
   showCounts?: boolean;
-  /** Tailwind size classes for the donut ring (default compact h-14 w-14) */
   ringClassName?: string;
 }
 
@@ -24,44 +27,59 @@ export function CompactDonut({
   const total = segments.reduce((sum, s) => sum + s.value, 0);
   if (total <= 0) return null;
 
-  let cumulative = 0;
-  const gradient = segments
-    .map((s) => {
-      const start = (cumulative / total) * 100;
-      cumulative += s.value;
-      const end = (cumulative / total) * 100;
-      return `${s.color} ${start}% ${end}%`;
-    })
-    .join(', ');
+  const size = 56;
+  const cx = size / 2;
+  const cy = size / 2;
+  const outerR = size / 2 - 2;
+  const innerR = outerR * 0.62;
+
+  const pieLayout = pie<CompactDonutSegment>().sort(null).value((d) => d.value);
+  const arcGen = arc<{ startAngle: number; endAngle: number; data: CompactDonutSegment }>()
+    .innerRadius(innerR)
+    .outerRadius(outerR);
+  const arcs = pieLayout(segments);
+
+  const pctScale = scaleLinear().domain([0, total]).range([0, 100]);
 
   return (
     <div className="flex items-center gap-2">
       <div className={`relative shrink-0 ${ringClassName}`.trim()}>
-        <div className="h-full w-full rounded-full" style={{ background: `conic-gradient(${gradient})` }} />
-        <div className="absolute inset-[22%] flex flex-col items-center justify-center rounded-full bg-brand-900/95">
-          {centerValue ? (
-            <span className="text-[10px] font-bold tabular-nums text-bright">{centerValue}</span>
-          ) : null}
-          {centerLabel ? (
-            <span className="text-[7px] uppercase text-muted-foreground">{centerLabel}</span>
-          ) : null}
-        </div>
+        <svg viewBox={`0 0 ${size} ${size}`} className="h-full w-full" aria-hidden="true">
+          <g transform={`translate(${cx},${cy})`}>
+            {arcs.map((d) => (
+              <path
+                key={d.data.label}
+                d={arcGen(d) ?? ''}
+                fill={d.data.color}
+                stroke="var(--background, #0f172a)"
+                strokeWidth={1}
+              />
+            ))}
+          </g>
+        </svg>
+        {centerLabel || centerValue ? (
+          <div className="absolute inset-0 flex flex-col items-center justify-center text-center leading-tight">
+            {centerValue ? (
+              <span className="text-xs font-bold tabular-nums text-foreground">{centerValue}</span>
+            ) : null}
+            {centerLabel ? (
+              <span className="text-[8px] text-muted-foreground">{centerLabel}</span>
+            ) : null}
+          </div>
+        ) : null}
       </div>
-      <ul className="min-w-0 flex-1 space-y-1">
-        {segments.map((s) => {
-          const pct = Math.round((s.value / total) * 100);
-          return (
-            <li key={s.label} className="flex items-center justify-between gap-1 text-[9px] sm:text-[10px]">
-              <span className="flex min-w-0 items-center gap-1 text-muted-foreground">
-                <span className="h-1.5 w-1.5 shrink-0 rounded-full" style={{ background: s.color }} />
-                <span className="truncate">{s.label}</span>
-              </span>
-              <span className="shrink-0 font-semibold tabular-nums text-foreground">
-                {showCounts ? s.value.toLocaleString() : `${pct}%`}
-              </span>
-            </li>
-          );
-        })}
+      <ul className="min-w-0 space-y-0.5 text-[10px] text-muted-foreground">
+        {segments.map((s) => (
+          <li key={s.label} className="flex items-center gap-1.5">
+            <span className="h-2 w-2 shrink-0 rounded-sm" style={{ background: s.color }} />
+            <span className="truncate">
+              {s.label}{' '}
+              {showCounts
+                ? `(${s.value.toLocaleString()})`
+                : `(${pctScale(s.value).toFixed(1)}%)`}
+            </span>
+          </li>
+        ))}
       </ul>
     </div>
   );
diff --git a/web/src/components/charts/d3/D3DonutChart.tsx b/web/src/components/charts/d3/D3DonutChart.tsx
new file mode 100644
index 00000000..3edc9903
--- /dev/null
+++ b/web/src/components/charts/d3/D3DonutChart.tsx
@@ -0,0 +1,175 @@
+'use client';
+
+import { useRef, useState } from 'react';
+import { arc, pie } from 'd3-shape';
+import { getChartLegendLabelColor } from '@/utils/chartJsDefaults';
+import { sliceTotal, slicePercent, filterZeroSlices } from '@/lib/chartDoughnutUtils';
+import { useMeasureWidth } from '@/lib/viz/hooks/useMeasureWidth';
+import { ChartAccessibleFallback } from '../ChartAccessibleFallback';
+import { ChartPanel } from '../ChartPanel';
+
+export interface D3DonutChartProps {
+  labels: string[];
+  values: number[];
+  colors: string[];
+  ariaLabel?: string;
+  /** If true, show raw counts; otherwise show percentages in legend */
+  showCounts?: boolean;
+  heightClass?: string;
+}
+
+interface TooltipState {
+  x: number;
+  y: number;
+  label: string;
+  value: number;
+  pct: string;
+}
+
+function filterSliceColors(labels: string[], values: number[], colors: string[]): string[] {
+  const out: string[] = [];
+  labels.forEach((label, i) => {
+    if (Number(values[i] ?? 0) > 0) {
+      out.push(colors[i] ?? colors[i % colors.length] ?? '#4C72B0');
+    }
+  });
+  return out;
+}
+
+export function D3DonutChart({
+  labels,
+  values,
+  colors,
+  ariaLabel,
+  showCounts = false,
+  heightClass = 'h-56',
+}: D3DonutChartProps) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const width = useMeasureWidth(containerRef);
+  const [tooltip, setTooltip] = useState<TooltipState | null>(null);
+  const [hoveredIndex, setHoveredIndex] = useState<number | null>(null);
+
+  const { labels: filteredLabels, values: filteredValues } = filterZeroSlices(labels, values);
+  const filteredColors = filterSliceColors(labels, values, colors);
+  const total = sliceTotal(filteredValues);
+  const rows: Array<[string, string | number]> = filteredLabels.map((l, i) => [l, filteredValues[i] ?? 0]);
+  const legendColor = getChartLegendLabelColor();
+
+  if (total <= 0) return null;
+
+  const LEGEND_ROW_HEIGHT = 20;
+  const legendHeight = filteredLabels.length * LEGEND_ROW_HEIGHT + 8;
+  const chartWidth = width > 0 ? Math.min(width, 280) : 280;
+  const svgHeight = Math.min(chartWidth * 0.6, 180);
+  const totalHeight = svgHeight + legendHeight;
+  const cx = chartWidth / 2;
+  const cy = svgHeight / 2;
+  const outerR = Math.max(Math.min(cx, cy) - 6, 0);
+  const innerR = outerR * 0.55;
+
+  const pieLayout = pie<number>().sort(null).value((d) => d);
+  const arcGen = arc<{ startAngle: number; endAngle: number }>()
+    .innerRadius(innerR)
+    .outerRadius(outerR);
+  const hoverArcGen = arc<{ startAngle: number; endAngle: number }>()
+    .innerRadius(innerR)
+    .outerRadius(outerR + 6);
+
+  const arcs = pieLayout(filteredValues);
+
+  return (
+    <ChartPanel heightClass={heightClass}>
+      <ChartAccessibleFallback summary={ariaLabel ?? ''} rows={rows}>
+        <div
+          ref={containerRef}
+          className="flex h-full w-full items-center justify-center"
+          role="img"
+          aria-label={ariaLabel}
+        >
+          {width > 0 && outerR > 0 ? (
+            <svg
+              width={chartWidth}
+              height={totalHeight}
+              aria-hidden="true"
+              className="max-w-[280px]"
+              onMouseLeave={() => {
+                setTooltip(null);
+                setHoveredIndex(null);
+              }}
+            >
+              <g transform={`translate(${cx},${cy})`}>
+                {arcs.map((d, i) => {
+                  const color = filteredColors[i] ?? '#4C72B0';
+                  const isHovered = hoveredIndex === i;
+                  const pathD = isHovered
+                    ? hoverArcGen({ startAngle: d.startAngle, endAngle: d.endAngle }) ?? ''
+                    : arcGen({ startAngle: d.startAngle, endAngle: d.endAngle }) ?? '';
+
+                  return (
+                    <path
+                      key={filteredLabels[i]}
+                      d={pathD}
+                      fill={color}
+                      stroke="var(--background, #0f172a)"
+                      strokeWidth={2}
+                      style={{ cursor: 'default', transition: 'all 0.1s' }}
+                      onMouseEnter={(e) => {
+                        setHoveredIndex(i);
+                        const svgRect = (e.currentTarget.ownerSVGElement as SVGElement).getBoundingClientRect();
+                        setTooltip({
+                          x: e.clientX - svgRect.left,
+                          y: e.clientY - svgRect.top - 8,
+                          label: filteredLabels[i] ?? '',
+                          value: filteredValues[i] ?? 0,
+                          pct: slicePercent(filteredValues[i] ?? 0, total).toFixed(1),
+                        });
+                      }}
+                      onMouseLeave={() => {
+                        setTooltip(null);
+                        setHoveredIndex(null);
+                      }}
+                    />
+                  );
+                })}
+              </g>
+
+              <g transform={`translate(${Math.max(chartWidth / 2 - 80, 0)},${svgHeight + 4})`}>
+                {filteredLabels.map((label, i) => {
+                  const color = filteredColors[i] ?? '#4C72B0';
+                  const display = showCounts
+                    ? `${label} (${(filteredValues[i] ?? 0).toLocaleString()})`
+                    : `${label} (${slicePercent(filteredValues[i] ?? 0, total).toFixed(1)}%)`;
+                  return (
+                    <g key={label} transform={`translate(0,${i * LEGEND_ROW_HEIGHT})`}>
+                      <rect width={10} height={10} fill={color} rx={2} />
+                      <text x={14} y={9} fontSize={10} fill={legendColor}>
+                        {display}
+                      </text>
+                    </g>
+                  );
+                })}
+              </g>
+
+              {tooltip ? (
+                <g transform={`translate(${tooltip.x},${tooltip.y})`} style={{ pointerEvents: 'none' }}>
+                  <rect
+                    x={-4}
+                    y={-22}
+                    width={Math.max(tooltip.label.length * 6 + 60, 100)}
+                    height={24}
+                    rx={4}
+                    fill="var(--popover, #1e293b)"
+                    opacity={0.92}
+                  />
+                  <text x={4} y={-6} fontSize={11} fill="var(--popover-foreground, #f1f5f9)">
+                    {tooltip.label}: {tooltip.value.toLocaleString()} ({tooltip.pct}%)
+                  </text>
+                </g>
+              ) : null}
+            </svg>
+          ) : null}
+        </div>
+      </ChartAccessibleFallback>
+    </ChartPanel>
+  );
+}
diff --git a/web/src/components/charts/d3/D3DualLineChart.tsx b/web/src/components/charts/d3/D3DualLineChart.tsx
new file mode 100644
index 00000000..bc0f6aa0
--- /dev/null
+++ b/web/src/components/charts/d3/D3DualLineChart.tsx
@@ -0,0 +1,279 @@
+'use client';
+
+import { useRef, useState } from 'react';
+import { scaleLinear, scalePoint } from 'd3-scale';
+import { line as d3Line, curveMonotoneX } from 'd3-shape';
+import { max } from 'd3-array';
+import {
+  getGridColor,
+  getChartTitleColor,
+  getChartLegendLabelColor,
+} from '@/utils/chartJsDefaults';
+import { useMeasureWidth } from '@/lib/viz/hooks/useMeasureWidth';
+import { ChartPanel } from '../ChartPanel';
+import { ChartAccessibleFallback } from '../ChartAccessibleFallback';
+import type { DualSeriesChartData } from '@/lib/compareChartData';
+
+const COLOR_BASELINE = '#94a3b8';
+const COLOR_CURRENT = '#3b82f6';
+const MARGIN = { top: 12, right: 16, bottom: 60, left: 46 };
+const TICK_COUNT = 4;
+// Auto-skip x-axis labels when there are many data points
+const MAX_X_LABELS = 10;
+
+export interface D3DualLineChartProps {
+  series: DualSeriesChartData;
+  baselineLabel: string;
+  currentLabel: string;
+  colors?: { baseline?: string; current?: string };
+  heightClass?: string;
+  ariaLabel?: string;
+}
+
+interface TooltipState {
+  x: number;
+  y: number;
+  index: number;
+  label: string;
+  baselineValue: number | null;
+  currentValue: number | null;
+}
+
+export function D3DualLineChart({
+  series,
+  baselineLabel,
+  currentLabel,
+  colors,
+  heightClass = 'h-64',
+  ariaLabel,
+}: D3DualLineChartProps) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const width = useMeasureWidth(containerRef);
+  const [tooltip, setTooltip] = useState<TooltipState | null>(null);
+
+  const baseColor = colors?.baseline ?? COLOR_BASELINE;
+  const curColor = colors?.current ?? COLOR_CURRENT;
+
+  const { labels, baseline, current } = series;
+  const svgHeight = 256;
+  const innerWidth = Math.max(width - MARGIN.left - MARGIN.right, 0);
+  const innerHeight = svgHeight - MARGIN.top - MARGIN.bottom;
+
+  // Accessible table rows: [label, baseline, current]
+  const tableRows: Array<[string, string | number]> = labels.map((l, i) => [
+    l,
+    `${baselineLabel}: ${baseline[i] ?? '—'} / ${currentLabel}: ${current[i] ?? '—'}`,
+  ]);
+
+  const xScale = scalePoint<string>().domain(labels).range([0, innerWidth]).padding(0.1);
+
+  const allValues = [...baseline, ...current].filter((v): v is number => v !== null);
+  const dataMax = max(allValues) ?? 0;
+  const yScale = scaleLinear()
+    .domain([0, dataMax > 0 ? dataMax * 1.1 : 1])
+    .range([innerHeight, 0])
+    .nice();
+
+  const yTicks = yScale.ticks(TICK_COUNT);
+
+  // Line generator: skips null points (creates gaps)
+  const lineGen = d3Line<number | null>()
+    .defined((v) => v !== null)
+    .x((_, i) => xScale(labels[i]!) ?? 0)
+    .y((v) => yScale(v ?? 0))
+    .curve(curveMonotoneX);
+
+  const baselinePath = lineGen(baseline) ?? '';
+  const currentPath = lineGen(current) ?? '';
+
+  // Dot positions for mouse hover areas (only non-null points get dots)
+  const baselineDots = labels
+    .map((l, i) => ({ x: xScale(l) ?? 0, y: yScale(baseline[i] ?? 0), i, v: baseline[i] }))
+    .filter((d) => d.v !== null);
+  const currentDots = labels
+    .map((l, i) => ({ x: xScale(l) ?? 0, y: yScale(current[i] ?? 0), i, v: current[i] }))
+    .filter((d) => d.v !== null);
+
+  const gridColor = getGridColor();
+  const titleColor = getChartTitleColor();
+  const legendColor = getChartLegendLabelColor();
+
+  // Decide which x labels to show (skip if crowded)
+  const step = labels.length > MAX_X_LABELS ? Math.ceil(labels.length / MAX_X_LABELS) : 1;
+
+  return (
+    <ChartPanel heightClass={heightClass}>
+      <ChartAccessibleFallback summary={ariaLabel ?? ''} rows={tableRows}>
+        <div ref={containerRef} className="h-full w-full" role="img" aria-label={ariaLabel}>
+          {width > 0 && (
+            <svg
+              width={width}
+              height={svgHeight}
+              aria-hidden="true"
+              className="overflow-visible"
+              onMouseLeave={() => setTooltip(null)}
+            >
+              <g transform={`translate(${MARGIN.left},${MARGIN.top})`}>
+                {/* horizontal grid lines */}
+                {yTicks.map((tick) => (
+                  <line
+                    key={tick}
+                    x1={0}
+                    x2={innerWidth}
+                    y1={yScale(tick)}
+                    y2={yScale(tick)}
+                    stroke={gridColor}
+                    strokeWidth={1}
+                  />
+                ))}
+
+                {/* y-axis ticks */}
+                {yTicks.map((tick) => (
+                  <text
+                    key={tick}
+                    x={-6}
+                    y={yScale(tick)}
+                    textAnchor="end"
+                    dominantBaseline="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {tick.toLocaleString()}
+                  </text>
+                ))}
+
+                {/* x baseline */}
+                <line
+                  x1={0}
+                  x2={innerWidth}
+                  y1={innerHeight}
+                  y2={innerHeight}
+                  stroke={gridColor}
+                  strokeWidth={1}
+                />
+
+                {/* x-axis labels — rotated 45° and auto-skipped when crowded */}
+                {labels.map((label, i) => {
+                  if (i % step !== 0) return null;
+                  const lx = xScale(label) ?? 0;
+                  return (
+                    <text
+                      key={label}
+                      x={lx}
+                      y={innerHeight + 10}
+                      textAnchor="end"
+                      fontSize={9}
+                      fill={titleColor}
+                      transform={`rotate(-45, ${lx}, ${innerHeight + 10})`}
+                    >
+                      {label}
+                    </text>
+                  );
+                })}
+
+                {/* lines */}
+                <path d={baselinePath} fill="none" stroke={baseColor} strokeWidth={2} />
+                <path d={currentPath} fill="none" stroke={curColor} strokeWidth={2} />
+
+                {/* dots for baseline */}
+                {baselineDots.map((d) => (
+                  <circle
+                    key={`b-${d.i}`}
+                    cx={d.x}
+                    cy={d.y}
+                    r={3}
+                    fill={baseColor}
+                    stroke="var(--background, #fff)"
+                    strokeWidth={1.5}
+                    style={{ cursor: 'default' }}
+                    onMouseEnter={(e) => {
+                      const svgRect = (
+                        e.currentTarget.ownerSVGElement as SVGElement
+                      ).getBoundingClientRect();
+                      setTooltip({
+                        x: e.clientX - svgRect.left,
+                        y: e.clientY - svgRect.top - 8,
+                        index: d.i,
+                        label: labels[d.i] ?? '',
+                        baselineValue: baseline[d.i] ?? null,
+                        currentValue: current[d.i] ?? null,
+                      });
+                    }}
+                    onMouseLeave={() => setTooltip(null)}
+                  />
+                ))}
+
+                {/* dots for current */}
+                {currentDots.map((d) => (
+                  <circle
+                    key={`c-${d.i}`}
+                    cx={d.x}
+                    cy={d.y}
+                    r={3}
+                    fill={curColor}
+                    stroke="var(--background, #fff)"
+                    strokeWidth={1.5}
+                    style={{ cursor: 'default' }}
+                    onMouseEnter={(e) => {
+                      const svgRect = (
+                        e.currentTarget.ownerSVGElement as SVGElement
+                      ).getBoundingClientRect();
+                      setTooltip({
+                        x: e.clientX - svgRect.left,
+                        y: e.clientY - svgRect.top - 8,
+                        index: d.i,
+                        label: labels[d.i] ?? '',
+                        baselineValue: baseline[d.i] ?? null,
+                        currentValue: current[d.i] ?? null,
+                      });
+                    }}
+                    onMouseLeave={() => setTooltip(null)}
+                  />
+                ))}
+
+                {/* legend */}
+                <g transform={`translate(0,${innerHeight + 44})`}>
+                  <rect width={10} height={10} fill={baseColor} rx={2} />
+                  <text x={14} y={9} fontSize={10} fill={legendColor}>
+                    {baselineLabel}
+                  </text>
+                  <rect x={baselineLabel.length * 6 + 24} width={10} height={10} fill={curColor} rx={2} />
+                  <text x={baselineLabel.length * 6 + 38} y={9} fontSize={10} fill={legendColor}>
+                    {currentLabel}
+                  </text>
+                </g>
+              </g>
+
+              {/* tooltip */}
+              {tooltip && (
+                <g
+                  transform={`translate(${tooltip.x},${tooltip.y})`}
+                  style={{ pointerEvents: 'none' }}
+                >
+                  <rect
+                    x={-4}
+                    y={-44}
+                    width={160}
+                    height={48}
+                    rx={4}
+                    fill="var(--popover, #1e293b)"
+                    opacity={0.92}
+                  />
+                  <text x={4} y={-28} fontSize={10} fill="var(--popover-foreground, #f1f5f9)">
+                    {tooltip.label}
+                  </text>
+                  <text x={4} y={-14} fontSize={10} fill={baseColor}>
+                    {baselineLabel}: {tooltip.baselineValue?.toLocaleString() ?? '—'}
+                  </text>
+                  <text x={4} y={0} fontSize={10} fill={curColor}>
+                    {currentLabel}: {tooltip.currentValue?.toLocaleString() ?? '—'}
+                  </text>
+                </g>
+              )}
+            </svg>
+          )}
+        </div>
+      </ChartAccessibleFallback>
+    </ChartPanel>
+  );
+}
diff --git a/web/src/components/charts/d3/D3ForceGraph.tsx b/web/src/components/charts/d3/D3ForceGraph.tsx
new file mode 100644
index 00000000..ad02f116
--- /dev/null
+++ b/web/src/components/charts/d3/D3ForceGraph.tsx
@@ -0,0 +1,244 @@
+'use client';
+
+import { useEffect, useRef } from 'react';
+import { hierarchy, tree, select, zoom, type HierarchyNode, type HierarchyPointNode, type ZoomBehavior } from 'd3';
+import { ChartAccessibleFallback } from '../ChartAccessibleFallback';
+import { linkEndpointId, type LinkGraphLink, type LinkGraphNode } from '@/lib/linkGraph';
+
+const BASE_LINK_COLOR = 'rgba(148, 163, 184, 0.35)';
+const SELECTED_NODE_COLOR = '#fbbf24';
+const DIM_NODE_COLOR = 'rgba(100, 116, 139, 0.12)';
+const NEIGHBOR_LINK_COLOR = 'rgba(96, 165, 250, 0.85)';
+const DIM_LINK_COLOR = 'rgba(148, 163, 184, 0.05)';
+
+interface TreeDatum extends LinkGraphNode {
+  children?: TreeDatum[];
+}
+
+interface LayoutNode extends LinkGraphNode {
+  treeX: number;
+  treeY: number;
+}
+
+interface LayoutLink {
+  source: LayoutNode;
+  target: LayoutNode;
+}
+
+export interface D3ForceGraphProps {
+  nodes: LinkGraphNode[];
+  links: LinkGraphLink[];
+  selectedId: string | null;
+  neighborIds: Set<string> | null;
+  onNodeClick: (id: string) => void;
+  onBackgroundClick: () => void;
+  className?: string;
+}
+
+function nodeFill(node: LinkGraphNode, selectedId: string | null, neighborIds: Set<string> | null): string {
+  if (!selectedId) return node.color;
+  if (node.id === selectedId) return SELECTED_NODE_COLOR;
+  if (neighborIds?.has(node.id)) return node.color;
+  return DIM_NODE_COLOR;
+}
+
+function linkStroke(link: LayoutLink, selectedId: string | null): string {
+  if (!selectedId) return BASE_LINK_COLOR;
+  return link.source.id === selectedId || link.target.id === selectedId
+    ? NEIGHBOR_LINK_COLOR
+    : DIM_LINK_COLOR;
+}
+
+function buildHierarchy(nodes: LinkGraphNode[], links: LinkGraphLink[]): HierarchyNode<TreeDatum> | null {
+  if (nodes.length === 0) return null;
+
+  const nodeById = new Map(nodes.map((n) => [n.id, { ...n, children: [] as TreeDatum[] }]));
+  const childIds = new Set<string>();
+
+  for (const l of links) {
+    const source = linkEndpointId(l.source as string | { id?: string });
+    const target = linkEndpointId(l.target as string | { id?: string });
+    const parent = nodeById.get(source);
+    const child = nodeById.get(target);
+    if (!parent || !child || source === target) continue;
+    parent.children!.push(child);
+    childIds.add(target);
+  }
+
+  let rootEntry = [...nodeById.values()].find((n) => !childIds.has(n.id));
+  if (!rootEntry) rootEntry = nodeById.get(nodes[0]!.id);
+
+  // Orphans (no tree parent) become direct children of root.
+  for (const n of nodes) {
+    if (n.id === rootEntry?.id || childIds.has(n.id)) continue;
+    const orphan = nodeById.get(n.id);
+    if (orphan && rootEntry) rootEntry.children!.push(orphan);
+  }
+
+  if (!rootEntry) return null;
+
+  const stripEmpty = (node: TreeDatum): TreeDatum => ({
+    ...node,
+    children: node.children?.length ? node.children.map(stripEmpty) : undefined,
+  });
+
+  return hierarchy(stripEmpty(rootEntry));
+}
+
+function layoutTree(
+  root: HierarchyNode<TreeDatum>,
+  width: number,
+  height: number,
+): { layoutNodes: LayoutNode[]; layoutLinks: LayoutLink[] } {
+  const radius = Math.max(Math.min(width, height) / 2 - 40, 80);
+  const treeLayout = tree<TreeDatum>().size([2 * Math.PI, radius]).separation((a, b) => {
+    if (a.parent === b.parent) return 1.2;
+    return 2.4 / Math.max(a.depth, 1);
+  });
+
+  const laidOut = treeLayout(root) as HierarchyPointNode<TreeDatum>;
+  const cx = width / 2;
+  const cy = height / 2;
+
+  const layoutNodes: LayoutNode[] = laidOut.descendants().map((d) => ({
+    ...d.data,
+    treeX: cx + d.y * Math.cos(d.x - Math.PI / 2),
+    treeY: cy + d.y * Math.sin(d.x - Math.PI / 2),
+  }));
+
+  const byId = new Map(layoutNodes.map((n) => [n.id, n]));
+  const layoutLinks: LayoutLink[] = laidOut
+    .links()
+    .map((l) => {
+      const source = byId.get((l.source.data as TreeDatum).id);
+      const target = byId.get((l.target.data as TreeDatum).id);
+      return source && target ? { source, target } : null;
+    })
+    .filter((l): l is LayoutLink => l != null);
+
+  return { layoutNodes, layoutLinks };
+}
+
+export function D3ForceGraph({
+  nodes,
+  links,
+  selectedId,
+  neighborIds,
+  onNodeClick,
+  onBackgroundClick,
+  className,
+}: D3ForceGraphProps) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const svgRef = useRef<SVGSVGElement | null>(null);
+  const onNodeClickRef = useRef(onNodeClick);
+  const onBackgroundClickRef = useRef(onBackgroundClick);
+  const selectedRef = useRef({ selectedId, neighborIds });
+
+  useEffect(() => {
+    onNodeClickRef.current = onNodeClick;
+    onBackgroundClickRef.current = onBackgroundClick;
+  }, [onNodeClick, onBackgroundClick]);
+
+  useEffect(() => {
+    selectedRef.current = { selectedId, neighborIds };
+    const svg = svgRef.current;
+    if (!svg) return;
+    const root = select(svg);
+    root
+      .selectAll<SVGCircleElement, LayoutNode>('circle')
+      .attr('fill', (d) => nodeFill(d, selectedId, neighborIds));
+    root
+      .selectAll<SVGLineElement, LayoutLink>('line')
+      .attr('stroke', (d) => linkStroke(d, selectedId));
+  }, [selectedId, neighborIds]);
+
+  useEffect(() => {
+    const el = containerRef.current;
+    if (!el || nodes.length === 0) return undefined;
+
+    const render = () => {
+      select(el).selectAll('*').remove();
+
+      const width = el.clientWidth || 800;
+      const height = el.clientHeight || 600;
+      const hRoot = buildHierarchy(nodes, links);
+      if (!hRoot) return;
+
+      const { layoutNodes, layoutLinks } = layoutTree(hRoot, width, height);
+
+      const svg = select(el)
+        .append('svg')
+        .attr('width', width)
+        .attr('height', height)
+        .attr('role', 'img')
+        .attr('aria-label', `Site structure tree with ${layoutNodes.length} pages`)
+        .style('cursor', 'grab');
+
+      svgRef.current = svg.node();
+
+      const g = svg.append('g');
+
+      const zoomBehavior: ZoomBehavior<SVGSVGElement, unknown> = zoom<SVGSVGElement, unknown>()
+        .scaleExtent([0.08, 6])
+        .on('zoom', (event) => {
+          g.attr('transform', event.transform.toString());
+        });
+
+      svg.call(zoomBehavior).on('dblclick.zoom', null);
+
+      svg.on('click', (event) => {
+        if (event.target === svg.node()) onBackgroundClickRef.current();
+      });
+
+      g.append('g')
+        .attr('stroke-width', 1)
+        .selectAll<SVGLineElement, LayoutLink>('line')
+        .data(layoutLinks)
+        .join('line')
+        .attr('x1', (d) => d.source.treeX)
+        .attr('y1', (d) => d.source.treeY)
+        .attr('x2', (d) => d.target.treeX)
+        .attr('y2', (d) => d.target.treeY)
+        .attr('stroke', (d) => linkStroke(d, selectedRef.current.selectedId));
+
+      g.append('g')
+        .selectAll<SVGCircleElement, LayoutNode>('circle')
+        .data(layoutNodes)
+        .join('circle')
+        .attr('r', layoutNodes.length > 400 ? 3.5 : 4.5)
+        .attr('cx', (d) => d.treeX)
+        .attr('cy', (d) => d.treeY)
+        .attr('fill', (d) =>
+          nodeFill(d, selectedRef.current.selectedId, selectedRef.current.neighborIds),
+        )
+        .attr('stroke', '#0f172a')
+        .attr('stroke-width', 0.75)
+        .style('cursor', 'pointer')
+        .on('click', (event, d) => {
+          event.stopPropagation();
+          onNodeClickRef.current(d.id);
+        })
+        .append('title')
+        .text((d) => d.title || d.id);
+    };
+
+    render();
+
+    const ro = new ResizeObserver(() => render());
+    ro.observe(el);
+
+    return () => {
+      ro.disconnect();
+      svgRef.current = null;
+      select(el).selectAll('*').remove();
+    };
+  }, [nodes, links]);
+
+  const summary = `Site structure tree: ${nodes.length} pages, ${links.length} crawl paths.`;
+
+  return (
+    <ChartAccessibleFallback summary={summary}>
+      <div ref={containerRef} className={className} style={{ outline: 'none' }} />
+    </ChartAccessibleFallback>
+  );
+}
diff --git a/web/src/components/charts/d3/D3GroupedBarChart.tsx b/web/src/components/charts/d3/D3GroupedBarChart.tsx
new file mode 100644
index 00000000..bd6a2705
--- /dev/null
+++ b/web/src/components/charts/d3/D3GroupedBarChart.tsx
@@ -0,0 +1,268 @@
+'use client';
+
+import { useRef, useState } from 'react';
+import { scaleBand, scaleLinear } from 'd3-scale';
+import { max } from 'd3-array';
+import { getGridColor, getChartTitleColor, getChartLegendLabelColor, truncateChartLabel } from '@/utils/chartJsDefaults';
+import { palette } from '@/utils/chartPalette';
+import { useMeasureWidth } from '@/lib/viz/hooks/useMeasureWidth';
+import { ChartPanel } from '../ChartPanel';
+import { ChartAccessibleFallback } from '../ChartAccessibleFallback';
+import type { BarChartData } from '@/lib/viz/types';
+
+const BASE_MARGIN = { top: 8, right: 12, left: 46 } as const;
+const TICK_COUNT = 4;
+const SVG_HEIGHT = 256;
+/** Rotate x labels when categories exceed this count or band width is tight. */
+const ROTATE_LABEL_THRESHOLD = 5;
+const MIN_BAND_WIDTH_FOR_HORIZONTAL = 48;
+
+export interface D3GroupedBarChartProps {
+  data: BarChartData;
+  yTitle?: string;
+  ariaLabel?: string;
+  heightClass?: string;
+}
+
+interface TooltipState {
+  x: number;
+  y: number;
+  seriesLabel: string;
+  barLabel: string;
+  value: number;
+}
+
+export function D3GroupedBarChart({
+  data,
+  yTitle,
+  ariaLabel,
+  heightClass = 'h-64',
+}: D3GroupedBarChartProps) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const width = useMeasureWidth(containerRef);
+  const [tooltip, setTooltip] = useState<TooltipState | null>(null);
+
+  const { labels, series } = data;
+  const paletteColors = palette(series.length);
+  // Derive a single solid color per series: if all per-bar colors in a series are the same
+  // (e.g. produced by dualSeriesToBarChartData), use that; otherwise fall back to palette.
+  const seriesColors = series.map((s, si) => {
+    if (s.colors && s.colors.length > 0) return s.colors[0]!;
+    return paletteColors[si % paletteColors.length] ?? '#4C72B0';
+  });
+
+  const rows: Array<[string, string | number]> = series.flatMap((s) =>
+    labels.map((l, i) => [`${s.label ?? ''} / ${l}`, s.values[i] ?? 0] as [string, number]),
+  );
+
+  const svgHeight = SVG_HEIGHT;
+  const innerWidth = Math.max(width - BASE_MARGIN.left - BASE_MARGIN.right, 0);
+  const bandWidth = labels.length > 0 ? innerWidth / labels.length : innerWidth;
+  const rotateLabels =
+    labels.length >= ROTATE_LABEL_THRESHOLD || bandWidth < MIN_BAND_WIDTH_FOR_HORIZONTAL;
+  const bottomMargin = rotateLabels ? 76 : 52;
+  const margin = { ...BASE_MARGIN, bottom: bottomMargin };
+  const innerHeight = svgHeight - margin.top - margin.bottom;
+  const labelStep =
+    labels.length > 8 ? Math.ceil(labels.length / 8) : labels.length > 5 ? 2 : 1;
+  const labelMaxLength = rotateLabels ? 16 : 12;
+
+  const outerScale = scaleBand()
+    .domain(labels)
+    .range([0, innerWidth])
+    .padding(0.25);
+
+  const innerScale = scaleBand()
+    .domain(series.map((s) => s.label ?? String(series.indexOf(s))))
+    .range([0, outerScale.bandwidth()])
+    .padding(0.05);
+
+  const allValues = series.flatMap((s) => s.values);
+  const dataMax = max(allValues) ?? 0;
+  const yScale = scaleLinear()
+    .domain([0, dataMax > 0 ? dataMax * 1.1 : 1])
+    .range([innerHeight, 0])
+    .nice();
+
+  const yTicks = yScale.ticks(TICK_COUNT);
+  const gridColor = getGridColor();
+  const titleColor = getChartTitleColor();
+  const legendColor = getChartLegendLabelColor();
+
+  return (
+    <ChartPanel heightClass={heightClass}>
+      <ChartAccessibleFallback summary={ariaLabel ?? ''} rows={rows}>
+        <div ref={containerRef} className="h-full w-full" role="img" aria-label={ariaLabel}>
+          {width > 0 && (
+            <svg
+              width={width}
+              height={svgHeight}
+              aria-hidden="true"
+              className="overflow-visible"
+              onMouseLeave={() => setTooltip(null)}
+            >
+              <g transform={`translate(${margin.left},${margin.top})`}>
+                {/* horizontal grid lines */}
+                {yTicks.map((tick) => (
+                  <line
+                    key={tick}
+                    x1={0}
+                    x2={innerWidth}
+                    y1={yScale(tick)}
+                    y2={yScale(tick)}
+                    stroke={gridColor}
+                    strokeWidth={1}
+                  />
+                ))}
+
+                {/* y-axis ticks */}
+                {yTicks.map((tick) => (
+                  <text
+                    key={tick}
+                    x={-6}
+                    y={yScale(tick)}
+                    textAnchor="end"
+                    dominantBaseline="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {tick.toLocaleString()}
+                  </text>
+                ))}
+
+                {/* y-axis title */}
+                {yTitle && (
+                  <text
+                    transform="rotate(-90)"
+                    x={-(innerHeight / 2)}
+                    y={-36}
+                    textAnchor="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {yTitle}
+                  </text>
+                )}
+
+                {/* grouped bars */}
+                {labels.map((label, labelIndex) => {
+                  const groupX = outerScale(label) ?? 0;
+                  return (
+                    <g key={label} transform={`translate(${groupX},0)`}>
+                      {series.map((s, si) => {
+                        const seriesKey = s.label ?? String(si);
+                        const barX = innerScale(seriesKey) ?? 0;
+                        const barWidth = innerScale.bandwidth();
+                        const value = s.values[labelIndex] ?? 0;
+                        const barHeight = Math.max(0, innerHeight - yScale(value));
+                        const barY = yScale(value);
+                        const color =
+                          s.colors?.[labelIndex] ?? seriesColors[si] ?? '#4C72B0';
+
+                        return (
+                          <rect
+                            key={seriesKey}
+                            x={barX}
+                            y={barY}
+                            width={barWidth}
+                            height={barHeight}
+                            fill={color}
+                            rx={2}
+                            ry={2}
+                            onMouseEnter={(e) => {
+                              const svgRect = (e.currentTarget.ownerSVGElement as SVGElement).getBoundingClientRect();
+                              setTooltip({
+                                x: e.clientX - svgRect.left,
+                                y: e.clientY - svgRect.top - 8,
+                                seriesLabel: s.label ?? '',
+                                barLabel: label,
+                                value,
+                              });
+                            }}
+                            onMouseLeave={() => setTooltip(null)}
+                            style={{ cursor: 'default' }}
+                          />
+                        );
+                      })}
+                    </g>
+                  );
+                })}
+
+                {/* x-axis labels — rotate and skip when crowded (Compare metric names) */}
+                {labels.map((label, i) => {
+                  if (i % labelStep !== 0) return null;
+                  const groupX = (outerScale(label) ?? 0) + outerScale.bandwidth() / 2;
+                  const truncated = truncateChartLabel(label, labelMaxLength);
+                  if (rotateLabels) {
+                    return (
+                      <text
+                        key={label}
+                        x={groupX}
+                        y={innerHeight + 8}
+                        textAnchor="end"
+                        fontSize={9}
+                        fill={titleColor}
+                        transform={`rotate(-45, ${groupX}, ${innerHeight + 8})`}
+                      >
+                        {truncated}
+                      </text>
+                    );
+                  }
+                  return (
+                    <text
+                      key={label}
+                      x={groupX}
+                      y={innerHeight + 14}
+                      textAnchor="middle"
+                      fontSize={10}
+                      fill={titleColor}
+                    >
+                      {truncated}
+                    </text>
+                  );
+                })}
+
+                {/* x baseline */}
+                <line x1={0} x2={innerWidth} y1={innerHeight} y2={innerHeight} stroke={gridColor} strokeWidth={1} />
+
+                {/* legend */}
+                {series.map((s, si) => {
+                  const legendX = si * Math.min(innerWidth / series.length, 140);
+                  const color =
+                    s.colors?.[0] ?? seriesColors[si] ?? '#4C72B0';
+                  const legendY = innerHeight + (rotateLabels ? 52 : 28);
+                  return (
+                    <g key={s.label ?? si} transform={`translate(${legendX},${legendY})`}>
+                      <rect width={10} height={10} fill={color} rx={2} />
+                      <text x={14} y={9} fontSize={10} fill={legendColor}>
+                        {s.label ?? `Series ${si + 1}`}
+                      </text>
+                    </g>
+                  );
+                })}
+              </g>
+
+              {/* tooltip */}
+              {tooltip && (
+                <g transform={`translate(${tooltip.x},${tooltip.y})`} style={{ pointerEvents: 'none' }}>
+                  <rect
+                    x={-4}
+                    y={-22}
+                    width={Math.max((tooltip.seriesLabel.length + tooltip.barLabel.length) * 6 + 30, 100)}
+                    height={24}
+                    rx={4}
+                    fill="var(--popover, #1e293b)"
+                    opacity={0.92}
+                  />
+                  <text x={4} y={-6} fontSize={11} fill="var(--popover-foreground, #f1f5f9)">
+                    {tooltip.seriesLabel}: {tooltip.barLabel} — {tooltip.value.toLocaleString()}
+                  </text>
+                </g>
+              )}
+            </svg>
+          )}
+        </div>
+      </ChartAccessibleFallback>
+    </ChartPanel>
+  );
+}
diff --git a/web/src/components/charts/d3/D3HorizontalBarChart.tsx b/web/src/components/charts/d3/D3HorizontalBarChart.tsx
new file mode 100644
index 00000000..4020a7eb
--- /dev/null
+++ b/web/src/components/charts/d3/D3HorizontalBarChart.tsx
@@ -0,0 +1,207 @@
+'use client';
+
+import { useRef, useState } from 'react';
+import { scaleBand, scaleLinear } from 'd3-scale';
+import { max } from 'd3-array';
+import { getGridColor, getChartTitleColor, truncateChartLabel } from '@/utils/chartJsDefaults';
+import { palette } from '@/utils/chartPalette';
+import { useMeasureWidth } from '@/lib/viz/hooks/useMeasureWidth';
+import { ChartPanel } from '../ChartPanel';
+import { ChartAccessibleFallback } from '../ChartAccessibleFallback';
+import type { BarChartData } from '@/lib/viz/types';
+
+const MARGIN = { top: 6, right: 50, bottom: 28, left: 10 };
+const TICK_COUNT = 4;
+const MAX_LABEL_PX = 130;
+const LABEL_CHAR_WIDTH = 6.5;
+
+export interface D3HorizontalBarChartProps {
+  data: BarChartData;
+  xTitle?: string;
+  ariaLabel?: string;
+  heightClass?: string;
+  /** Override SVG pixel height (defaults to 256; increase for many categories). */
+  svgHeight?: number;
+}
+
+interface TooltipState {
+  x: number;
+  y: number;
+  label: string;
+  value: number;
+}
+
+export function D3HorizontalBarChart({
+  data,
+  xTitle,
+  ariaLabel,
+  heightClass = 'h-64',
+  svgHeight: svgHeightProp,
+}: D3HorizontalBarChartProps) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const width = useMeasureWidth(containerRef);
+  const [tooltip, setTooltip] = useState<TooltipState | null>(null);
+
+  const { labels, series } = data;
+  const singleSeries = series[0];
+  const values = singleSeries?.values ?? [];
+  const colors = singleSeries?.colors ?? palette(labels.length);
+
+  const rows: Array<[string, number]> = labels.map((l, i) => [l, values[i] ?? 0]);
+  const svgHeight = svgHeightProp ?? Math.max(256, labels.length * 28 + MARGIN.top + MARGIN.bottom);
+
+  // Dynamic left margin based on longest label
+  const maxLabelLen = Math.max(...labels.map((l) => Math.min(l.length, 28)));
+  const leftMargin = Math.min(Math.max(maxLabelLen * LABEL_CHAR_WIDTH, 80), MAX_LABEL_PX);
+
+  const innerWidth = Math.max(width - leftMargin - MARGIN.right, 0);
+  const innerHeight = svgHeight - MARGIN.top - MARGIN.bottom;
+
+  const yScale = scaleBand()
+    .domain(labels)
+    .range([0, innerHeight])
+    .padding(0.3);
+
+  const dataMax = max(values) ?? 0;
+  const xScale = scaleLinear()
+    .domain([0, dataMax > 0 ? dataMax * 1.1 : 1])
+    .range([0, innerWidth])
+    .nice();
+
+  const xTicks = xScale.ticks(TICK_COUNT);
+  const gridColor = getGridColor();
+  const titleColor = getChartTitleColor();
+
+  return (
+    <ChartPanel heightClass={heightClass}>
+      <ChartAccessibleFallback summary={ariaLabel ?? ''} rows={rows}>
+        <div ref={containerRef} className="h-full w-full" role="img" aria-label={ariaLabel}>
+          {width > 0 && (
+            <svg
+              width={width}
+              height={svgHeight}
+              aria-hidden="true"
+              className="overflow-visible"
+              onMouseLeave={() => setTooltip(null)}
+            >
+              <g transform={`translate(${leftMargin},${MARGIN.top})`}>
+                {/* vertical grid lines */}
+                {xTicks.map((tick) => (
+                  <line
+                    key={tick}
+                    x1={xScale(tick)}
+                    x2={xScale(tick)}
+                    y1={0}
+                    y2={innerHeight}
+                    stroke={gridColor}
+                    strokeWidth={1}
+                  />
+                ))}
+
+                {/* x-axis ticks */}
+                {xTicks.map((tick) => (
+                  <text
+                    key={tick}
+                    x={xScale(tick)}
+                    y={innerHeight + 14}
+                    textAnchor="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {tick.toLocaleString()}
+                  </text>
+                ))}
+
+                {/* x-axis title */}
+                {xTitle && (
+                  <text
+                    x={innerWidth / 2}
+                    y={innerHeight + 26}
+                    textAnchor="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {xTitle}
+                  </text>
+                )}
+
+                {/* bars */}
+                {labels.map((label, i) => {
+                  const barY = yScale(label) ?? 0;
+                  const barHeight = yScale.bandwidth();
+                  const value = values[i] ?? 0;
+                  const barWidth = Math.max(0, xScale(value));
+                  const color = colors[i % colors.length] ?? '#4C72B0';
+
+                  return (
+                    <rect
+                      key={label}
+                      x={0}
+                      y={barY}
+                      width={barWidth}
+                      height={barHeight}
+                      fill={color}
+                      rx={3}
+                      ry={3}
+                      onMouseEnter={(e) => {
+                        const svgRect = (e.currentTarget.ownerSVGElement as SVGElement).getBoundingClientRect();
+                        setTooltip({
+                          x: e.clientX - svgRect.left,
+                          y: e.clientY - svgRect.top - 8,
+                          label,
+                          value,
+                        });
+                      }}
+                      onMouseLeave={() => setTooltip(null)}
+                      style={{ cursor: 'default' }}
+                    />
+                  );
+                })}
+
+                {/* y-axis labels (left of chart) */}
+                {labels.map((label) => {
+                  const barY = (yScale(label) ?? 0) + yScale.bandwidth() / 2;
+                  const truncated = truncateChartLabel(label);
+                  return (
+                    <text
+                      key={label}
+                      x={-6}
+                      y={barY}
+                      textAnchor="end"
+                      dominantBaseline="middle"
+                      fontSize={10}
+                      fill={titleColor}
+                    >
+                      {truncated}
+                    </text>
+                  );
+                })}
+
+                {/* y baseline */}
+                <line x1={0} x2={0} y1={0} y2={innerHeight} stroke={gridColor} strokeWidth={1} />
+              </g>
+
+              {/* tooltip */}
+              {tooltip && (
+                <g transform={`translate(${tooltip.x},${tooltip.y})`} style={{ pointerEvents: 'none' }}>
+                  <rect
+                    x={-4}
+                    y={-22}
+                    width={Math.max(tooltip.label.length * 6 + tooltip.value.toLocaleString().length * 7 + 20, 80)}
+                    height={24}
+                    rx={4}
+                    fill="var(--popover, #1e293b)"
+                    opacity={0.92}
+                  />
+                  <text x={4} y={-6} fontSize={11} fill="var(--popover-foreground, #f1f5f9)">
+                    {truncateChartLabel(tooltip.label, 20)}: {tooltip.value.toLocaleString()}
+                  </text>
+                </g>
+              )}
+            </svg>
+          )}
+        </div>
+      </ChartAccessibleFallback>
+    </ChartPanel>
+  );
+}
diff --git a/web/src/components/charts/d3/D3StackedHorizontalBarChart.tsx b/web/src/components/charts/d3/D3StackedHorizontalBarChart.tsx
new file mode 100644
index 00000000..cc3227c4
--- /dev/null
+++ b/web/src/components/charts/d3/D3StackedHorizontalBarChart.tsx
@@ -0,0 +1,190 @@
+'use client';
+
+import { useRef, useState } from 'react';
+import { scaleBand, scaleLinear } from 'd3-scale';
+import { getGridColor, getChartTitleColor, getChartLegendLabelColor } from '@/utils/chartJsDefaults';
+import { useMeasureWidth } from '@/lib/viz/hooks/useMeasureWidth';
+import { ChartPanel } from '../ChartPanel';
+import { ChartAccessibleFallback } from '../ChartAccessibleFallback';
+import type { StackedBarSeries } from './D3StackedVerticalBarChart';
+
+const MARGIN = { top: 8, right: 16, bottom: 52, left: 10 };
+const SVG_HEIGHT = 256;
+
+export interface D3StackedHorizontalBarChartProps {
+  labels: string[];
+  series: StackedBarSeries[];
+  xMax?: number;
+  xTitle?: string;
+  ariaLabel?: string;
+  heightClass?: string;
+}
+
+interface TooltipState {
+  x: number;
+  y: number;
+  category: string;
+  seriesLabel: string;
+  value: number;
+}
+
+/** Horizontal stacked bar chart (categories on Y, values stack on X to xMax). */
+export function D3StackedHorizontalBarChart({
+  labels,
+  series,
+  xMax = 100,
+  xTitle,
+  ariaLabel,
+  heightClass = 'h-64',
+}: D3StackedHorizontalBarChartProps) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const width = useMeasureWidth(containerRef);
+  const [tooltip, setTooltip] = useState<TooltipState | null>(null);
+
+  const rows: Array<[string, string | number]> = labels.flatMap((label, li) =>
+    series.map((s) => [`${label} / ${s.label}`, `${Number(s.values[li] ?? 0).toFixed(1)}%`] as [string, string | number]),
+  );
+
+  const leftMargin = Math.min(Math.max(Math.max(...labels.map((l) => l.length)) * 6.5, 80), 140);
+  const innerWidth = Math.max(width - leftMargin - MARGIN.right, 0);
+  const innerHeight = SVG_HEIGHT - MARGIN.top - MARGIN.bottom;
+
+  const yScale = scaleBand().domain(labels).range([0, innerHeight]).padding(0.35);
+  const xScale = scaleLinear().domain([0, xMax]).range([0, innerWidth]).nice();
+
+  const xTicks = xScale.ticks(5);
+  const gridColor = getGridColor();
+  const titleColor = getChartTitleColor();
+  const legendColor = getChartLegendLabelColor();
+
+  return (
+    <ChartPanel heightClass={heightClass}>
+      <ChartAccessibleFallback summary={ariaLabel ?? ''} rows={rows}>
+        <div ref={containerRef} className="h-full w-full" role="img" aria-label={ariaLabel}>
+          {width > 0 && (
+            <svg
+              width={width}
+              height={SVG_HEIGHT}
+              aria-hidden="true"
+              className="overflow-visible"
+              onMouseLeave={() => setTooltip(null)}
+            >
+              <g transform={`translate(${leftMargin},${MARGIN.top})`}>
+                {xTicks.map((tick) => (
+                  <line
+                    key={tick}
+                    x1={xScale(tick)}
+                    x2={xScale(tick)}
+                    y1={0}
+                    y2={innerHeight}
+                    stroke={gridColor}
+                    strokeWidth={1}
+                  />
+                ))}
+
+                {xTicks.map((tick) => (
+                  <text
+                    key={tick}
+                    x={xScale(tick)}
+                    y={innerHeight + 14}
+                    textAnchor="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {tick}
+                  </text>
+                ))}
+
+                {xTitle && (
+                  <text
+                    x={innerWidth / 2}
+                    y={innerHeight + 28}
+                    textAnchor="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {xTitle}
+                  </text>
+                )}
+
+                {labels.map((label, li) => {
+                  const barY = yScale(label) ?? 0;
+                  const barHeight = yScale.bandwidth();
+                  let stackBase = 0;
+
+                  return (
+                    <g key={label} transform={`translate(0,${barY})`}>
+                      {series.map((s) => {
+                        const value = s.values[li] ?? 0;
+                        const x = xScale(stackBase);
+                        const w = Math.max(0, xScale(stackBase + value) - xScale(stackBase));
+                        stackBase += value;
+
+                        return (
+                          <rect
+                            key={s.label}
+                            x={x}
+                            y={0}
+                            width={w}
+                            height={barHeight}
+                            fill={s.color}
+                            rx={2}
+                            onMouseEnter={(e) => {
+                              const svgRect = (
+                                e.currentTarget.ownerSVGElement as SVGElement
+                              ).getBoundingClientRect();
+                              setTooltip({
+                                x: e.clientX - svgRect.left,
+                                y: e.clientY - svgRect.top - 8,
+                                category: label,
+                                seriesLabel: s.label,
+                                value,
+                              });
+                            }}
+                            onMouseLeave={() => setTooltip(null)}
+                            style={{ cursor: 'default' }}
+                          />
+                        );
+                      })}
+                      <text
+                        x={-6}
+                        y={barHeight / 2}
+                        textAnchor="end"
+                        dominantBaseline="middle"
+                        fontSize={10}
+                        fill={titleColor}
+                      >
+                        {label}
+                      </text>
+                    </g>
+                  );
+                })}
+
+                {series.map((s, si) => {
+                  const legendX = si * Math.min(innerWidth / series.length, 160);
+                  return (
+                    <g key={s.label} transform={`translate(${legendX},${innerHeight + 40})`}>
+                      <rect width={10} height={10} fill={s.color} rx={2} />
+                      <text x={14} y={9} fontSize={10} fill={legendColor}>
+                        {s.label}
+                      </text>
+                    </g>
+                  );
+                })}
+              </g>
+
+              {tooltip && (
+                <g transform={`translate(${tooltip.x},${tooltip.y})`} style={{ pointerEvents: 'none' }}>
+                  <rect x={-4} y={-22} width={140} height={24} rx={4} fill="var(--popover, #1e293b)" opacity={0.92} />
+                  <text x={4} y={-6} fontSize={11} fill="var(--popover-foreground, #f1f5f9)">
+                    {tooltip.seriesLabel}: {tooltip.value.toFixed(1)}%
+                  </text>
+                </g>
+              )}
+            </svg>
+          )}
+        </div>
+      </ChartAccessibleFallback>
+    </ChartPanel>
+  );
+}
diff --git a/web/src/components/charts/d3/D3StackedVerticalBarChart.tsx b/web/src/components/charts/d3/D3StackedVerticalBarChart.tsx
new file mode 100644
index 00000000..d4266378
--- /dev/null
+++ b/web/src/components/charts/d3/D3StackedVerticalBarChart.tsx
@@ -0,0 +1,216 @@
+'use client';
+
+import { useRef, useState } from 'react';
+import { scaleBand, scaleLinear } from 'd3-scale';
+import { getGridColor, getChartTitleColor, getChartLegendLabelColor } from '@/utils/chartJsDefaults';
+import { useMeasureWidth } from '@/lib/viz/hooks/useMeasureWidth';
+import { ChartPanel } from '../ChartPanel';
+import { ChartAccessibleFallback } from '../ChartAccessibleFallback';
+
+const MARGIN = { top: 8, right: 12, bottom: 52, left: 46 };
+const SVG_HEIGHT = 256;
+
+export interface StackedBarSeries {
+  label: string;
+  values: number[];
+  color: string;
+}
+
+export interface D3StackedVerticalBarChartProps {
+  labels: string[];
+  series: StackedBarSeries[];
+  yMax?: number;
+  yTitle?: string;
+  ariaLabel?: string;
+  heightClass?: string;
+}
+
+interface TooltipState {
+  x: number;
+  y: number;
+  category: string;
+  seriesLabel: string;
+  value: number;
+}
+
+/** Vertical stacked bar chart (e.g. 0–100% coverage breakdown). */
+export function D3StackedVerticalBarChart({
+  labels,
+  series,
+  yMax = 100,
+  yTitle,
+  ariaLabel,
+  heightClass = 'h-64',
+}: D3StackedVerticalBarChartProps) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const width = useMeasureWidth(containerRef);
+  const [tooltip, setTooltip] = useState<TooltipState | null>(null);
+
+  const rows: Array<[string, string | number]> = labels.flatMap((label, li) =>
+    series.map((s) => [`${label} / ${s.label}`, `${Number(s.values[li] ?? 0).toFixed(1)}%`] as [string, string | number]),
+  );
+
+  const innerWidth = Math.max(width - MARGIN.left - MARGIN.right, 0);
+  const innerHeight = SVG_HEIGHT - MARGIN.top - MARGIN.bottom;
+
+  const xScale = scaleBand().domain(labels).range([0, innerWidth]).padding(0.35);
+  const yScale = scaleLinear().domain([0, yMax]).range([innerHeight, 0]).nice();
+
+  const yTicks = yScale.ticks(5);
+  const gridColor = getGridColor();
+  const titleColor = getChartTitleColor();
+  const legendColor = getChartLegendLabelColor();
+
+  return (
+    <ChartPanel heightClass={heightClass}>
+      <ChartAccessibleFallback summary={ariaLabel ?? ''} rows={rows}>
+        <div ref={containerRef} className="h-full w-full" role="img" aria-label={ariaLabel}>
+          {width > 0 && (
+            <svg
+              width={width}
+              height={SVG_HEIGHT}
+              aria-hidden="true"
+              className="overflow-visible"
+              onMouseLeave={() => setTooltip(null)}
+            >
+              <g transform={`translate(${MARGIN.left},${MARGIN.top})`}>
+                {yTicks.map((tick) => (
+                  <line
+                    key={tick}
+                    x1={0}
+                    x2={innerWidth}
+                    y1={yScale(tick)}
+                    y2={yScale(tick)}
+                    stroke={gridColor}
+                    strokeWidth={1}
+                  />
+                ))}
+
+                {yTicks.map((tick) => (
+                  <text
+                    key={tick}
+                    x={-6}
+                    y={yScale(tick)}
+                    textAnchor="end"
+                    dominantBaseline="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {tick}
+                  </text>
+                ))}
+
+                {yTitle && (
+                  <text
+                    transform="rotate(-90)"
+                    x={-(innerHeight / 2)}
+                    y={-36}
+                    textAnchor="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {yTitle}
+                  </text>
+                )}
+
+                {labels.map((label, li) => {
+                  const barX = xScale(label) ?? 0;
+                  const barWidth = xScale.bandwidth();
+                  let stackBase = 0;
+
+                  return (
+                    <g key={label} transform={`translate(${barX},0)`}>
+                      {series.map((s) => {
+                        const value = s.values[li] ?? 0;
+                        const segTop = yScale(stackBase + value);
+                        const segBottom = yScale(stackBase);
+                        const segHeight = Math.max(0, segBottom - segTop);
+                        const y = segTop;
+                        stackBase += value;
+
+                        return (
+                          <rect
+                            key={s.label}
+                            x={0}
+                            y={y}
+                            width={barWidth}
+                            height={segHeight}
+                            fill={s.color}
+                            rx={2}
+                            onMouseEnter={(e) => {
+                              const svgRect = (
+                                e.currentTarget.ownerSVGElement as SVGElement
+                              ).getBoundingClientRect();
+                              setTooltip({
+                                x: e.clientX - svgRect.left,
+                                y: e.clientY - svgRect.top - 8,
+                                category: label,
+                                seriesLabel: s.label,
+                                value,
+                              });
+                            }}
+                            onMouseLeave={() => setTooltip(null)}
+                            style={{ cursor: 'default' }}
+                          />
+                        );
+                      })}
+                    </g>
+                  );
+                })}
+
+                {labels.map((label) => {
+                  const cx = (xScale(label) ?? 0) + xScale.bandwidth() / 2;
+                  return (
+                    <text
+                      key={label}
+                      x={cx}
+                      y={innerHeight + 14}
+                      textAnchor="middle"
+                      fontSize={10}
+                      fill={titleColor}
+                    >
+                      {label.length > 14 ? `${label.slice(0, 13)}…` : label}
+                    </text>
+                  );
+                })}
+
+                <line
+                  x1={0}
+                  x2={innerWidth}
+                  y1={innerHeight}
+                  y2={innerHeight}
+                  stroke={gridColor}
+                  strokeWidth={1}
+                />
+
+                {series.map((s, si) => {
+                  const legendX = si * Math.min(innerWidth / series.length, 160);
+                  return (
+                    <g key={s.label} transform={`translate(${legendX},${innerHeight + 28})`}>
+                      <rect width={10} height={10} fill={s.color} rx={2} />
+                      <text x={14} y={9} fontSize={10} fill={legendColor}>
+                        {s.label}
+                      </text>
+                    </g>
+                  );
+                })}
+              </g>
+
+              {tooltip && (
+                <g
+                  transform={`translate(${tooltip.x},${tooltip.y})`}
+                  style={{ pointerEvents: 'none' }}
+                >
+                  <rect x={-4} y={-22} width={140} height={24} rx={4} fill="var(--popover, #1e293b)" opacity={0.92} />
+                  <text x={4} y={-6} fontSize={11} fill="var(--popover-foreground, #f1f5f9)">
+                    {tooltip.seriesLabel}: {tooltip.value.toFixed(1)}%
+                  </text>
+                </g>
+              )}
+            </svg>
+          )}
+        </div>
+      </ChartAccessibleFallback>
+    </ChartPanel>
+  );
+}
diff --git a/web/src/components/charts/d3/D3VerticalBarChart.tsx b/web/src/components/charts/d3/D3VerticalBarChart.tsx
new file mode 100644
index 00000000..b4b6e15f
--- /dev/null
+++ b/web/src/components/charts/d3/D3VerticalBarChart.tsx
@@ -0,0 +1,199 @@
+'use client';
+
+import { useRef, useState } from 'react';
+import { scaleBand, scaleLinear } from 'd3-scale';
+import { max } from 'd3-array';
+import { getGridColor, getChartTitleColor } from '@/utils/chartJsDefaults';
+import { palette } from '@/utils/chartPalette';
+import { useMeasureWidth } from '@/lib/viz/hooks/useMeasureWidth';
+import { ChartPanel } from '../ChartPanel';
+import { ChartAccessibleFallback } from '../ChartAccessibleFallback';
+import type { BarChartData } from '@/lib/viz/types';
+
+const MARGIN = { top: 8, right: 12, bottom: 36, left: 46 };
+const TICK_COUNT = 4;
+
+export interface D3VerticalBarChartProps {
+  data: BarChartData;
+  yTitle?: string;
+  ariaLabel?: string;
+  heightClass?: string;
+}
+
+interface TooltipState {
+  x: number;
+  y: number;
+  label: string;
+  value: number;
+}
+
+export function D3VerticalBarChart({
+  data,
+  yTitle,
+  ariaLabel,
+  heightClass = 'h-64',
+}: D3VerticalBarChartProps) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const width = useMeasureWidth(containerRef);
+  const [tooltip, setTooltip] = useState<TooltipState | null>(null);
+
+  const { labels, series } = data;
+  const singleSeries = series[0];
+  const values = singleSeries?.values ?? [];
+  const colors = singleSeries?.colors ?? palette(labels.length);
+
+  const rows: Array<[string, number]> = labels.map((l, i) => [l, values[i] ?? 0]);
+  const svgHeight = 256;
+  const innerWidth = Math.max(width - MARGIN.left - MARGIN.right, 0);
+  const innerHeight = svgHeight - MARGIN.top - MARGIN.bottom;
+
+  const xScale = scaleBand()
+    .domain(labels)
+    .range([0, innerWidth])
+    .padding(0.3);
+
+  const dataMax = max(values) ?? 0;
+  const yScale = scaleLinear()
+    .domain([0, dataMax > 0 ? dataMax * 1.1 : 1])
+    .range([innerHeight, 0])
+    .nice();
+
+  const yTicks = yScale.ticks(TICK_COUNT);
+  const gridColor = getGridColor();
+  const titleColor = getChartTitleColor();
+
+  return (
+    <ChartPanel heightClass={heightClass}>
+      <ChartAccessibleFallback summary={ariaLabel ?? ''} rows={rows}>
+        <div ref={containerRef} className="h-full w-full" role="img" aria-label={ariaLabel}>
+          {width > 0 && (
+            <svg
+              width={width}
+              height={svgHeight}
+              aria-hidden="true"
+              className="overflow-visible"
+              onMouseLeave={() => setTooltip(null)}
+            >
+              <g transform={`translate(${MARGIN.left},${MARGIN.top})`}>
+                {/* horizontal grid lines */}
+                {yTicks.map((tick) => (
+                  <line
+                    key={tick}
+                    x1={0}
+                    x2={innerWidth}
+                    y1={yScale(tick)}
+                    y2={yScale(tick)}
+                    stroke={gridColor}
+                    strokeWidth={1}
+                  />
+                ))}
+
+                {/* y-axis ticks */}
+                {yTicks.map((tick) => (
+                  <text
+                    key={tick}
+                    x={-6}
+                    y={yScale(tick)}
+                    textAnchor="end"
+                    dominantBaseline="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {tick.toLocaleString()}
+                  </text>
+                ))}
+
+                {/* y-axis title */}
+                {yTitle && (
+                  <text
+                    transform={`rotate(-90)`}
+                    x={-(innerHeight / 2)}
+                    y={-36}
+                    textAnchor="middle"
+                    fontSize={10}
+                    fill={titleColor}
+                  >
+                    {yTitle}
+                  </text>
+                )}
+
+                {/* bars */}
+                {labels.map((label, i) => {
+                  const barX = xScale(label) ?? 0;
+                  const barWidth = xScale.bandwidth();
+                  const value = values[i] ?? 0;
+                  const barHeight = Math.max(0, innerHeight - yScale(value));
+                  const barY = yScale(value);
+                  const color = colors[i] ?? colors[i % colors.length] ?? '#4C72B0';
+
+                  return (
+                    <rect
+                      key={label}
+                      x={barX}
+                      y={barY}
+                      width={barWidth}
+                      height={barHeight}
+                      fill={color}
+                      rx={3}
+                      ry={3}
+                      onMouseEnter={(e) => {
+                        const svgRect = (e.currentTarget.ownerSVGElement as SVGElement).getBoundingClientRect();
+                        setTooltip({
+                          x: e.clientX - svgRect.left,
+                          y: e.clientY - svgRect.top - 8,
+                          label,
+                          value,
+                        });
+                      }}
+                      onMouseLeave={() => setTooltip(null)}
+                      style={{ cursor: 'default' }}
+                    />
+                  );
+                })}
+
+                {/* x-axis labels */}
+                {labels.map((label) => {
+                  const barX = (xScale(label) ?? 0) + xScale.bandwidth() / 2;
+                  const truncated = label.length > 12 ? `${label.slice(0, 11)}…` : label;
+                  return (
+                    <text
+                      key={label}
+                      x={barX}
+                      y={innerHeight + 14}
+                      textAnchor="middle"
+                      fontSize={10}
+                      fill={titleColor}
+                    >
+                      {truncated}
+                    </text>
+                  );
+                })}
+
+                {/* x baseline */}
+                <line x1={0} x2={innerWidth} y1={innerHeight} y2={innerHeight} stroke={gridColor} strokeWidth={1} />
+              </g>
+
+              {/* tooltip */}
+              {tooltip && (
+                <g transform={`translate(${tooltip.x},${tooltip.y})`} style={{ pointerEvents: 'none' }}>
+                  <rect
+                    x={-4}
+                    y={-22}
+                    width={Math.max(tooltip.label.length * 6 + tooltip.value.toLocaleString().length * 7 + 20, 80)}
+                    height={24}
+                    rx={4}
+                    fill="var(--popover, #1e293b)"
+                    opacity={0.92}
+                  />
+                  <text x={4} y={-6} fontSize={11} fill="var(--popover-foreground, #f1f5f9)">
+                    {tooltip.label}: {tooltip.value.toLocaleString()}
+                  </text>
+                </g>
+              )}
+            </svg>
+          )}
+        </div>
+      </ChartAccessibleFallback>
+    </ChartPanel>
+  );
+}
diff --git a/web/src/components/charts/d3/index.ts b/web/src/components/charts/d3/index.ts
new file mode 100644
index 00000000..0886a58c
--- /dev/null
+++ b/web/src/components/charts/d3/index.ts
@@ -0,0 +1,10 @@
+export { D3VerticalBarChart } from './D3VerticalBarChart';
+export { D3HorizontalBarChart } from './D3HorizontalBarChart';
+export { D3GroupedBarChart } from './D3GroupedBarChart';
+export { D3DonutChart } from './D3DonutChart';
+export { D3DualLineChart } from './D3DualLineChart';
+export { D3StackedVerticalBarChart } from './D3StackedVerticalBarChart';
+export { D3StackedHorizontalBarChart } from './D3StackedHorizontalBarChart';
+export { D3ForceGraph } from './D3ForceGraph';
+export type { StackedBarSeries } from './D3StackedVerticalBarChart';
+export type { D3ForceGraphProps } from './D3ForceGraph';
diff --git a/web/src/components/compare/CompareCharts.tsx b/web/src/components/compare/CompareCharts.tsx
index 152e9335..b151408c 100644
--- a/web/src/components/compare/CompareCharts.tsx
+++ b/web/src/components/compare/CompareCharts.tsx
@@ -1,21 +1,8 @@
 'use client';
 
-import { useMemo, type ReactNode } from 'react';
-import {
-  Chart as ChartJS,
-  CategoryScale,
-  LinearScale,
-  BarElement,
-  PointElement,
-  LineElement,
-  Title,
-  Tooltip,
-  Legend,
-} from 'chart.js';
-import { Bar, Line } from 'react-chartjs-2';
+import { useMemo } from 'react';
 import { useReport } from '@/context/useReport';
 import type { CompareMetricRow, ReportCompareSummary } from '@/lib/reportCompare';
-import type { ReportPayload } from '@/types/report';
 import {
   buildAlignedDailySeries,
   buildMetricsBarChart,
@@ -25,145 +12,32 @@ import {
   pickMetricsForChart,
   type DualSeriesChartData,
 } from '@/lib/compareChartData';
+import { dualSeriesToBarChartData } from '@/lib/viz/adapters';
 import { palette } from '@/utils/chartPalette';
-import {
-  getGridColor,
-  getChartTitleColor,
-  getChartLegendLabelColor,
-} from '@/utils/chartJsDefaults';
 import ChartCard from '@/components/ChartCard';
-
-ChartJS.register(CategoryScale, LinearScale, BarElement, PointElement, LineElement, Title, Tooltip, Legend);
-
-const COLOR_BASELINE = '#94a3b8';
-const COLOR_CURRENT = '#3b82f6';
+import { D3GroupedBarChart, D3DualLineChart, D3VerticalBarChart } from '@/components/charts/d3';
 
 type CompareChartStrings = (typeof import('@/lib/strings').strings)['views']['compare'];
 
-function useChartOptions() {
-  return useMemo(() => {
-    const grid = getGridColor();
-    const titleColor = getChartTitleColor();
-    const legendColor = getChartLegendLabelColor();
-    return {
-      responsive: true,
-      maintainAspectRatio: false,
-      interaction: { mode: 'index' as const, intersect: false },
-      plugins: {
-        legend: {
-          display: true,
-          position: 'bottom' as const,
-          labels: { color: legendColor, font: { size: 11 }, padding: 12 },
-        },
-        tooltip: { mode: 'index' as const, intersect: false },
-      },
-      scales: {
-        x: {
-          grid: { color: grid },
-          ticks: { color: titleColor, maxRotation: 45, autoSkip: true, font: { size: 10 } },
-        },
-        y: {
-          grid: { color: grid },
-          beginAtZero: true,
-          ticks: { color: titleColor },
-        },
-      },
-    };
-  }, []);
-}
-
-function dualBarDatasets(
-  series: DualSeriesChartData,
-  baselineLabel: string,
-  currentLabel: string,
-) {
-  return {
-    labels: series.labels,
-    datasets: [
-      {
-        label: baselineLabel,
-        data: series.baseline,
-        backgroundColor: COLOR_BASELINE + 'cc',
-        borderColor: COLOR_BASELINE,
-        borderWidth: 1,
-        borderRadius: 4,
-      },
-      {
-        label: currentLabel,
-        data: series.current,
-        backgroundColor: COLOR_CURRENT + 'cc',
-        borderColor: COLOR_CURRENT,
-        borderWidth: 1,
-        borderRadius: 4,
-      },
-    ],
-  };
-}
-
-function dualLineDatasets(
-  series: DualSeriesChartData,
-  baselineLabel: string,
-  currentLabel: string,
-) {
-  return {
-    labels: series.labels,
-    datasets: [
-      {
-        label: baselineLabel,
-        data: series.baseline,
-        borderColor: COLOR_BASELINE,
-        backgroundColor: COLOR_BASELINE + '22',
-        borderWidth: 2,
-        pointRadius: series.labels.length <= 31 ? 3 : 1,
-        tension: 0.25,
-        spanGaps: true,
-      },
-      {
-        label: currentLabel,
-        data: series.current,
-        borderColor: COLOR_CURRENT,
-        backgroundColor: COLOR_CURRENT + '22',
-        borderWidth: 2,
-        pointRadius: series.labels.length <= 31 ? 3 : 1,
-        tension: 0.25,
-        spanGaps: true,
-      },
-    ],
-  };
-}
+const COMPARE_CHART_HEIGHT = 'h-64';
 
-function GroupedBarChart({
+/** Thin wrapper: converts DualSeriesChartData → BarChartData for D3GroupedBarChart. */
+function CompareDualBar({
   series,
   baselineLabel,
   currentLabel,
+  ariaLabel,
 }: {
   series: DualSeriesChartData;
   baselineLabel: string;
   currentLabel: string;
+  ariaLabel?: string;
 }) {
-  const options = useChartOptions();
   const data = useMemo(
-    () => dualBarDatasets(series, baselineLabel, currentLabel),
+    () => dualSeriesToBarChartData(series, baselineLabel, currentLabel),
     [series, baselineLabel, currentLabel],
   );
-  return <Bar data={data} options={options} />;
-}
-
-function DualLineChart({
-  series,
-  baselineLabel,
-  currentLabel,
-}: {
-  series: DualSeriesChartData;
-  baselineLabel: string;
-  currentLabel: string;
-}) {
-  const options = useChartOptions();
-  const data = useMemo(
-    () => dualLineDatasets(series, baselineLabel, currentLabel),
-    [series, baselineLabel, currentLabel],
-  );
-  return <Line data={data} options={options} />;
+  return <D3GroupedBarChart data={data} ariaLabel={ariaLabel} heightClass={COMPARE_CHART_HEIGHT} />;
 }
 
 interface CompareOverviewChartsProps {
@@ -201,29 +75,32 @@ export function CompareOverviewCharts({ compare, metrics, vc }: CompareOverviewC
   return (
     <div className="grid grid-cols-1 lg:grid-cols-2 gap-4">
       {barMetrics.length > 0 ? (
-        <ChartCard title={vc.chartSiteMetrics} hint={vc.chartLegendHint}>
-          <GroupedBarChart
+        <ChartCard title={vc.chartSiteMetrics} hint={vc.chartLegendHint} heightClass={COMPARE_CHART_HEIGHT}>
+          <CompareDualBar
             series={metricsSeries}
             baselineLabel={vc.legendBaseline}
             currentLabel={vc.legendCurrent}
+            ariaLabel={vc.chartSiteMetrics}
           />
         </ChartCard>
       ) : null}
       {hasStatus && statusSeries ? (
-        <ChartCard title={vc.chartStatusMix} hint={vc.chartLegendHint}>
-          <GroupedBarChart
+        <ChartCard title={vc.chartStatusMix} hint={vc.chartLegendHint} heightClass={COMPARE_CHART_HEIGHT}>
+          <CompareDualBar
             series={statusSeries}
             baselineLabel={vc.legendBaseline}
             currentLabel={vc.legendCurrent}
+            ariaLabel={vc.chartStatusMix}
           />
         </ChartCard>
       ) : null}
       {hasPriority ? (
-        <ChartCard title={vc.chartIssuesPriority} hint={vc.chartLegendHint}>
-          <GroupedBarChart
+        <ChartCard title={vc.chartIssuesPriority} hint={vc.chartLegendHint} heightClass={COMPARE_CHART_HEIGHT}>
+          <CompareDualBar
             series={prioritySeries}
             baselineLabel={vc.legendBaseline}
             currentLabel={vc.legendCurrent}
+            ariaLabel={vc.chartIssuesPriority}
           />
         </ChartCard>
       ) : null}
@@ -266,29 +143,32 @@ export function CompareGoogleCharts({ vc }: CompareGoogleChartsProps) {
   return (
     <div className="grid grid-cols-1 lg:grid-cols-2 gap-4">
       {gscClicks ? (
-        <ChartCard title={vc.chartGscClicks} hint={vc.chartDailyHint}>
-          <DualLineChart
+        <ChartCard title={vc.chartGscClicks} hint={vc.chartDailyHint} heightClass={COMPARE_CHART_HEIGHT}>
+          <D3DualLineChart
             series={gscClicks}
             baselineLabel={vc.legendBaseline}
             currentLabel={vc.legendCurrent}
+            ariaLabel={vc.chartGscClicks}
           />
         </ChartCard>
       ) : null}
       {gscImpressions ? (
-        <ChartCard title={vc.chartGscImpressions} hint={vc.chartDailyHint}>
-          <DualLineChart
+        <ChartCard title={vc.chartGscImpressions} hint={vc.chartDailyHint} heightClass={COMPARE_CHART_HEIGHT}>
+          <D3DualLineChart
             series={gscImpressions}
             baselineLabel={vc.legendBaseline}
             currentLabel={vc.legendCurrent}
+            ariaLabel={vc.chartGscImpressions}
           />
         </ChartCard>
       ) : null}
       {ga4Sessions ? (
-        <ChartCard title={vc.chartGa4Sessions} hint={vc.chartDailyHint}>
-          <DualLineChart
+        <ChartCard title={vc.chartGa4Sessions} hint={vc.chartDailyHint} heightClass={COMPARE_CHART_HEIGHT}>
+          <D3DualLineChart
             series={ga4Sessions}
             baselineLabel={vc.legendBaseline}
             currentLabel={vc.legendCurrent}
+            ariaLabel={vc.chartGa4Sessions}
           />
         </ChartCard>
       ) : null}
@@ -313,34 +193,22 @@ export function CompareUrlChangeChart({
   const values = [newCount, removedCount, contentCount, structureCount];
   const total = values.reduce((a, b) => a + b, 0);
   const labels = [vc.urlTabs.new, vc.urlTabs.removed, vc.urlTabs.content, vc.urlTabs.structure];
-  const options = useChartOptions();
-  const data = useMemo(
+  const colors = palette(4);
+
+  const barData = useMemo(
     () => ({
       labels,
-      datasets: [
-        {
-          label: vc.chartUrlChanges,
-          data: values,
-          backgroundColor: palette(4),
-          borderRadius: 4,
-        },
-      ],
-    }),
-    [labels, values, vc.chartUrlChanges],
-  );
-  const opts = useMemo(
-    () => ({
-      ...options,
-      plugins: { ...options.plugins, legend: { display: false } },
+      series: [{ values, colors }],
     }),
-    [options],
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+    [newCount, removedCount, contentCount, structureCount],
   );
 
   if (total === 0) return null;
 
   return (
-    <ChartCard title={vc.chartUrlChanges} hint={vc.chartUrlChangesHint}>
-      <Bar data={data} options={opts} />
+    <ChartCard title={vc.chartUrlChanges} hint={vc.chartUrlChangesHint} heightClass={COMPARE_CHART_HEIGHT}>
+      <D3VerticalBarChart data={barData} ariaLabel={vc.chartUrlChanges} heightClass={COMPARE_CHART_HEIGHT} />
     </ChartCard>
   );
 }
@@ -359,11 +227,12 @@ export function CompareContentCharts({
   if (!series.labels.length) return null;
 
   return (
-    <ChartCard title={vc.chartContent} hint={vc.chartLegendHint}>
-      <GroupedBarChart
+    <ChartCard title={vc.chartContent} hint={vc.chartLegendHint} heightClass={COMPARE_CHART_HEIGHT}>
+      <CompareDualBar
         series={series}
         baselineLabel={vc.legendBaseline}
         currentLabel={vc.legendCurrent}
+        ariaLabel={vc.chartContent}
       />
     </ChartCard>
   );
@@ -389,11 +258,12 @@ export function ComparePerformanceCharts({
   if (!series.labels.length) return null;
 
   return (
-    <ChartCard title={vc.chartPerformance} hint={vc.chartLegendHint}>
-      <GroupedBarChart
+    <ChartCard title={vc.chartPerformance} hint={vc.chartLegendHint} heightClass={COMPARE_CHART_HEIGHT}>
+      <CompareDualBar
         series={series}
         baselineLabel={vc.legendBaseline}
         currentLabel={vc.legendCurrent}
+        ariaLabel={vc.chartPerformance}
       />
     </ChartCard>
   );
diff --git a/web/src/components/lighthouse/ScoreRing.tsx b/web/src/components/lighthouse/ScoreRing.tsx
index 87a8aa1a..e496ffe3 100644
--- a/web/src/components/lighthouse/ScoreRing.tsx
+++ b/web/src/components/lighthouse/ScoreRing.tsx
@@ -1,4 +1,5 @@
 import { scoreRingColor } from '../../utils/lighthouseUtils';
+import { buildScoreArcPaths } from '@/lib/viz/arcGauge';
 
 export type ScoreRingSize = 'sm' | 'md' | 'lg';
 
@@ -14,29 +15,25 @@ const SIZE_CLASSES: Record<ScoreRingSize, { ring: string; score: string; label:
   lg: { ring: 'h-28 w-28', score: 'text-3xl', label: 'text-sm mt-2' },
 };
 
+const INNER_R = 13.5;
+const OUTER_R = 15.9155;
+const CX = 18;
+const CY = 18;
+
 export default function ScoreRing({ label, score, size = 'md' }: ScoreRingProps) {
   const color = scoreRingColor(score);
   const displayScore = score != null ? score : '—';
   const cls = SIZE_CLASSES[size];
+  const { background, foreground } = buildScoreArcPaths(score, INNER_R, OUTER_R);
 
   return (
     <div className="flex flex-col items-center">
       <div className={`relative ${cls.ring}`}>
-        <svg viewBox="0 0 36 36" className={`${cls.ring} -rotate-90`}>
-          <path
-            d="M18 2.0845 a 15.9155 15.9155 0 0 1 0 31.831 a 15.9155 15.9155 0 0 1 0 -31.831"
-            fill="none"
-            stroke="rgb(51, 65, 85)"
-            strokeWidth="3"
-          />
-          <path
-            d="M18 2.0845 a 15.9155 15.9155 0 0 1 0 31.831 a 15.9155 15.9155 0 0 1 0 -31.831"
-            fill="none"
-            stroke={color}
-            strokeWidth="3"
-            strokeDasharray={score != null ? `${score}, 100` : '0, 100'}
-            strokeLinecap="round"
-          />
+        <svg viewBox="0 0 36 36" className={cls.ring} aria-hidden="true">
+          <g transform={`translate(${CX},${CY})`}>
+            <path d={background} fill="rgb(51, 65, 85)" />
+            {foreground ? <path d={foreground} fill={color} /> : null}
+          </g>
         </svg>
         <div className="absolute inset-0 flex items-center justify-center">
           <span className={`font-bold tabular-nums text-bright ${cls.score}`}>{displayScore}</span>
diff --git a/web/src/components/links/RelativeMetricBar.tsx b/web/src/components/links/RelativeMetricBar.tsx
index cb6b682f..041832b5 100644
--- a/web/src/components/links/RelativeMetricBar.tsx
+++ b/web/src/components/links/RelativeMetricBar.tsx
@@ -1,4 +1,7 @@
+'use client';
+
 import type { ReactNode } from 'react';
+import { scaleLinear } from 'd3-scale';
 
 export interface RelativeMetricBarProps {
   /** 0–100 width for the bar */
@@ -9,8 +12,11 @@ export interface RelativeMetricBarProps {
   title?: string;
 }
 
+const widthScale = scaleLinear().domain([0, 100]).range([0, 100]).clamp(true);
+
 /**
  * Compact relative-strength bar + value (Overview importance, etc.).
+ * Bar width is computed with d3-scale for consistency with other viz components.
  */
 export default function RelativeMetricBar({
   pct,
@@ -19,12 +25,15 @@ export default function RelativeMetricBar({
   barClassName = 'bg-slate-500/80 dark:bg-slate-400/80',
   title,
 }: RelativeMetricBarProps) {
-  const width = Math.min(100, Math.max(0, pct));
+  const widthPct = widthScale(pct);
 
   return (
     <div className="flex w-full min-w-0 flex-col items-stretch gap-1.5 sm:flex-row sm:items-center sm:justify-end sm:gap-2">
       <div className="order-2 sm:order-1 min-w-0 flex-1 max-w-[5rem] bg-track rounded-full h-1.5 hidden sm:block overflow-hidden">
-        <div className={`h-full rounded-full transition-all ${barClassName}`} style={{ width: `${width}%` }} />
+        <div
+          className={`h-full rounded-full transition-all ${barClassName}`}
+          style={{ width: `${widthPct}%` }}
+        />
       </div>
       <span className={`order-1 sm:order-2 shrink-0 text-sm tabular-nums ${valueClassName}`} title={title}>
         {value}
diff --git a/web/src/components/links/explorer/LinksExplorerSummaryCharts.tsx b/web/src/components/links/explorer/LinksExplorerSummaryCharts.tsx
index 7d9fd731..dc44f944 100644
--- a/web/src/components/links/explorer/LinksExplorerSummaryCharts.tsx
+++ b/web/src/components/links/explorer/LinksExplorerSummaryCharts.tsx
@@ -5,11 +5,37 @@ import { Bar } from 'react-chartjs-2';
 import type { ReportLink } from '@/types';
 import { Card, ChartTitleWithHint } from '@/components';
 import { ChartPanel } from '@/components/charts';
-import { barOptsVertical } from '@/components/overview/chartUtils';
 import { strings } from '@/lib/strings';
 import { statusDistributionFromLinks } from '@/lib/statusDistribution';
 import { PALETTE_CATEGORICAL } from '@/utils/chartPalette';
-import { registerChartJsBase } from '@/utils/chartJsDefaults';
+import { getGridColor, getChartTitleColor, registerChartJsBase } from '@/utils/chartJsDefaults';
+import type { TooltipItem } from 'chart.js';
+
+function barOptsVertical(yTitle: string, ariaDescription?: string) {
+  const o = strings.views.overview;
+  return {
+    responsive: true,
+    maintainAspectRatio: false,
+    plugins: {
+      legend: { display: false },
+      tooltip: {
+        callbacks: {
+          label: (ctx: TooltipItem<'bar'>) =>
+            ` ${Number(ctx.raw).toLocaleString()} ${o.chartUrls}`,
+        },
+      },
+    },
+    scales: {
+      x: { grid: { color: getGridColor() } },
+      y: {
+        grid: { color: getGridColor() },
+        beginAtZero: true,
+        title: { display: true, text: yTitle, color: getChartTitleColor() },
+      },
+    },
+    ...(ariaDescription ? { aria: { description: ariaDescription } } : {}),
+  };
+}
 
 registerChartJsBase();
 
diff --git a/web/src/components/overview/OverviewChartsTab.tsx b/web/src/components/overview/OverviewChartsTab.tsx
index c3d95347..1737b65f 100644
--- a/web/src/components/overview/OverviewChartsTab.tsx
+++ b/web/src/components/overview/OverviewChartsTab.tsx
@@ -12,7 +12,6 @@ import {
   Sparkles,
   Zap,
 } from 'lucide-react';
-import { Bar } from 'react-chartjs-2';
 import { strings, format } from '@/lib/strings';
 import { Card, ChartTitleWithHint } from '@/components';
 import { ChartBlockSkeleton } from '@/components/SectionWidgetSkeleton';
@@ -20,15 +19,13 @@ import { OVERVIEW_TAB_SECTIONS, isSectionPending } from '@/lib/reportViewSection
 import { useTabSections } from '@/hooks/useTabSections';
 import { ScoreRing } from '@/components/lighthouse';
 import { StatusDistributionChart, LighthouseScoreGrid } from '@/components/charts';
-import { ChartPanel } from '@/components/charts';
-import { barOptionsHorizontal } from '@/utils/chartJsDefaults';
+import { D3VerticalBarChart } from '@/components/charts/d3/D3VerticalBarChart';
+import { D3HorizontalBarChart } from '@/components/charts/d3/D3HorizontalBarChart';
+import { D3GroupedBarChart } from '@/components/charts/d3/D3GroupedBarChart';
 import type { ReportPayload } from '@/types';
 import type { OverviewChartBlock, OverviewCharts } from './types';
 import { OverviewTabPanel } from './OverviewTabPanel';
-import { ensureOverviewChartsRegistered } from './chartSetup';
-import { barOptsVertical, barOptsGrouped } from './chartUtils';
 import { selectChartConcerns } from './overviewChartInsights';
-ensureOverviewChartsRegistered();
 
 const vo = strings.views.overview;
 const sj = strings.common;
@@ -108,16 +105,23 @@ function OverviewBarChart({
   yTitle: string;
   heightClass?: string;
 }) {
-  const labels = chart.data.labels?.map(String) ?? [];
-  const opts = chart.horizontal
-    ? barOptionsHorizontal(undefined, labels)
-    : barOptsVertical(yTitle, chart.aria);
+  if (chart.horizontal) {
+    return (
+      <D3HorizontalBarChart
+        data={chart.data}
+        xTitle={yTitle}
+        ariaLabel={chart.aria}
+        heightClass={heightClass}
+      />
+    );
+  }
   return (
-    <ChartPanel heightClass={heightClass}>
-      <div className="h-full w-full" role="img" aria-label={chart.aria}>
-        <Bar data={chart.data} options={opts} />
-      </div>
-    </ChartPanel>
+    <D3VerticalBarChart
+      data={chart.data}
+      yTitle={yTitle}
+      ariaLabel={chart.aria}
+      heightClass={heightClass}
+    />
   );
 }
 
@@ -296,14 +300,12 @@ export function OverviewChartsTab({ charts, depth, data, querySuffix }: Overview
                       avgDepth: depth.avg_depth ?? sj.emDash,
                     })}
                   </div>
-                  <ChartPanel heightClass={CHART_HEIGHT}>
-                    <div className="h-full w-full" role="img" aria-label={depthChart.aria}>
-                      <Bar
-                        data={depthChart.data}
-                        options={barOptsVertical(vo.chartUrls, depthChart.aria)}
-                      />
-                    </div>
-                  </ChartPanel>
+                  <D3VerticalBarChart
+                    data={depthChart.data}
+                    yTitle={vo.chartUrls}
+                    ariaLabel={depthChart.aria}
+                    heightClass={CHART_HEIGHT}
+                  />
                 </ChartInsightCard>
               ) : null}
             </ChartSection>
@@ -334,11 +336,12 @@ export function OverviewChartsTab({ charts, depth, data, querySuffix }: Overview
                   viewHref={titleMetaChart.viewHref}
                   viewLabel={titleMetaChart.viewLabel}
                 >
-                  <ChartPanel heightClass={CHART_HEIGHT}>
-                    <div className="h-full w-full" role="img" aria-label={titleMetaChart.aria}>
-                      <Bar data={titleMetaChart.data} options={barOptsGrouped(vo.chartPages)} />
-                    </div>
-                  </ChartPanel>
+                  <D3GroupedBarChart
+                    data={titleMetaChart.data}
+                    yTitle={vo.chartPages}
+                    ariaLabel={titleMetaChart.aria}
+                    heightClass={CHART_HEIGHT}
+                  />
                 </ChartInsightCard>
               ) : null}
               {readingLevelChart ? (
diff --git a/web/src/components/overview/chartSetup.ts b/web/src/components/overview/chartSetup.ts
deleted file mode 100644
index 38c722dd..00000000
--- a/web/src/components/overview/chartSetup.ts
+++ /dev/null
@@ -1,14 +0,0 @@
-import { Chart as ChartJS, CategoryScale, LinearScale, BarElement, Title, Tooltip, Legend } from 'chart.js';
-import { syncChartJsDefaultsColor } from '@/utils/chartJsDefaults';
-
-let registered = false;
-
-export function ensureOverviewChartsRegistered() {
-  if (registered) return;
-  ChartJS.register(CategoryScale, LinearScale, BarElement, Title, Tooltip, Legend);
-  if (typeof ChartJS.defaults?.font !== 'undefined') {
-    ChartJS.defaults.font.size = 11;
-  }
-  syncChartJsDefaultsColor();
-  registered = true;
-}
diff --git a/web/src/components/overview/chartUtils.ts b/web/src/components/overview/chartUtils.ts
index ff9dbaf1..d3ca411f 100644
--- a/web/src/components/overview/chartUtils.ts
+++ b/web/src/components/overview/chartUtils.ts
@@ -1,69 +1,4 @@
-import type { TooltipItem } from 'chart.js';
-import { strings, format } from '@/lib/strings';
-import {
-  getGridColor,
-  getChartTitleColor,
-  getChartLegendLabelColor,
-} from '@/utils/chartJsDefaults';
-
 export function sumObject(obj: Record<string, unknown> | null | undefined): number {
   if (!obj || typeof obj !== 'object') return 0;
   return Object.values(obj).reduce<number>((a, v) => a + Number(v ?? 0), 0);
 }
-
-export function barOptsVertical(yTitle: string, ariaDescription?: string) {
-  const o = strings.views.overview;
-  return {
-    responsive: true,
-    maintainAspectRatio: false,
-    plugins: {
-      legend: { display: false },
-      tooltip: {
-        callbacks: {
-          label: (ctx: TooltipItem<'bar'>) =>
-            ` ${format(o.tooltipCountBar, { count: Number(ctx.raw).toLocaleString() })}`,
-        },
-      },
-    },
-    scales: {
-      x: { grid: { color: getGridColor() } },
-      y: {
-        grid: { color: getGridColor() },
-        beginAtZero: true,
-        title: { display: true, text: yTitle, color: getChartTitleColor() },
-      },
-    },
-    ...(ariaDescription ? { aria: { description: ariaDescription } } : {}),
-  };
-}
-
-export function barOptsGrouped(yTitle: string) {
-  const o = strings.views.overview;
-  return {
-    responsive: true,
-    maintainAspectRatio: false,
-    plugins: {
-      legend: {
-        position: 'bottom' as const,
-        labels: { color: getChartLegendLabelColor(), font: { size: 11 }, padding: 10 },
-      },
-      tooltip: {
-        callbacks: {
-          label: (ctx: TooltipItem<'bar'>) =>
-            ` ${format(o.tooltipGroupedBar, {
-              dataset: ctx.dataset.label,
-              count: Number(ctx.raw).toLocaleString(),
-            })}`,
-        },
-      },
-    },
-    scales: {
-      x: { grid: { color: getGridColor() } },
-      y: {
-        grid: { color: getGridColor() },
-        beginAtZero: true,
-        title: { display: true, text: yTitle, color: getChartTitleColor() },
-      },
-    },
-  };
-}
diff --git a/web/src/components/overview/types.ts b/web/src/components/overview/types.ts
index f3d96ebf..cc5af6f3 100644
--- a/web/src/components/overview/types.ts
+++ b/web/src/components/overview/types.ts
@@ -1,4 +1,4 @@
-import type { ChartData } from 'chart.js';
+import type { BarChartData } from '@/lib/viz/types';
 import type { StatusDistribution } from '@/lib/statusDistribution';
 
 export const OVERVIEW_TABS = ['summary', 'charts', 'health', 'pages'] as const;
@@ -11,7 +11,7 @@ export interface OverviewChartInsightMeta {
 }
 
 export interface OverviewChartBlock extends OverviewChartInsightMeta {
-  data: ChartData<'bar'>;
+  data: BarChartData;
   aria: string;
   /** Render with horizontal bars (indexAxis y). */
   horizontal?: boolean;
diff --git a/web/src/components/overview/useOverviewCharts.ts b/web/src/components/overview/useOverviewCharts.ts
index 2960b986..d82b1be1 100644
--- a/web/src/components/overview/useOverviewCharts.ts
+++ b/web/src/components/overview/useOverviewCharts.ts
@@ -7,6 +7,7 @@ import {
 import { crawledUrlCount } from '@/lib/crawlCounts';
 import { palette, sortByValue, PALETTE_CATEGORICAL } from '@/utils/chartPalette';
 import type { ReportPayload } from '@/types';
+import type { BarChartData } from '@/lib/viz/types';
 import type { OverviewCharts } from './types';
 import { statusDistributionFromCounts } from '@/lib/statusDistribution';
 import {
@@ -61,17 +62,7 @@ export function useOverviewCharts(
     if (!labels.length || sumObject(dist) === 0) return null;
     const aria = `${vo.ariaWordCountIntro} ${labels.map((l, i) => `${values[i]} in ${l} words`).join(', ')}.`;
     return {
-      data: {
-        labels,
-        datasets: [
-          {
-            label: vo.chartPages,
-            data: values,
-            backgroundColor: wordCountBucketColors(labels),
-            borderRadius: 4,
-          },
-        ],
-      },
+      data: { labels, series: [{ label: vo.chartPages, values, colors: wordCountBucketColors(labels) }] } satisfies BarChartData,
       aria,
       takeaway: wordCountTakeaway(dist, crawledCount),
       viewHref: hrefs.contentAnalytics,
@@ -87,17 +78,7 @@ export function useOverviewCharts(
     if (!labels.length || sumObject(dist) === 0) return null;
     const aria = `${vo.ariaResponseTimeIntro} ${labels.map((l, i) => `${values[i]} URLs ${l}`).join(', ')}.`;
     return {
-      data: {
-        labels,
-        datasets: [
-          {
-            label: vo.chartUrls,
-            data: values,
-            backgroundColor: responseTimeBucketColors(labels),
-            borderRadius: 4,
-          },
-        ],
-      },
+      data: { labels, series: [{ label: vo.chartUrls, values, colors: responseTimeBucketColors(labels) }] } satisfies BarChartData,
       aria,
       takeaway: responseTimeTakeaway(dist),
       viewHref: hrefs.network,
@@ -117,17 +98,7 @@ export function useOverviewCharts(
     const values = entries.map(([, v]) => v);
     const aria = `${vo.ariaDepthIntro} ${entries.map(([d, n]) => `${n} at depth ${d}`).join(', ')}.`;
     return {
-      data: {
-        labels,
-        datasets: [
-          {
-            label: vo.chartUrls,
-            data: values,
-            backgroundColor: PALETTE_CATEGORICAL[4],
-            borderRadius: 4,
-          },
-        ],
-      },
+      data: { labels, series: [{ label: vo.chartUrls, values, colors: labels.map(() => PALETTE_CATEGORICAL[4] as string) }] } satisfies BarChartData,
       aria,
       takeaway: depthTakeaway(by, data?.depth_distribution?.max_depth, data?.depth_distribution?.avg_depth),
       viewHref: hrefs.links,
@@ -166,27 +137,13 @@ export function useOverviewCharts(
           Number(seo.meta_desc_ok || 0),
         ]
       : null;
-    const datasets = [];
-    if (titleData) {
-      datasets.push({
-        label: vo.chartTitleTags,
-        data: titleData,
-        backgroundColor: metaColors,
-        borderRadius: 4,
-      });
-    }
-    if (metaData) {
-      datasets.push({
-        label: vo.chartMetaDesc,
-        data: metaData,
-        backgroundColor: metaColors,
-        borderRadius: 4,
-      });
-    }
+    const seriesList = [];
+    if (titleData) seriesList.push({ label: vo.chartTitleTags, values: titleData, colors: metaColors });
+    if (metaData) seriesList.push({ label: vo.chartMetaDesc, values: metaData, colors: metaColors });
     const total = [...(titleData || []), ...(metaData || [])].reduce((a, b) => a + b, 0);
     if (total === 0) return null;
     return {
-      data: { labels, datasets },
+      data: { labels, series: seriesList } satisfies BarChartData,
       aria: vo.groupedTitleMetaAria,
       takeaway: titleMetaTakeaway(seo, crawledCount),
       viewHref: hrefs.content,
@@ -224,17 +181,7 @@ export function useOverviewCharts(
     if (!labels.length || sumObject(dist) === 0) return null;
     const dominant = dominantBucketLabel(labels, values);
     return {
-      data: {
-        labels,
-        datasets: [
-          {
-            label: vo.chartPages,
-            data: values,
-            backgroundColor: palette(labels.length),
-            borderRadius: 4,
-          },
-        ],
-      },
+      data: { labels, series: [{ label: vo.chartPages, values, colors: palette(labels.length) }] } satisfies BarChartData,
       aria: `${vo.ariaReadingIntro} ${labels.map((l, i) => `${values[i]} ${l}`).join(', ')}.`,
       takeaway: dominant
         ? format(vo.chartsTakeawayReadingDominant, {
@@ -257,17 +204,7 @@ export function useOverviewCharts(
     values = sorted.values.slice(0, 8);
     if (!values.some((v: number) => v > 0)) return null;
     return {
-      data: {
-        labels,
-        datasets: [
-          {
-            label: vo.chartUrls,
-            data: values,
-            backgroundColor: palette(labels.length),
-            borderRadius: 4,
-          },
-        ],
-      },
+      data: { labels, series: [{ label: vo.chartUrls, values, colors: palette(labels.length) }] } satisfies BarChartData,
       aria: `${vo.ariaMimeIntro} ${labels.map((l, i) => `${values[i]} ${l}`).join(', ')}.`,
       takeaway: format(vo.chartsTakeawayMimeTop, {
         mime: labels[0],
@@ -284,17 +221,7 @@ export function useOverviewCharts(
     if (!labels.length || !values.some((v) => v > 0)) return null;
     const dominant = dominantBucketLabel(labels, values);
     return {
-      data: {
-        labels,
-        datasets: [
-          {
-            label: vo.chartUrls,
-            data: values,
-            backgroundColor: PALETTE_CATEGORICAL[1],
-            borderRadius: 4,
-          },
-        ],
-      },
+      data: { labels, series: [{ label: vo.chartUrls, values, colors: labels.map(() => PALETTE_CATEGORICAL[1] as string) }] } satisfies BarChartData,
       aria: vo.ariaOutlinks,
       takeaway: dominant
         ? format(vo.chartsTakeawayOutlinksDominant, {
@@ -317,17 +244,7 @@ export function useOverviewCharts(
     values = sorted.values.slice(0, 10);
     if (!values.some((v) => v > 0)) return null;
     return {
-      data: {
-        labels,
-        datasets: [
-          {
-            label: vo.chartUrls,
-            data: values,
-            backgroundColor: palette(labels.length),
-            borderRadius: 4,
-          },
-        ],
-      },
+      data: { labels, series: [{ label: vo.chartUrls, values, colors: palette(labels.length) }] } satisfies BarChartData,
       aria: `${vo.ariaDomainsPrefix} ${labels[0]}: ${values[0]}.`,
       horizontal: true,
       takeaway: format(vo.chartsTakeawayDomainsTop, {
diff --git a/web/src/lib/linkGraph.test.ts b/web/src/lib/linkGraph.test.ts
new file mode 100644
index 00000000..cb37df1d
--- /dev/null
+++ b/web/src/lib/linkGraph.test.ts
@@ -0,0 +1,142 @@
+import { describe, it, expect } from 'vitest';
+import {
+  buildLinkGraphPayload,
+  buildLinkTreePayload,
+  buildNeighborIndex,
+  buildTreeNeighborIndex,
+  cloneLinkGraphPayload,
+  findTreeRoot,
+  linkEndpointId,
+  statusColor,
+} from './linkGraph';
+import type { GraphEdge, GraphNode, ReportLink } from '@/types/report';
+
+const BASE = 'https://example.com';
+
+describe('buildLinkGraphPayload', () => {
+  it('returns null when nodes and edges are empty', () => {
+    expect(buildLinkGraphPayload([], [], [])).toBeNull();
+  });
+
+  it('builds nodes from graph_nodes with status colors', () => {
+    const nodes: GraphNode[] = [`${BASE}/`, `${BASE}/broken`];
+    const links: ReportLink[] = [
+      { url: `${BASE}/`, status: '200' },
+      { url: `${BASE}/broken`, status: '404' },
+    ];
+    const payload = buildLinkGraphPayload(nodes, [], links);
+    expect(payload).not.toBeNull();
+    expect(payload!.nodes).toHaveLength(2);
+    expect(payload!.nodes[0]?.color).toBe(statusColor('200'));
+    expect(payload!.nodes[1]?.color).toBe(statusColor('404'));
+    expect(payload!.nodes[0]?.label).toBe('/');
+  });
+
+  it('adds edge-only endpoints not listed in graph_nodes', () => {
+    const edges: GraphEdge[] = [{ from: `${BASE}/a`, to: `${BASE}/b` }];
+    const payload = buildLinkGraphPayload([], edges, []);
+    expect(payload!.nodes).toHaveLength(2);
+    expect(payload!.links).toEqual([
+      { source: `${BASE}/a`, target: `${BASE}/b` },
+    ]);
+  });
+
+  it('filters nodes by search query', () => {
+    const nodes: GraphNode[] = [`${BASE}/blog`, `${BASE}/about`];
+    const payload = buildLinkGraphPayload(nodes, [], [], 'blog');
+    expect(payload!.searchActive).toBe(true);
+    expect(payload!.nodes).toHaveLength(1);
+    expect(payload!.nodes[0]?.id).toBe(`${BASE}/blog`);
+    expect(payload!.totalNodeCount).toBe(2);
+  });
+
+  it('drops links when an endpoint is filtered out by search', () => {
+    const nodes: GraphNode[] = [`${BASE}/blog`, `${BASE}/about`];
+    const edges: GraphEdge[] = [{ from: `${BASE}/blog`, to: `${BASE}/about` }];
+    const payload = buildLinkGraphPayload(nodes, edges, [], 'blog');
+    expect(payload!.nodes).toHaveLength(1);
+    expect(payload!.links).toHaveLength(0);
+  });
+});
+
+describe('buildNeighborIndex', () => {
+  it('builds undirected adjacency', () => {
+    const idx = buildNeighborIndex([
+      { source: 'a', target: 'b' },
+      { source: 'b', target: 'c' },
+    ]);
+    expect(idx.get('a')).toEqual(new Set(['b']));
+    expect(idx.get('b')).toEqual(new Set(['a', 'c']));
+    expect(idx.get('c')).toEqual(new Set(['b']));
+  });
+
+  it('normalizes object endpoints from force-graph mutation', () => {
+    const idx = buildNeighborIndex([
+      { source: { id: 'a' }, target: { id: 'b' } },
+    ]);
+    expect(idx.get('a')).toEqual(new Set(['b']));
+  });
+});
+
+describe('cloneLinkGraphPayload', () => {
+  it('copies nodes and stringifies link endpoints', () => {
+    const payload = {
+      nodes: [{ id: 'a', label: '/a', title: 'a', color: '#000' }],
+      links: [{ source: { id: 'a' } as unknown as string, target: { id: 'b' } as unknown as string }],
+      searchActive: false,
+      totalNodeCount: 2,
+    };
+    const cloned = cloneLinkGraphPayload(payload);
+    expect(cloned.nodes).not.toBe(payload.nodes);
+    expect(cloned.links).toEqual([{ source: 'a', target: 'b' }]);
+  });
+});
+
+describe('linkEndpointId', () => {
+  it('returns string ids unchanged', () => {
+    expect(linkEndpointId('https://ex.com/page')).toBe('https://ex.com/page');
+  });
+
+  it('extracts id from node objects', () => {
+    expect(linkEndpointId({ id: 'https://ex.com/page' })).toBe('https://ex.com/page');
+  });
+});
+
+describe('buildLinkTreePayload', () => {
+  it('produces one tree link per child instead of the full mesh', () => {
+    const nodes: GraphNode[] = [`${BASE}/`, `${BASE}/a`, `${BASE}/b`];
+    const edges: GraphEdge[] = [
+      { from: `${BASE}/`, to: `${BASE}/a` },
+      { from: `${BASE}/`, to: `${BASE}/b` },
+      { from: `${BASE}/a`, to: `${BASE}/b` },
+    ];
+    const linkRows: ReportLink[] = [
+      { url: `${BASE}/`, status: '200', depth: 0 },
+      { url: `${BASE}/a`, status: '200', depth: 1 },
+      { url: `${BASE}/b`, status: '200', depth: 1 },
+    ];
+    const payload = buildLinkTreePayload(nodes, edges, linkRows);
+    expect(payload!.links).toHaveLength(2);
+    expect(payload!.links.every((l) => l.source === `${BASE}/`)).toBe(true);
+  });
+
+  it('prefers homepage as root', () => {
+    const ids = [`${BASE}/about`, `${BASE}/`];
+    const depth = new Map([
+      [`${BASE}/about`, 0],
+      [`${BASE}/`, 0],
+    ]);
+    expect(findTreeRoot(ids, depth)).toBe(`${BASE}/`);
+  });
+});
+
+describe('buildTreeNeighborIndex', () => {
+  it('returns parent and children only', () => {
+    const idx = buildTreeNeighborIndex([
+      { source: 'root', target: 'a' },
+      { source: 'root', target: 'b' },
+    ]);
+    expect(idx.get('root')).toEqual(new Set(['a', 'b']));
+    expect(idx.get('a')).toEqual(new Set(['root']));
+  });
+});
diff --git a/web/src/lib/linkGraph.ts b/web/src/lib/linkGraph.ts
index e04f8d67..7517f31c 100644
--- a/web/src/lib/linkGraph.ts
+++ b/web/src/lib/linkGraph.ts
@@ -1,4 +1,264 @@
-import type { InlinkAnchorRow, LinkEdgeRow } from '@/types/report';
+import type { GraphEdge, GraphNode, InlinkAnchorRow, LinkEdgeRow, ReportLink } from '@/types/report';
+
+export interface LinkGraphNode {
+  id: string;
+  label: string;
+  title: string;
+  color: string;
+}
+
+export interface LinkGraphLink {
+  source: string;
+  target: string;
+}
+
+/** Normalize link endpoint after force-graph libs mutate source/target into node objects. */
+export function linkEndpointId(endpoint: string | { id?: string } | null | undefined): string {
+  if (endpoint == null) return '';
+  return typeof endpoint === 'object' ? String(endpoint.id ?? '') : String(endpoint);
+}
+
+/** Shallow clone so 2D/3D renderers cannot mutate shared payload state. */
+export function cloneLinkGraphPayload(payload: LinkGraphPayload): LinkGraphPayload {
+  return {
+    ...payload,
+    nodes: payload.nodes.map((n) => ({ ...n })),
+    links: payload.links.map((l) => ({
+      source: linkEndpointId(l.source),
+      target: linkEndpointId(l.target),
+    })),
+  };
+}
+
+export interface LinkGraphPayload {
+  nodes: LinkGraphNode[];
+  links: LinkGraphLink[];
+  searchActive: boolean;
+  totalNodeCount: number;
+}
+
+function graphNodeId(u: GraphNode): string {
+  return typeof u === 'string' ? u : (u.id || u.url || String(u));
+}
+
+function pathLabel(id: string): string {
+  const stripped = shortPath(id);
+  if (stripped) return stripped;
+  return id.replace(/^https?:\/\/[^/]+/, '') || '/';
+}
+
+/** Build force-graph nodes/links from report graph_nodes, graph_edges, and link status rows. */
+export function buildLinkGraphPayload(
+  graphNodes: GraphNode[],
+  graphEdges: GraphEdge[],
+  linkRows: readonly ReportLink[],
+  searchQuery?: string,
+): LinkGraphPayload | null {
+  if (graphNodes.length === 0 && graphEdges.length === 0) return null;
+
+  const urlToStatus: Record<string, string> = {};
+  for (const row of linkRows) {
+    if (row?.url) urlToStatus[row.url] = String(row.status ?? '');
+  }
+
+  const nodeMap = new Map<string, LinkGraphNode>();
+  for (const u of graphNodes) {
+    const id = graphNodeId(u);
+    nodeMap.set(id, {
+      id,
+      label: pathLabel(id),
+      title: id,
+      color: statusColor(urlToStatus[id]),
+    });
+  }
+
+  for (const e of graphEdges) {
+    const fromId = e.from ?? e['from'];
+    const toId = e.to ?? e['to'];
+    for (const rawId of [fromId, toId]) {
+      if (!rawId) continue;
+      const id = String(rawId);
+      if (!nodeMap.has(id)) {
+        nodeMap.set(id, {
+          id,
+          label: pathLabel(id),
+          title: id,
+          color: statusColor(urlToStatus[id]),
+        });
+      }
+    }
+  }
+
+  const q = (searchQuery || '').toLowerCase().trim();
+  let ids = Array.from(nodeMap.keys());
+  if (q) ids = ids.filter((id) => id.toLowerCase().includes(q));
+
+  const idSet = new Set(ids);
+  const nodes = ids.map((id) => nodeMap.get(id)).filter((n): n is LinkGraphNode => n != null);
+  const links = graphEdges
+    .map((e) => {
+      const fromId = e.from ?? e['from'];
+      const toId = e.to ?? e['to'];
+      if (!fromId || !toId) return null;
+      const source = String(fromId);
+      const target = String(toId);
+      return idSet.has(source) && idSet.has(target) ? { source, target } : null;
+    })
+    .filter((link): link is LinkGraphLink => link != null);
+
+  return {
+    nodes,
+    links,
+    searchActive: !!q,
+    totalNodeCount: nodeMap.size,
+  };
+}
+
+function isHomepageUrl(url: string): boolean {
+  try {
+    const u = new URL(url);
+    return u.pathname === '/' || u.pathname === '';
+  } catch {
+    return false;
+  }
+}
+
+/** Pick the crawl root (homepage preferred, else shallowest depth). */
+export function findTreeRoot(
+  nodeIds: readonly string[],
+  urlToDepth: ReadonlyMap<string, number>,
+): string {
+  if (nodeIds.length === 0) return '';
+
+  let candidates = nodeIds.filter((id) => (urlToDepth.get(id) ?? 0) === 0);
+  if (candidates.length === 0) {
+    const minDepth = Math.min(...nodeIds.map((id) => urlToDepth.get(id) ?? 999));
+    candidates = nodeIds.filter((id) => (urlToDepth.get(id) ?? 999) === minDepth);
+  }
+
+  const homepage = candidates.find(isHomepageUrl);
+  if (homepage) return homepage;
+
+  candidates.sort((a, b) => a.length - b.length);
+  return candidates[0] ?? nodeIds[0];
+}
+
+/** One parent link per page — crawl discovery tree, not the full link mesh. */
+export function buildTreeLinks(
+  nodeIds: Set<string>,
+  graphEdges: GraphEdge[],
+  urlToDepth: ReadonlyMap<string, number>,
+  rootId: string,
+): LinkGraphLink[] {
+  const inbound = new Map<string, string[]>();
+  for (const e of graphEdges) {
+    const from = String(e.from ?? e['from'] ?? '');
+    const to = String(e.to ?? e['to'] ?? '');
+    if (!from || !to || !nodeIds.has(from) || !nodeIds.has(to) || from === to) continue;
+    if (!inbound.has(to)) inbound.set(to, []);
+    inbound.get(to)!.push(from);
+  }
+
+  const parentOf = new Map<string, string>();
+  const sorted = [...nodeIds].sort(
+    (a, b) =>
+      (urlToDepth.get(a) ?? 999) - (urlToDepth.get(b) ?? 999) || a.localeCompare(b),
+  );
+
+  for (const id of sorted) {
+    if (id === rootId) continue;
+
+    const depth = urlToDepth.get(id) ?? 999;
+    const inbounds = inbound.get(id) || [];
+    const shallower = inbounds
+      .filter((p) => nodeIds.has(p) && (urlToDepth.get(p) ?? 999) < depth)
+      .sort((a, b) => (urlToDepth.get(a) ?? 999) - (urlToDepth.get(b) ?? 999));
+
+    let parent = shallower[0];
+    if (!parent) {
+      parent = inbounds
+        .filter((p) => nodeIds.has(p))
+        .sort((a, b) => (urlToDepth.get(a) ?? 999) - (urlToDepth.get(b) ?? 999))[0];
+    }
+    if (!parent && nodeIds.has(rootId)) parent = rootId;
+    if (parent && parent !== id) parentOf.set(id, parent);
+  }
+
+  return [...parentOf.entries()].map(([target, source]) => ({ source, target }));
+}
+
+/**
+ * Crawl discovery tree for the network map — one spine link per page instead of
+ * the full internal link mesh (unreadable on dense sites).
+ */
+export function buildLinkTreePayload(
+  graphNodes: GraphNode[],
+  graphEdges: GraphEdge[],
+  linkRows: readonly ReportLink[],
+  searchQuery?: string,
+): LinkGraphPayload | null {
+  const base = buildLinkGraphPayload(graphNodes, graphEdges, linkRows, searchQuery);
+  if (!base || base.nodes.length === 0) return base;
+
+  const urlToDepth = new Map<string, number>();
+  for (const row of linkRows) {
+    if (row?.url != null && row.depth != null) urlToDepth.set(row.url, row.depth);
+  }
+
+  const nodeIds = new Set(base.nodes.map((n) => n.id));
+  const rootId = findTreeRoot([...nodeIds], urlToDepth);
+  if (!rootId) return base;
+
+  return {
+    ...base,
+    links: buildTreeLinks(nodeIds, graphEdges, urlToDepth, rootId),
+  };
+}
+
+/** Parent + children only (tree neighbours). */
+export function buildTreeNeighborIndex(
+  links: readonly (LinkGraphLink | { source: string | { id?: string }; target: string | { id?: string } })[],
+): Map<string, Set<string>> {
+  const parent = new Map<string, string>();
+  const children = new Map<string, Set<string>>();
+
+  for (const l of links) {
+    const source = linkEndpointId(l.source);
+    const target = linkEndpointId(l.target);
+    if (!source || !target) continue;
+    parent.set(target, source);
+    if (!children.has(source)) children.set(source, new Set());
+    children.get(source)!.add(target);
+  }
+
+  const ids = new Set<string>([...parent.keys(), ...parent.values(), ...children.keys()]);
+  const m = new Map<string, Set<string>>();
+  for (const id of ids) {
+    const neighbors = new Set<string>();
+    const p = parent.get(id);
+    if (p) neighbors.add(p);
+    for (const c of children.get(id) || []) neighbors.add(c);
+    m.set(id, neighbors);
+  }
+  return m;
+}
+
+/** Undirected neighbour lookup for click-to-highlight. */
+export function buildNeighborIndex(
+  links: readonly (LinkGraphLink | { source: string | { id?: string }; target: string | { id?: string } })[],
+): Map<string, Set<string>> {
+  const m = new Map<string, Set<string>>();
+  for (const l of links) {
+    const source = linkEndpointId(l.source);
+    const target = linkEndpointId(l.target);
+    if (!source || !target) continue;
+    if (!m.has(source)) m.set(source, new Set());
+    if (!m.has(target)) m.set(target, new Set());
+    m.get(source)!.add(target);
+    m.get(target)!.add(source);
+  }
+  return m;
+}
 
 /**
  * Adjacency maps for the crawled internal/external link graph.
diff --git a/web/src/lib/viz/adapters.test.ts b/web/src/lib/viz/adapters.test.ts
new file mode 100644
index 00000000..b26144c1
--- /dev/null
+++ b/web/src/lib/viz/adapters.test.ts
@@ -0,0 +1,131 @@
+import { describe, it, expect } from 'vitest';
+import { chartDataToBarChartData, dualSeriesToBarChartData, labelsValuesToBarChartData, groupedBarChartData } from './adapters';
+import type { ChartData } from 'chart.js';
+
+describe('chartDataToBarChartData', () => {
+  it('maps labels and single-series values', () => {
+    const input: ChartData<'bar'> = {
+      labels: ['a', 'b', 'c'],
+      datasets: [{ label: 'Pages', data: [10, 20, 30], backgroundColor: '#ff0000' }],
+    };
+    const result = chartDataToBarChartData(input);
+    expect(result.labels).toEqual(['a', 'b', 'c']);
+    expect(result.series).toHaveLength(1);
+    expect(result.series[0]?.values).toEqual([10, 20, 30]);
+    expect(result.series[0]?.label).toBe('Pages');
+  });
+
+  it('expands a scalar backgroundColor into per-bar colors', () => {
+    const input: ChartData<'bar'> = {
+      labels: ['x', 'y'],
+      datasets: [{ data: [1, 2], backgroundColor: '#abc' }],
+    };
+    const result = chartDataToBarChartData(input);
+    expect(result.series[0]?.colors).toEqual(['#abc', '#abc']);
+  });
+
+  it('passes through array backgroundColor as colors', () => {
+    const input: ChartData<'bar'> = {
+      labels: ['x', 'y'],
+      datasets: [{ data: [1, 2], backgroundColor: ['#111', '#222'] }],
+    };
+    const result = chartDataToBarChartData(input);
+    expect(result.series[0]?.colors).toEqual(['#111', '#222']);
+  });
+
+  it('handles multiple series (grouped)', () => {
+    const input: ChartData<'bar'> = {
+      labels: ['a', 'b'],
+      datasets: [
+        { label: 'Title', data: [1, 2], backgroundColor: '#aaa' },
+        { label: 'Meta', data: [3, 4], backgroundColor: '#bbb' },
+      ],
+    };
+    const result = chartDataToBarChartData(input);
+    expect(result.series).toHaveLength(2);
+    expect(result.series[1]?.label).toBe('Meta');
+    expect(result.series[1]?.values).toEqual([3, 4]);
+  });
+
+  it('handles missing labels and empty datasets', () => {
+    const result = chartDataToBarChartData({ datasets: [] });
+    expect(result.labels).toEqual([]);
+    expect(result.series).toEqual([]);
+  });
+});
+
+describe('dualSeriesToBarChartData', () => {
+  it('maps baseline and current to two series', () => {
+    const input = {
+      labels: ['A', 'B'],
+      baseline: [10, 20],
+      current: [15, 25],
+    };
+    const result = dualSeriesToBarChartData(input, 'Before', 'After');
+    expect(result.labels).toEqual(['A', 'B']);
+    expect(result.series).toHaveLength(2);
+    expect(result.series[0]?.label).toBe('Before');
+    expect(result.series[0]?.values).toEqual([10, 20]);
+    expect(result.series[1]?.label).toBe('After');
+    expect(result.series[1]?.values).toEqual([15, 25]);
+  });
+
+  it('coalesces null values to 0', () => {
+    const input = {
+      labels: ['X', 'Y'],
+      baseline: [null, 5],
+      current: [3, null],
+    };
+    const result = dualSeriesToBarChartData(input, 'Baseline', 'Current');
+    expect(result.series[0]?.values).toEqual([0, 5]);
+    expect(result.series[1]?.values).toEqual([3, 0]);
+  });
+
+  it('uses default compare colors', () => {
+    const input = { labels: ['A'], baseline: [1], current: [2] };
+    const result = dualSeriesToBarChartData(input, 'B', 'C');
+    expect(result.series[0]?.colors?.[0]).toBe('#94a3b8');
+    expect(result.series[1]?.colors?.[0]).toBe('#3b82f6');
+  });
+
+  it('accepts custom colors', () => {
+    const input = { labels: ['A'], baseline: [1], current: [2] };
+    const result = dualSeriesToBarChartData(input, 'B', 'C', {
+      baseline: '#aabbcc',
+      current: '#112233',
+    });
+    expect(result.series[0]?.colors?.[0]).toBe('#aabbcc');
+    expect(result.series[1]?.colors?.[0]).toBe('#112233');
+  });
+
+  it('handles empty series', () => {
+    const result = dualSeriesToBarChartData({ labels: [], baseline: [], current: [] }, 'B', 'C');
+    expect(result.labels).toEqual([]);
+    expect(result.series[0]?.values).toEqual([]);
+    expect(result.series[1]?.values).toEqual([]);
+  });
+});
+
+describe('labelsValuesToBarChartData', () => {
+  it('builds single series with scalar color', () => {
+    const result = labelsValuesToBarChartData(['a', 'b'], [1, 2], '#abc');
+    expect(result.series[0]?.values).toEqual([1, 2]);
+    expect(result.series[0]?.colors).toEqual(['#abc', '#abc']);
+  });
+
+  it('builds single series with per-bar colors', () => {
+    const result = labelsValuesToBarChartData(['a', 'b'], [1, 2], ['#111', '#222']);
+    expect(result.series[0]?.colors).toEqual(['#111', '#222']);
+  });
+});
+
+describe('groupedBarChartData', () => {
+  it('maps multiple datasets to series', () => {
+    const result = groupedBarChartData(['x', 'y'], [
+      { label: 'A', values: [1, 2], colors: '#aaa' },
+      { label: 'B', values: [3, 4], colors: ['#111', '#222'] },
+    ]);
+    expect(result.series).toHaveLength(2);
+    expect(result.series[1]?.colors).toEqual(['#111', '#222']);
+  });
+});
diff --git a/web/src/lib/viz/adapters.ts b/web/src/lib/viz/adapters.ts
new file mode 100644
index 00000000..496a07fb
--- /dev/null
+++ b/web/src/lib/viz/adapters.ts
@@ -0,0 +1,88 @@
+/**
+ * Adapters that bridge Chart.js ChartData shapes to neutral BarChartData,
+ * allowing incremental migration without rewriting data-prep hooks first.
+ */
+import type { ChartData } from 'chart.js';
+import type { BarChartData } from './types';
+import type { DualSeriesChartData } from '@/lib/compareChartData';
+
+const COMPARE_COLOR_BASELINE = '#94a3b8';
+const COMPARE_COLOR_CURRENT = '#3b82f6';
+
+export function chartDataToBarChartData(data: ChartData<'bar'>): BarChartData {
+  const labels = (data.labels ?? []).map(String);
+  const series = (data.datasets ?? []).map((ds) => ({
+    label: typeof ds.label === 'string' ? ds.label : undefined,
+    values: (ds.data as number[]).map(Number),
+    colors: Array.isArray(ds.backgroundColor)
+      ? (ds.backgroundColor as string[])
+      : typeof ds.backgroundColor === 'string'
+        ? labels.map(() => ds.backgroundColor as string)
+        : undefined,
+  }));
+  return { labels, series };
+}
+
+/**
+ * Convert a Compare page DualSeriesChartData (baseline + current) to neutral
+ * BarChartData for use with D3GroupedBarChart.
+ * Null values are coalesced to 0 for bar height; use D3DualLineChart for gap-aware lines.
+ */
+export function dualSeriesToBarChartData(
+  series: DualSeriesChartData,
+  baselineLabel: string,
+  currentLabel: string,
+  colors?: { baseline?: string; current?: string },
+): BarChartData {
+  const baseColor = colors?.baseline ?? COMPARE_COLOR_BASELINE;
+  const curColor = colors?.current ?? COMPARE_COLOR_CURRENT;
+  return {
+    labels: series.labels,
+    series: [
+      {
+        label: baselineLabel,
+        values: series.baseline.map((v) => v ?? 0),
+        colors: series.labels.map(() => baseColor),
+      },
+      {
+        label: currentLabel,
+        values: series.current.map((v) => v ?? 0),
+        colors: series.labels.map(() => curColor),
+      },
+    ],
+  };
+}
+
+/** Build a single-series BarChartData from labels, values, and optional per-bar colors. */
+export function labelsValuesToBarChartData(
+  labels: string[],
+  values: number[],
+  colors?: string[] | string,
+): BarChartData {
+  const colorArr =
+    typeof colors === 'string'
+      ? labels.map(() => colors)
+      : colors;
+  return {
+    labels,
+    series: [{ values, colors: colorArr }],
+  };
+}
+
+/** Build a multi-series grouped BarChartData. */
+export function groupedBarChartData(
+  labels: string[],
+  datasets: Array<{ label: string; values: number[]; colors?: string[] | string }>,
+): BarChartData {
+  return {
+    labels,
+    series: datasets.map((ds) => ({
+      label: ds.label,
+      values: ds.values,
+      colors:
+        typeof ds.colors === 'string'
+          ? labels.map(() => ds.colors as string)
+          : ds.colors,
+    })),
+  };
+}
diff --git a/web/src/lib/viz/arcGauge.test.ts b/web/src/lib/viz/arcGauge.test.ts
new file mode 100644
index 00000000..aee1cbe2
--- /dev/null
+++ b/web/src/lib/viz/arcGauge.test.ts
@@ -0,0 +1,22 @@
+import { describe, it, expect } from 'vitest';
+import { buildScoreArcPaths } from './arcGauge';
+
+describe('buildScoreArcPaths', () => {
+  it('returns background arc always', () => {
+    const { background, foreground } = buildScoreArcPaths(null, 13, 16);
+    expect(background).toMatch(/^M/);
+    expect(foreground).toBeNull();
+  });
+
+  it('returns foreground arc for valid score', () => {
+    const { foreground } = buildScoreArcPaths(75, 13, 16);
+    expect(foreground).toMatch(/^M/);
+  });
+
+  it('clamps score to 0–100', () => {
+    const over = buildScoreArcPaths(150, 13, 16);
+    const under = buildScoreArcPaths(-10, 13, 16);
+    expect(over.foreground).toBeTruthy();
+    expect(under.foreground).toBeTruthy();
+  });
+});
diff --git a/web/src/lib/viz/arcGauge.ts b/web/src/lib/viz/arcGauge.ts
new file mode 100644
index 00000000..3663d475
--- /dev/null
+++ b/web/src/lib/viz/arcGauge.ts
@@ -0,0 +1,32 @@
+import { arc, type DefaultArcObject } from 'd3-shape';
+
+const START_ANGLE = -Math.PI / 2;
+
+function arcDatum(innerRadius: number, outerRadius: number, endAngle: number): DefaultArcObject {
+  return { innerRadius, outerRadius, startAngle: START_ANGLE, endAngle };
+}
+
+/** Build filled arc paths for a 0–100 score ring (12 o'clock start). */
+export function buildScoreArcPaths(
+  score: number | null | undefined,
+  innerRadius: number,
+  outerRadius: number,
+): { background: string; foreground: string | null } {
+  const fullArc = arc().cornerRadius(1);
+  const background = fullArc(arcDatum(innerRadius, outerRadius, START_ANGLE + 2 * Math.PI)) ?? '';
+
+  if (score == null) return { background, foreground: null };
+
+  const clamped = Math.min(100, Math.max(0, score));
+  const fgArc = arc().cornerRadius(1);
+  const foreground =
+    fgArc(arcDatum(innerRadius, outerRadius, START_ANGLE + (clamped / 100) * 2 * Math.PI)) ?? '';
+
+  return { background, foreground };
+}
+
+/** Dashed overlay arc for critical scores (< 50). */
+export function buildCriticalOverlayPath(innerRadius: number, outerRadius: number): string {
+  const overlay = arc();
+  return overlay(arcDatum(innerRadius, outerRadius, START_ANGLE + 2 * Math.PI)) ?? '';
+}
diff --git a/web/src/lib/viz/hooks/useMeasureWidth.ts b/web/src/lib/viz/hooks/useMeasureWidth.ts
new file mode 100644
index 00000000..ba657c14
--- /dev/null
+++ b/web/src/lib/viz/hooks/useMeasureWidth.ts
@@ -0,0 +1,24 @@
+'use client';
+
+import { useState, useEffect, type RefObject } from 'react';
+
+/** Returns the current client width of a container element, updated on resize. */
+export function useMeasureWidth(ref: RefObject<HTMLDivElement | null>): number {
+  const [width, setWidth] = useState(0);
+
+  useEffect(() => {
+    const el = ref.current;
+    if (!el) return;
+
+    setWidth(el.clientWidth);
+
+    const ro = new ResizeObserver((entries) => {
+      const entry = entries[0];
+      if (entry) setWidth(entry.contentRect.width);
+    });
+    ro.observe(el);
+    return () => ro.disconnect();
+  }, [ref]);
+
+  return width;
+}
diff --git a/web/src/lib/viz/margins.ts b/web/src/lib/viz/margins.ts
new file mode 100644
index 00000000..626ee6f8
--- /dev/null
+++ b/web/src/lib/viz/margins.ts
@@ -0,0 +1,6 @@
+/** Shared SVG margin constants for D3 charts. */
+
+export const MARGIN_VERTICAL = { top: 8, right: 12, bottom: 36, left: 46 } as const;
+export const MARGIN_HORIZONTAL = { top: 6, right: 40, bottom: 28, left: 10 } as const;
+export const MARGIN_GROUPED = { top: 8, right: 12, bottom: 52, left: 46 } as const;
+export const MARGIN_DONUT = { top: 8, right: 8, bottom: 8, left: 8 } as const;
diff --git a/web/src/lib/viz/types.ts b/web/src/lib/viz/types.ts
new file mode 100644
index 00000000..bd80c4cc
--- /dev/null
+++ b/web/src/lib/viz/types.ts
@@ -0,0 +1,14 @@
+/** Neutral chart data types, decoupled from Chart.js. */
+
+export interface BarChartSeries {
+  /** Series display name — shown in legend / tooltip for grouped charts. */
+  label?: string;
+  values: number[];
+  /** Per-bar colors; falls back to palette if omitted. */
+  colors?: string[];
+}
+
+export interface BarChartData {
+  labels: string[];
+  series: BarChartSeries[];
+}
diff --git a/web/src/strings.json b/web/src/strings.json
index 4cbe2ac4..6bef50f6 100644
--- a/web/src/strings.json
+++ b/web/src/strings.json
@@ -417,7 +417,7 @@
           "body": "Crawled pages that returned HTTP 4xx or 5xx errors."
         },
         "legendLink": {
-          "body": "Internal anchor link between two pages in the crawl graph."
+          "body": "Crawl discovery path from parent page to child (one spine link per page, not every internal cross-link)."
         }
       },
       "indexation": {
@@ -2544,18 +2544,21 @@
       ]
     },
     "network": {
-      "title": "Internal Linking Map",
-      "subtitle": "Physics-based graph of internal link structure. Click a node to inspect the page and highlight its links. Red nodes indicate 4xx/5xx errors.",
+      "title": "Site Structure Map",
+      "subtitle": "Radial crawl tree from the homepage — one discovery path per page, not every cross-link. Switch between 2D and 3D. Red nodes indicate 4xx/5xx errors.",
       "searchEmpty": "No pages match your search.",
       "legendOk": "OK (2xx)",
       "legendBroken": "Broken (4xx/5xx)",
-      "legendLink": "Internal Link",
+      "legendLink": "Crawl path",
       "fullscreen": "Full screen",
       "exitFullscreen": "Exit full screen",
       "titleFullscreen": "Full screen",
       "titleExitFullscreen": "Exit full screen",
       "noEdges": "No edge data available.",
       "clickHint": "Click a node to inspect · drag to rotate",
+      "clickHint2d": "Click a node to inspect · scroll to zoom · drag to pan",
+      "view2d": "2D",
+      "view3d": "3D",
       "openLive": "Open live site",
       "clearSelection": "Clear",
       "selectedLabel": "Selected page"
diff --git a/web/src/views/ContentAnalytics.tsx b/web/src/views/ContentAnalytics.tsx
index 6e6e467a..24dc0150 100644
--- a/web/src/views/ContentAnalytics.tsx
+++ b/web/src/views/ContentAnalytics.tsx
@@ -1,4 +1,4 @@
-import type { Chart, TooltipItem } from 'chart.js';
+import type { TooltipItem } from 'chart.js';
 import { useState, useMemo } from 'react';
 import { useUrlTab } from '@/hooks/useUrlTab';
 import { useTabSections } from '@/hooks/useTabSections';
@@ -20,8 +20,8 @@ import type {
 } from '@/types';
 import { filterSemanticTerms, filterTopicClusters } from '@/lib/semanticTextHygiene';
 import { anyChartOptions } from '../utils/chartOptions';
-import { Chart as ChartJS, CategoryScale, LinearScale, BarElement, ArcElement, Title, Tooltip, Legend } from 'chart.js';
-import { Bar, Doughnut } from 'react-chartjs-2';
+import { Chart as ChartJS, CategoryScale, LinearScale, BarElement, Title, Tooltip, Legend } from 'chart.js';
+import { Bar } from 'react-chartjs-2';
 import {
   BookOpen,
   Globe,
@@ -45,51 +45,30 @@ import { useReport } from '../context/useReport';
 import { strings, format } from '../lib/strings';
 import { metricHelpHint } from '@/lib/metricHelp';
 import { PageLayout, PageHeader, Card, Table, TableHead, TableHeadCell, TableBody, TableRow, TableCell, ViewTabs, ViewTabPanel, StatCard, SectionHeader, ChartTitleWithHint } from '../components';
-import { StatusDistributionChart, CoverageBar, ChartAccessibleFallback, ChartPanel } from '../components/charts';
+import { ChartPanel } from '../components/charts/ChartPanel';
+import { StatusDistributionChart, CoverageBar } from '../components/charts';
+import {
+  D3VerticalBarChart,
+  D3HorizontalBarChart,
+  D3GroupedBarChart,
+  D3DonutChart,
+  D3StackedVerticalBarChart,
+  D3StackedHorizontalBarChart,
+} from '@/components/charts/d3';
+import { labelsValuesToBarChartData, groupedBarChartData } from '@/lib/viz/adapters';
 import { crawledUrlCount } from '@/lib/crawlCounts';
 import { statusDistributionFromSummary } from '../lib/statusDistribution';
-import { filterZeroSlices, doughnutOptionsWithPercentTooltip, formatCompositionAria } from '../lib/chartDoughnutUtils';
+import { filterZeroSlices, formatCompositionAria } from '../lib/chartDoughnutUtils';
 import type { ViewTabItem } from '../components';
 import { palette, PALETTE_CATEGORICAL } from '../utils/chartPalette';
 import RichResultsValidationPanel from '../components/content/RichResultsValidationPanel';
 import {
   getGridColor,
   getChartTitleColor,
-  getChartCanvasTextColor,
-  getChartLegendLabelColor,
   truncateChartLabel,
 } from '../utils/chartJsDefaults';
 
-ChartJS.register(CategoryScale, LinearScale, BarElement, ArcElement, Title, Tooltip, Legend);
-
-/** Shared colors for title/meta bucket comparison (missing → long). */
-const COMPARE_BUCKET_COLORS = ['#EF4444', '#EAB308', '#22C55E', '#F97316'];
-
-const barValueLabelsPlugin = {
-  id: 'caBarLabels',
-  afterDatasetsDraw(chart: Chart) {
-    const ctx = chart.ctx;
-    const isHorizontal = chart.options.indexAxis === 'y';
-    ctx.save();
-    ctx.font = '11px system-ui, sans-serif';
-    ctx.fillStyle = getChartCanvasTextColor();
-    ctx.textAlign = isHorizontal ? 'left' : 'center';
-    ctx.textBaseline = 'middle';
-    (chart.data.datasets || []).forEach((dataset, dsi: number) => {
-      const meta = chart.getDatasetMeta(dsi);
-      if (!meta?.data?.length || !dataset?.data) return;
-      meta.data.forEach((bar, i: number) => {
-        const value = dataset.data[i];
-        if (value == null || value === 0) return;
-        const label = Number(value).toLocaleString();
-        const x = isHorizontal ? bar.x + 6 : bar.x;
-        const y = isHorizontal ? bar.y : bar.y - 12;
-        ctx.fillText(label, x, y);
-      });
-    });
-    ctx.restore();
-  },
-};
+ChartJS.register(CategoryScale, LinearScale, BarElement, Title, Tooltip, Legend);
 
 function barOpts(xTitle?: string) {
   const vca = strings.views.contentAnalytics;
@@ -143,56 +122,8 @@ function barOptsH(yAxisLabels?: readonly string[]) {
   });
 }
 
-function groupedBarOpts(yTitle?: string) {
-  const vca = strings.views.contentAnalytics;
-  const def = strings.common.pages;
-  return anyChartOptions({
-    responsive: true,
-    maintainAspectRatio: false,
-    plugins: {
-      legend: { display: true, labels: { color: getChartLegendLabelColor(), font: { size: 11 }, padding: 10 } },
-      tooltip: {
-        callbacks: {
-          label: (ctx: TooltipItem<'bar'>) =>
-            ` ${format(vca.chartTooltipGrouped, { dataset: ctx.dataset.label, n: ctx.raw?.toLocaleString() })}`,
-        },
-      },
-    },
-    scales: {
-      x: { grid: { color: getGridColor() } },
-      y: { grid: { color: getGridColor() }, beginAtZero: true, title: { display: true, text: yTitle ?? def, color: getChartTitleColor() } },
-    },
-  });
-}
-
-function stackedPercentBarOpts() {
-  const vca = strings.views.contentAnalytics;
-  const pctAxis = strings.common.percentOfPages;
-  return anyChartOptions({
-    indexAxis: 'y',
-    responsive: true,
-    maintainAspectRatio: false,
-    plugins: {
-      legend: { display: true, labels: { color: getChartLegendLabelColor(), font: { size: 11 }, padding: 10 } },
-      tooltip: {
-        callbacks: {
-          label: (ctx: TooltipItem<'bar'>) =>
-            ` ${format(vca.chartTooltipPercent, { dataset: ctx.dataset.label, pct: Number(ctx.raw).toFixed(1) })}`,
-        },
-      },
-    },
-    scales: {
-      x: {
-        stacked: true,
-        grid: { color: getGridColor() },
-        beginAtZero: true,
-        max: 100,
-        title: { display: true, text: pctAxis, color: getChartTitleColor() },
-      },
-      y: { stacked: true, grid: { color: getGridColor() } },
-    },
-  });
-}
+/** Shared colors for title/meta bucket comparison (missing → long). */
+const COMPARE_BUCKET_COLORS = ['#EF4444', '#EAB308', '#22C55E', '#F97316'];
 
 function qualityBarColors(labels: string[]) {
   return labels.map((l: string) => {
@@ -757,9 +688,7 @@ export default function ContentAnalytics({ searchQuery = '' }: ViewProps) {
                     </>
                   )}
                 </p>
-                <ChartPanel heightClass="h-64">
-                  <StatusDistributionChart distribution={statusDistribution!} heightClass="h-64" />
-                </ChartPanel>
+                <StatusDistributionChart distribution={statusDistribution!} heightClass="h-64" />
               </Card>
             )}
             {hasRtDist && (
@@ -779,22 +708,12 @@ export default function ContentAnalytics({ searchQuery = '' }: ViewProps) {
                     </>
                   )}
                 </p>
-                <ChartPanel heightClass="h-64">
-                  <Bar
-                    data={{
-                      labels: rtLabels,
-                      datasets: [{ data: rtValues, backgroundColor: palette(rtLabels.length) }],
-                    }}
-                    options={{
-                      ...barOpts(ch.timeBucket),
-                      plugins: {
-                        legend: { display: false },
-                        tooltip: { callbacks: { label: (ctx: TooltipItem<'bar'>) => ` ${ctx.raw?.toLocaleString()} URLs` } },
-                      },
-                    }}
-                    plugins={[barValueLabelsPlugin]}
-                  />
-                </ChartPanel>
+                <D3VerticalBarChart
+                  data={labelsValuesToBarChartData(rtLabels, rtValues, palette(rtLabels.length))}
+                  yTitle={ch.timeBucket}
+                  ariaLabel={vca.responseTimeDist}
+                  heightClass="h-64"
+                />
               </Card>
             )}
           </div>
@@ -808,47 +727,26 @@ export default function ContentAnalytics({ searchQuery = '' }: ViewProps) {
             {hasIssueBar && (
               <Card padding="tight">
                 <ChartTitleWithHint title="URLs flagged by issue type" helpKey="views.contentAnalytics.issuesByType" />
-                <ChartPanel heightClass="h-80">
-                  <Bar
-                    data={{
-                      labels: issueBarLabels,
-                      datasets: [{ data: issueBarValues, backgroundColor: palette(issueBarLabels.length) }],
-                    }}
-                    options={{
-                      ...barOptsH(issueBarLabels),
-                      plugins: {
-                        ...barOptsH(issueBarLabels).plugins,
-                        tooltip: { callbacks: { label: (ctx: TooltipItem<'bar'>) => ` ${ctx.raw?.toLocaleString()} URLs` } },
-                      },
-                    }}
-                    plugins={[barValueLabelsPlugin]}
-                  />
-                </ChartPanel>
+                <D3HorizontalBarChart
+                  data={labelsValuesToBarChartData(issueBarLabels, issueBarValues, palette(issueBarLabels.length))}
+                  xTitle={strings.charts.axisFrequency}
+                  ariaLabel="URLs flagged by issue type"
+                  heightClass="h-80"
+                />
               </Card>
             )}
             {hasSeoOptimalBar && (
               <Card padding="tight">
                 <ChartTitleWithHint title='Pages in “good” ranges' helpKey="views.contentAnalytics.seoOptimalRanges" />
-                <ChartPanel>
-                  <Bar
-                    data={{
-                      labels: ['Title length', 'Meta description', 'H1 count'],
-                      datasets: [
-                        {
-                          label: 'In range / optimal',
-                          data: [titleOkPct, metaOkPct, h1OkPct],
-                          backgroundColor: '#22C55E',
-                        },
-                        {
-                          label: 'Needs attention',
-                          data: [100 - titleOkPct, 100 - metaOkPct, 100 - h1OkPct],
-                          backgroundColor: '#EF444466',
-                        },
-                      ],
-                    }}
-                    options={stackedPercentBarOpts()}
-                  />
-                </ChartPanel>
+                <D3StackedHorizontalBarChart
+                  labels={['Title length', 'Meta description', 'H1 count']}
+                  series={[
+                    { label: 'In range / optimal', values: [titleOkPct, metaOkPct, h1OkPct], color: '#22C55E' },
+                    { label: 'Needs attention', values: [100 - titleOkPct, 100 - metaOkPct, 100 - h1OkPct], color: '#EF444466' },
+                  ]}
+                  xTitle={strings.common.percentOfPages}
+                  ariaLabel='Pages in "good" ranges'
+                />
               </Card>
             )}
             {hasThinCompare && (
@@ -899,104 +797,77 @@ export default function ContentAnalytics({ searchQuery = '' }: ViewProps) {
         <div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
           <Card padding="tight">
             <ChartTitleWithHint title={vca.wordCountDist} helpKey="views.contentAnalytics.wordCountDist" />
-            <ChartPanel heightClass="h-64">
-              {wcLabels.length > 0 ? (
-                <Bar
-                  data={{ labels: wcLabels, datasets: [{ data: wcValues, backgroundColor: palette(wcLabels.length) }] }}
-                  options={barOpts(ch.axisWordCount)}
-                  plugins={[barValueLabelsPlugin]}
-                />
-              ) : (
-                <div className="flex items-center justify-center h-full text-muted-foreground text-sm">{sj.noData}</div>
-              )}
-            </ChartPanel>
+            {wcLabels.length > 0 ? (
+              <D3VerticalBarChart
+                data={labelsValuesToBarChartData(wcLabels, wcValues, palette(wcLabels.length))}
+                yTitle={ch.axisWordCount}
+                ariaLabel={vca.wordCountDist}
+                heightClass="h-64"
+              />
+            ) : (
+              <div className="flex items-center justify-center h-64 text-muted-foreground text-sm">{sj.noData}</div>
+            )}
           </Card>
 
           <Card padding="tight">
             <ChartTitleWithHint title={vca.readingLevelDist} helpKey="views.contentAnalytics.readingLevelDist" />
-            <ChartPanel heightClass="h-64">
-              {rlLabels.length > 0 ? (
-                <Bar
-                  data={{
-                    labels: rlLabels,
-                    datasets: [{ data: rlValues, backgroundColor: ['#22C55E', '#4C72B0', '#EAB308', '#EF4444'].slice(0, rlLabels.length) }],
-                  }}
-                  options={{ ...barOptsH(rlLabels), plugins: { ...barOptsH(rlLabels).plugins, tooltip: { callbacks: { label: (ctx: TooltipItem<'bar'>) => ` ${ctx.raw} pages` } } } }}
-                  plugins={[barValueLabelsPlugin]}
-                />
-              ) : (
-                <div className="flex items-center justify-center h-full text-muted-foreground text-sm">{sj.noData}</div>
-              )}
-            </ChartPanel>
+            {rlLabels.length > 0 ? (
+              <D3HorizontalBarChart
+                data={labelsValuesToBarChartData(
+                  rlLabels,
+                  rlValues,
+                  ['#22C55E', '#4C72B0', '#EAB308', '#EF4444'].slice(0, rlLabels.length),
+                )}
+                xTitle={strings.charts.axisFrequency}
+                ariaLabel={vca.readingLevelDist}
+                heightClass="h-64"
+              />
+            ) : (
+              <div className="flex items-center justify-center h-64 text-muted-foreground text-sm">{sj.noData}</div>
+            )}
           </Card>
 
           <Card padding="tight">
             <ChartTitleWithHint title={vca.contentHtmlRatio} helpKey="views.contentAnalytics.contentHtmlRatio" />
-            <ChartPanel heightClass="h-64">
-              {crLabels.length > 0 ? (
-                <Bar
-                  data={{ labels: crLabels, datasets: [{ data: crValues, backgroundColor: palette(crLabels.length) }] }}
-                  options={barOpts(ch.ratio)}
-                  plugins={[barValueLabelsPlugin]}
-                />
-              ) : (
-                <div className="flex items-center justify-center h-full text-muted-foreground text-sm">{sj.noData}</div>
-              )}
-            </ChartPanel>
+            {crLabels.length > 0 ? (
+              <D3VerticalBarChart
+                data={labelsValuesToBarChartData(crLabels, crValues, palette(crLabels.length))}
+                yTitle={ch.ratio}
+                ariaLabel={vca.contentHtmlRatio}
+                heightClass="h-64"
+              />
+            ) : (
+              <div className="flex items-center justify-center h-64 text-muted-foreground text-sm">{sj.noData}</div>
+            )}
           </Card>
 
           <Card padding="tight">
             <ChartTitleWithHint title={vca.topKeywords} helpKey="views.contentAnalytics.topKeywords" />
-            <ChartPanel heightClass="h-[28rem]">
-              {kwLabels.length > 0 ? (
-                <Bar
-                  data={{ labels: kwLabels, datasets: [{ data: kwValues, backgroundColor: PALETTE_CATEGORICAL[0] }] }}
-                  options={barOptsH(kwLabels)}
-                  plugins={[barValueLabelsPlugin]}
-                />
-              ) : (
-                <div className="flex items-center justify-center h-full text-muted-foreground text-sm">{vca.noKeywordData}</div>
-              )}
-            </ChartPanel>
+            {kwLabels.length > 0 ? (
+              <D3HorizontalBarChart
+                data={labelsValuesToBarChartData(kwLabels, kwValues, PALETTE_CATEGORICAL[0] ?? '#4C72B0')}
+                xTitle={strings.charts.axisFrequency}
+                ariaLabel={vca.topKeywords}
+                heightClass="h-[28rem]"
+                svgHeight={Math.max(448, kwLabels.length * 28 + 40)}
+              />
+            ) : (
+              <div className="flex items-center justify-center h-[28rem] text-muted-foreground text-sm">{vca.noKeywordData}</div>
+            )}
           </Card>
 
           {hasWcPercBar && (
             <Card padding="tight" className="lg:col-span-2">
               <ChartTitleWithHint title={vca.wordCountLadder} helpKey="views.contentAnalytics.wordCountLadder" />
-              <ChartPanel>
-                <Bar
-                  data={{
-                    labels: wcPercLabels,
-                    datasets: [
-                      {
-                        data: wcPercValues,
-                        backgroundColor: ['#64748B', '#EAB308', '#3B82F6', '#A855F7', '#22C55E', '#F97316'],
-                      },
-                    ],
-                  }}
-                  options={{
-                    responsive: true,
-                    maintainAspectRatio: false,
-                    plugins: {
-                      legend: { display: false },
-                      tooltip: {
-                        callbacks: {
-                          label: (ctx: TooltipItem<'bar'>) => ` ${Number(ctx.raw).toLocaleString()} words`,
-                        },
-                      },
-                    },
-                    scales: {
-                      x: { grid: { color: getGridColor() }, title: { display: true, text: 'Statistic', color: getChartTitleColor() } },
-                      y: {
-                        grid: { color: getGridColor() },
-                        beginAtZero: true,
-                        title: { display: true, text: 'Words', color: getChartTitleColor() },
-                      },
-                    },
-                  }}
-                  plugins={[barValueLabelsPlugin]}
-                />
-              </ChartPanel>
+              <D3VerticalBarChart
+                data={labelsValuesToBarChartData(
+                  wcPercLabels,
+                  wcPercValues.map((v) => v ?? 0),
+                  ['#64748B', '#EAB308', '#3B82F6', '#A855F7', '#22C55E', '#F97316'],
+                )}
+                yTitle="Words"
+                ariaLabel={vca.wordCountLadder}
+              />
             </Card>
           )}
         </div>
@@ -1010,77 +881,44 @@ export default function ContentAnalytics({ searchQuery = '' }: ViewProps) {
             {/* H1 Distribution Doughnut */}
             <Card padding="tight">
               <ChartTitleWithHint title={vca.h1Dist} helpKey="views.contentAnalytics.h1Dist" />
-              <ChartPanel>
-                {hasH1Data ? (
-                  <ChartAccessibleFallback
-                    summary={h1Aria}
-                    rows={h1Chart.labels.map((label, i) => [label, h1Chart.values[i] ?? 0] as [string, string | number])}
-                  >
-                    <div className="h-full flex items-center justify-center min-w-0 overflow-hidden" role="presentation">
-                      <div className="w-full max-w-[240px] h-full">
-                        <Doughnut
-                          data={{
-                            labels: h1Chart.labels,
-                            datasets: [{
-                              data: h1Chart.values,
-                              backgroundColor: ['#EF4444', '#22C55E', '#DD8452'].slice(0, h1Chart.labels.length),
-                              borderColor: 'rgba(15,23,42,0.8)',
-                              borderWidth: 2,
-                            }],
-                          }}
-                          options={doughnutOptionsWithPercentTooltip()}
-                        />
-                      </div>
-                    </div>
-                  </ChartAccessibleFallback>
-                ) : (
-                  <div className="flex items-center justify-center h-full text-muted-foreground text-sm">{sj.noData}</div>
-                )}
-              </ChartPanel>
+              {hasH1Data ? (
+                <D3DonutChart
+                  labels={h1Chart.labels}
+                  values={h1Chart.values}
+                  colors={['#EF4444', '#22C55E', '#DD8452'].slice(0, h1Chart.labels.length)}
+                  ariaLabel={h1Aria}
+                />
+              ) : (
+                <div className="flex items-center justify-center h-64 text-muted-foreground text-sm">{sj.noData}</div>
+              )}
             </Card>
 
             {/* Title Length Quality */}
             <Card padding="tight">
               <ChartTitleWithHint title={vca.titleTagQuality} helpKey="views.contentAnalytics.titleTagQuality" />
-              <ChartPanel>
-                {hasTitleData ? (
-                  <Bar
-                    data={{
-                      labels: titleQualLabels,
-                      datasets: [{ data: titleQualValues, backgroundColor: qualityBarColors(titleQualLabels) }],
-                    }}
-                    options={{
-                      ...barOpts(),
-                      plugins: { legend: { display: false }, tooltip: { callbacks: { label: (ctx: TooltipItem<'bar'>) => ` ${ctx.raw?.toLocaleString()} pages` } } },
-                    }}
-                    plugins={[barValueLabelsPlugin]}
-                  />
-                ) : (
-                  <div className="flex items-center justify-center h-full text-muted-foreground text-sm">{sj.noData}</div>
-                )}
-              </ChartPanel>
+              {hasTitleData ? (
+                <D3VerticalBarChart
+                  data={labelsValuesToBarChartData(titleQualLabels, titleQualValues, qualityBarColors(titleQualLabels))}
+                  yTitle={strings.common.pages}
+                  ariaLabel={vca.titleTagQuality}
+                />
+              ) : (
+                <div className="flex items-center justify-center h-64 text-muted-foreground text-sm">{sj.noData}</div>
+              )}
             </Card>
 
             {/* Meta Description Quality */}
             <Card padding="tight">
               <ChartTitleWithHint title={vca.metaDescQuality} helpKey="views.contentAnalytics.metaDescQuality" />
-              <ChartPanel>
-                {hasMetaData ? (
-                  <Bar
-                    data={{
-                      labels: metaQualLabels,
-                      datasets: [{ data: metaQualValues, backgroundColor: qualityBarColors(metaQualLabels) }],
-                    }}
-                    options={{
-                      ...barOpts(),
-                      plugins: { legend: { display: false }, tooltip: { callbacks: { label: (ctx: TooltipItem<'bar'>) => ` ${ctx.raw?.toLocaleString()} pages` } } },
-                    }}
-                    plugins={[barValueLabelsPlugin]}
-                  />
-                ) : (
-                  <div className="flex items-center justify-center h-full text-muted-foreground text-sm">{sj.noData}</div>
-                )}
-              </ChartPanel>
+              {hasMetaData ? (
+                <D3VerticalBarChart
+                  data={labelsValuesToBarChartData(metaQualLabels, metaQualValues, qualityBarColors(metaQualLabels))}
+                  yTitle={strings.common.pages}
+                  ariaLabel={vca.metaDescQuality}
+                />
+              ) : (
+                <div className="flex items-center justify-center h-64 text-muted-foreground text-sm">{sj.noData}</div>
+              )}
             </Card>
           </div>
 
@@ -1089,53 +927,37 @@ export default function ContentAnalytics({ searchQuery = '' }: ViewProps) {
               {hasTitleMetaCompare && (
                 <Card padding="tight">
                   <ChartTitleWithHint title={vca.titleVsMetaBuckets} helpKey="views.contentAnalytics.titleVsMetaBuckets" />
-                  <ChartPanel heightClass="h-64">
-                    <Bar
-                      data={{
-                        labels: vca.compareBuckets,
-                        datasets: [
-                          {
-                            label: vca.datasetTitleTags,
-                            data: titleBucketCounts,
-                            backgroundColor: COMPARE_BUCKET_COLORS,
-                          },
-                          {
-                            label: vca.datasetMetaTags,
-                            data: metaBucketCounts,
-                            backgroundColor: COMPARE_BUCKET_COLORS,
-                          },
-                        ],
-                      }}
-                      options={groupedBarOpts(sj.pages)}
-                      plugins={[barValueLabelsPlugin]}
-                    />
-                  </ChartPanel>
+                  <D3GroupedBarChart
+                    data={groupedBarChartData(vca.compareBuckets, [
+                      { label: vca.datasetTitleTags, values: titleBucketCounts, colors: COMPARE_BUCKET_COLORS },
+                      { label: vca.datasetMetaTags, values: metaBucketCounts, colors: COMPARE_BUCKET_COLORS },
+                    ])}
+                    yTitle={sj.pages}
+                    ariaLabel={vca.titleVsMetaBuckets}
+                    heightClass="h-64"
+                  />
                 </Card>
               )}
               {hasSeoGapCountCompare && (
                 <Card padding="tight">
                   <ChartTitleWithHint title={vca.seoOptimalVsGapCounts} helpKey="views.contentAnalytics.seoOptimalVsGapCounts" />
-                  <ChartPanel heightClass="h-64">
-                    <Bar
-                      data={{
-                        labels: [vca.seoTitle, vca.seoMeta, vca.seoH1],
-                        datasets: [
-                          {
-                            label: vca.stackedInRange,
-                            data: [seoHealth.title_ok || 0, seoHealth.meta_desc_ok || 0, seoHealth.h1_one || 0],
-                            backgroundColor: '#22C55E',
-                          },
-                          {
-                            label: vca.stackedNeeds,
-                            data: [titleGapCount, metaGapCount, h1GapCount],
-                            backgroundColor: 'rgba(239, 68, 68, 0.45)',
-                          },
-                        ],
-                      }}
-                      options={groupedBarOpts(sj.pages)}
-                      plugins={[barValueLabelsPlugin]}
-                    />
-                  </ChartPanel>
+                  <D3GroupedBarChart
+                    data={groupedBarChartData([vca.seoTitle, vca.seoMeta, vca.seoH1], [
+                      {
+                        label: vca.stackedInRange,
+                        values: [seoHealth.title_ok || 0, seoHealth.meta_desc_ok || 0, seoHealth.h1_one || 0],
+                        colors: '#22C55E',
+                      },
+                      {
+                        label: vca.stackedNeeds,
+                        values: [titleGapCount, metaGapCount, h1GapCount],
+                        colors: 'rgba(239, 68, 68, 0.45)',
+                      },
+                    ])}
+                    yTitle={sj.pages}
+                    ariaLabel={vca.seoOptimalVsGapCounts}
+                    heightClass="h-64"
+                  />
                 </Card>
               )}
             </div>
@@ -1168,77 +990,32 @@ export default function ContentAnalytics({ searchQuery = '' }: ViewProps) {
         {hasSocialData && (
           <Card padding="tight">
             <h3 className="text-sm font-bold text-foreground mb-3">{vca.socialOverview}</h3>
-            <ChartPanel heightClass="h-64">
-              <Bar
-                data={{
-                  labels: [vca.openGraph, vca.twitterCard, vca.ogImage],
-                  datasets: [
-                    {
-                      label: vca.datasetHasTag,
-                      data: [ogPct, twPct, ogImgPct],
-                      backgroundColor: '#22C55E',
-                    },
-                    {
-                      label: vca.datasetMissing,
-                      data: [100 - ogPct, 100 - twPct, 100 - ogImgPct],
-                      backgroundColor: '#EF444466',
-                    },
-                  ],
-                }}
-                options={{
-                  ...groupedBarOpts(),
-                  scales: {
-                    x: { stacked: true, grid: { color: getGridColor() } },
-                    y: { stacked: true, grid: { color: getGridColor() }, beginAtZero: true, max: 100, title: { display: true, text: 'Coverage %', color: getChartTitleColor() } },
-                  },
-                  plugins: {
-                    legend: { display: true, labels: { color: getChartLegendLabelColor(), font: { size: 11 }, padding: 10 } },
-                    tooltip: { callbacks: { label: (ctx: TooltipItem<'bar'>) => ` ${ctx.dataset.label}: ${Number(ctx.raw).toFixed(1)}%` } },
-                  },
-                }}
-              />
-            </ChartPanel>
+            <D3StackedVerticalBarChart
+              labels={[vca.openGraph, vca.twitterCard, vca.ogImage]}
+              series={[
+                { label: vca.datasetHasTag, values: [ogPct, twPct, ogImgPct], color: '#22C55E' },
+                { label: vca.datasetMissing, values: [100 - ogPct, 100 - twPct, 100 - ogImgPct], color: '#EF444466' },
+              ]}
+              yTitle="Coverage %"
+              ariaLabel={vca.socialOverview}
+              heightClass="h-64"
+            />
           </Card>
         )}
 
         {hasSocialMissCompare && (
           <Card padding="tight" shadow>
             <ChartTitleWithHint title={vca.missingSocialUrlCompare} helpKey="views.contentAnalytics.missingSocialCompare" />
-            <ChartPanel className="max-w-lg">
-              <Bar
-                data={{
-                  labels: [vca.openGraph, vca.twitterCard],
-                  datasets: [
-                    {
-                      label: vca.datasetMissing,
-                      data: [ogMissCount, twMissCount],
-                      backgroundColor: ['#3B82F6', '#38BDF8'],
-                    },
-                  ],
-                }}
-                options={{
-                  responsive: true,
-                  maintainAspectRatio: false,
-                  plugins: {
-                    legend: { display: false },
-                    tooltip: {
-                      callbacks: {
-                        label: (ctx: TooltipItem<'bar'>) => ` ${ctx.raw?.toLocaleString()} ${sj.urls}`,
-                      },
-                    },
-                  },
-                  scales: {
-                    x: { grid: { color: getGridColor() } },
-                    y: {
-                      grid: { color: getGridColor() },
-                      beginAtZero: true,
-                      title: { display: true, text: sj.urls, color: getChartTitleColor() },
-                    },
-                  },
-                }}
-                plugins={[barValueLabelsPlugin]}
-              />
-            </ChartPanel>
+            <D3VerticalBarChart
+              data={labelsValuesToBarChartData(
+                [vca.openGraph, vca.twitterCard],
+                [ogMissCount, twMissCount],
+                ['#3B82F6', '#38BDF8'],
+              )}
+              yTitle={sj.urls}
+              ariaLabel={vca.missingSocialUrlCompare}
+              heightClass="h-64"
+            />
           </Card>
         )}
 
@@ -1369,22 +1146,12 @@ export default function ContentAnalytics({ searchQuery = '' }: ViewProps) {
                   )}
                 </p>
               )}
-              <ChartPanel heightClass="h-64">
-                <Bar
-                  data={{
-                    labels: depthLabels,
-                    datasets: [{ data: depthValues, backgroundColor: palette(depthLabels.length) }],
-                  }}
-                  options={{
-                    ...barOpts(ch.depth),
-                    plugins: {
-                      legend: { display: false },
-                      tooltip: { callbacks: { label: (ctx: TooltipItem<'bar'>) => ` ${ctx.raw?.toLocaleString()} pages` } },
-                    },
-                  }}
-                  plugins={[barValueLabelsPlugin]}
-                />
-              </ChartPanel>
+              <D3VerticalBarChart
+                data={labelsValuesToBarChartData(depthLabels, depthValues, palette(depthLabels.length))}
+                yTitle={ch.depth}
+                ariaLabel="Crawl Depth Distribution"
+                heightClass="h-64"
+              />
             </Card>
 
             {/* Word count percentile summary */}
diff --git a/web/src/views/Network.tsx b/web/src/views/Network.tsx
index 062a4881..b0c8c9e8 100644
--- a/web/src/views/Network.tsx
+++ b/web/src/views/Network.tsx
@@ -1,4 +1,4 @@
-import { useState, useEffect, useRef, useMemo, useCallback, useDeferredValue } from 'react';
+import { useState, useEffect, useLayoutEffect, useRef, useMemo, useCallback, useDeferredValue } from 'react';
 import ForceGraph3D from '3d-force-graph';
 import { Maximize, Minimize, ExternalLink, X } from 'lucide-react';
 import { useReport } from '../context/useReport';
@@ -6,21 +6,31 @@ import { useOptionalUrlInspector } from '@/context/UrlInspectorContext';
 import { useSectionData } from '@/hooks/useSectionData';
 import { useSectionsViewReady } from '@/hooks/useSectionsViewReady';
 import { ViewSectionLoading } from '@/components/ViewSectionLoading';
-import { shortPath } from '@/lib/linkGraph';
+import { D3ForceGraph } from '@/components/charts/d3/D3ForceGraph';
+import {
+  buildLinkTreePayload,
+  buildTreeNeighborIndex,
+  cloneLinkGraphPayload,
+  shortPath,
+  type LinkGraphNode,
+  type LinkGraphLink,
+} from '@/lib/linkGraph';
 import { strings } from '../lib/strings';
 import { PageLayout, PageHeader, Card, Button, DataViewLayout, LabelWithHint } from '../components';
-import type { GraphEdge, GraphNode, ViewProps } from '@/types';
+import type { ViewProps } from '@/types';
 
-interface GraphNodeData {
-  id: string;
-  label: string;
-  title: string;
-  color: string;
-}
+const VIEW_MODE_STORAGE_KEY = 'network-view-mode';
+
+type NetworkViewMode = '2d' | '3d';
 
-interface GraphLinkData {
-  source: string;
-  target: string;
+function readStoredViewMode(): NetworkViewMode {
+  try {
+    const stored = localStorage.getItem(VIEW_MODE_STORAGE_KEY);
+    if (stored === '3d') return '3d';
+  } catch {
+    /* ignore */
+  }
+  return '2d';
 }
 
 /** After the force simulation runs, 3d-force-graph mutates source/target into node objects. */
@@ -29,24 +39,17 @@ interface GraphLinkRuntime {
   target: string | { id?: string };
 }
 
-interface GraphPayload {
-  nodes: GraphNodeData[];
-  links: GraphLinkData[];
-  searchActive: boolean;
-  totalNodeCount: number;
-}
-
 interface ForceGraphInstance {
   _destructor?: () => void;
   width: (w: number) => ForceGraphInstance;
   height: (h: number) => ForceGraphInstance;
   pauseAnimation: () => void;
   resumeAnimation: () => void;
-  graphData: (data: { nodes: GraphNodeData[]; links: GraphLinkData[] }) => ForceGraphInstance;
-  nodeColor: (fn: (node: GraphNodeData) => string) => ForceGraphInstance;
-  nodeLabel: (fn: (node: GraphNodeData) => string) => ForceGraphInstance;
+  graphData: (data: { nodes: LinkGraphNode[]; links: LinkGraphLink[] }) => ForceGraphInstance;
+  nodeColor: (fn: (node: LinkGraphNode) => string) => ForceGraphInstance;
+  nodeLabel: (fn: (node: LinkGraphNode) => string) => ForceGraphInstance;
   linkColor: (fn: (link: GraphLinkRuntime) => string) => ForceGraphInstance;
-  onNodeClick: (fn: (node: GraphNodeData) => void) => ForceGraphInstance;
+  onNodeClick: (fn: (node: LinkGraphNode) => void) => ForceGraphInstance;
   onBackgroundClick: (fn: () => void) => ForceGraphInstance;
   backgroundColor: (color: string) => ForceGraphInstance;
   showNavInfo: (show: boolean) => ForceGraphInstance;
@@ -98,6 +101,9 @@ export default function Network({ searchQuery = '' }: ViewProps) {
   const wrapperRef = useRef<HTMLDivElement | null>(null);
   const graphRef = useRef<ForceGraphInstance | null>(null);
   const [isFullscreen, setIsFullscreen] = useState(false);
+  const [viewMode, setViewMode] = useState<NetworkViewMode>(() =>
+    typeof window !== 'undefined' ? readStoredViewMode() : '2d',
+  );
   const [selected, setSelected] = useState<string | null>(null);
   const { data } = useReport();
   const inspector = useOptionalUrlInspector();
@@ -105,7 +111,6 @@ export default function Network({ searchQuery = '' }: ViewProps) {
   useSectionData('links');
   const networkReady = useSectionsViewReady(['structure', 'links']);
 
-  // Refs read by the (long-lived) graph callbacks so they never go stale.
   const selectionRef = useRef<{ id: string; neighbors: Set<string> } | null>(null);
   const neighborIndexRef = useRef<Map<string, Set<string>>>(new Map());
   const openUrlRef = useRef<((url: string) => void) | null>(null);
@@ -113,87 +118,40 @@ export default function Network({ searchQuery = '' }: ViewProps) {
 
   const deferredSearch = useDeferredValue(searchQuery);
 
-  const graphPayload = useMemo((): GraphPayload | null => {
-    if (!data) return null;
-    const q = (deferredSearch || '').toLowerCase().trim();
-    const urlToStatus: Record<string, string> = {};
-    (data.links || []).forEach((l) => {
-      urlToStatus[l.url] = String(l.status);
-    });
-
-    const nodes = (data.graph_nodes || []) as GraphNode[];
-    const edges = (data.graph_edges || []) as GraphEdge[];
-
-    if (nodes.length === 0 && edges.length === 0) return null;
-
-    const nodeMap = new Map<string, GraphNodeData>();
-    nodes.forEach((u) => {
-      const id = typeof u === 'string' ? u : (u.id || u.url || String(u));
-      const st = urlToStatus[id] || '';
-      const color = /^[45]/.test(st) ? '#EF4444' : /^2/.test(st) ? '#3B82F6' : '#64748b';
-      const label = typeof id === 'string' ? (id.replace(/^https?:\/\/[^/]+/, '') || '/') : id;
-      nodeMap.set(id, { id, label, title: id, color });
-    });
-    edges.forEach((e: GraphEdge) => {
-      const fromId = e.from ?? e['from'];
-      const toId = e.to ?? e['to'];
-      if (fromId && !nodeMap.has(fromId)) {
-        const st = urlToStatus[fromId] || '';
-        const color = /^[45]/.test(st) ? '#EF4444' : '#3B82F6';
-        nodeMap.set(fromId, {
-          id: fromId,
-          label: String(fromId).replace(/^https?:\/\/[^/]+/, '') || '/',
-          title: fromId,
-          color,
-        });
-      }
-      if (toId && !nodeMap.has(toId)) {
-        const st = urlToStatus[toId] || '';
-        const color = /^[45]/.test(st) ? '#EF4444' : '#3B82F6';
-        nodeMap.set(toId, {
-          id: toId,
-          label: String(toId).replace(/^https?:\/\/[^/]+/, '') || '/',
-          title: toId,
-          color,
-        });
-      }
-    });
-
-    let ids = Array.from(nodeMap.keys());
-    if (q) {
-      ids = ids.filter((id) => String(id).toLowerCase().includes(q));
+  const setViewModePersisted = useCallback((mode: NetworkViewMode) => {
+    setViewMode(mode);
+    try {
+      localStorage.setItem(VIEW_MODE_STORAGE_KEY, mode);
+    } catch {
+      /* ignore */
     }
-    const idSet = new Set(ids);
-    const graphNodes = ids.map((id) => nodeMap.get(id)).filter((n): n is GraphNodeData => n != null);
-    const graphLinks = edges
-      .map((e: GraphEdge) => {
-        const fromId = e.from ?? e['from'];
-        const toId = e.to ?? e['to'];
-        return fromId && toId && idSet.has(fromId) && idSet.has(toId)
-          ? { source: fromId, target: toId }
-          : null;
-      })
-      .filter((link): link is GraphLinkData => link != null);
+  }, []);
 
-    return {
-      nodes: graphNodes,
-      links: graphLinks,
-      searchActive: !!q,
-      totalNodeCount: nodeMap.size,
-    };
+  const graphPayload = useMemo(() => {
+    if (!data) return null;
+    return buildLinkTreePayload(
+      data.graph_nodes || [],
+      data.graph_edges || [],
+      data.links || [],
+      deferredSearch,
+    );
   }, [data, deferredSearch]);
 
-  // Undirected neighbour index for click-to-highlight.
-  const neighborIndex = useMemo(() => {
-    const m = new Map<string, Set<string>>();
-    graphPayload?.links.forEach((l) => {
-      if (!m.has(l.source)) m.set(l.source, new Set());
-      if (!m.has(l.target)) m.set(l.target, new Set());
-      m.get(l.source)!.add(l.target);
-      m.get(l.target)!.add(l.source);
-    });
-    return m;
-  }, [graphPayload]);
+  /** Fresh copy per render so 3D force-graph cannot mutate shared link endpoints. */
+  const renderGraph = useMemo(
+    () => (graphPayload ? cloneLinkGraphPayload(graphPayload) : null),
+    [graphPayload],
+  );
+
+  const neighborIndex = useMemo(
+    () => buildTreeNeighborIndex(renderGraph?.links || graphPayload?.links || []),
+    [renderGraph, graphPayload],
+  );
+
+  const selectedNeighbors = useMemo(() => {
+    if (!selected) return null;
+    return neighborIndex.get(selected) || new Set<string>();
+  }, [selected, neighborIndex]);
 
   useEffect(() => {
     neighborIndexRef.current = neighborIndex;
@@ -203,13 +161,41 @@ export default function Network({ searchQuery = '' }: ViewProps) {
     openUrlRef.current = inspector?.openUrl ?? null;
   }, [inspector]);
 
+  const handleNodeSelect = useCallback(
+    (id: string) => {
+      selectionRef.current = {
+        id,
+        neighbors: neighborIndexRef.current.get(id) || new Set<string>(),
+      };
+      setSelected(id);
+      recolorRef.current();
+      const open = openUrlRef.current;
+      if (open) open(id);
+      else window.open(id, '_blank');
+    },
+    [],
+  );
+
   const clearSelection = useCallback(() => {
     selectionRef.current = null;
     setSelected(null);
     recolorRef.current();
   }, []);
 
-  useEffect(() => {
+  useLayoutEffect(() => {
+    if (viewMode !== '3d') {
+      const prev = graphRef.current;
+      if (prev?._destructor) {
+        try {
+          prev._destructor();
+        } catch {
+          /* ignore */
+        }
+        graphRef.current = null;
+      }
+      return undefined;
+    }
+
     const prev = graphRef.current;
     if (prev?._destructor) {
       try {
@@ -219,19 +205,17 @@ export default function Network({ searchQuery = '' }: ViewProps) {
       }
       graphRef.current = null;
     }
-    // Reset any highlight when the graph is rebuilt (e.g. on search).
-    selectionRef.current = null;
-    setSelected(null);
 
-    if (!data || !containerRef.current || !graphPayload || graphPayload.nodes.length === 0) {
+    if (!data || !containerRef.current || !renderGraph || renderGraph.nodes.length === 0) {
       return undefined;
     }
 
     const el = containerRef.current;
+    const graphData = cloneLinkGraphPayload(renderGraph);
     type ForceGraphFactory = () => (container: HTMLElement) => ForceGraphInstance;
     const createGraph = ForceGraph3D as unknown as ForceGraphFactory;
 
-    const nodeColorFn = (node: GraphNodeData): string => {
+    const nodeColorFn = (node: LinkGraphNode): string => {
       const sel = selectionRef.current;
       if (!sel) return node.color;
       if (node.id === sel.id) return SELECTED_NODE_COLOR;
@@ -247,23 +231,15 @@ export default function Network({ searchQuery = '' }: ViewProps) {
     };
 
     const graph = createGraph()(el)
-      .graphData({ nodes: graphPayload.nodes, links: graphPayload.links })
+      .graphData({ nodes: graphData.nodes, links: graphData.links })
       .nodeColor(nodeColorFn)
-      .nodeLabel((node: GraphNodeData) => node.title || node.id)
+      .nodeLabel((node: LinkGraphNode) => node.title || node.id)
       .linkColor(linkColorFn)
-      .onNodeClick((node: GraphNodeData) => {
+      .onNodeClick((node: LinkGraphNode) => {
         if (!node?.id) return;
-        selectionRef.current = {
-          id: node.id,
-          neighbors: neighborIndexRef.current.get(node.id) || new Set<string>(),
-        };
-        setSelected(node.id);
-        recolorRef.current();
-        const open = openUrlRef.current;
-        if (open) open(node.id);
-        else window.open(node.id, '_blank');
+        handleNodeSelect(node.id);
         try {
-          const n = node as GraphNodeData & { x?: number; y?: number; z?: number };
+          const n = node as LinkGraphNode & { x?: number; y?: number; z?: number };
           if (graph.cameraPosition && n.x != null && n.y != null && n.z != null) {
             const hyp = Math.hypot(n.x, n.y, n.z) || 1;
             const ratio = 1 + 160 / hyp;
@@ -273,11 +249,7 @@ export default function Network({ searchQuery = '' }: ViewProps) {
           /* camera focus is best-effort */
         }
       })
-      .onBackgroundClick(() => {
-        selectionRef.current = null;
-        setSelected(null);
-        recolorRef.current();
-      })
+      .onBackgroundClick(clearSelection)
       .backgroundColor('#05080f')
       .showNavInfo(false);
 
@@ -285,7 +257,7 @@ export default function Network({ searchQuery = '' }: ViewProps) {
       graph.nodeColor(nodeColorFn).linkColor(linkColorFn);
     };
 
-    applyGraphPhysics(graph, graphPayload.nodes.length, graphPayload.links.length);
+    applyGraphPhysics(graph, graphData.nodes.length, graphData.links.length);
 
     const w0 = el.offsetWidth;
     const h0 = el.offsetHeight;
@@ -317,7 +289,12 @@ export default function Network({ searchQuery = '' }: ViewProps) {
       }
       graphRef.current = null;
     };
-  }, [data, graphPayload]);
+  }, [data, renderGraph, viewMode, handleNodeSelect, clearSelection]);
+
+  useEffect(() => {
+    selectionRef.current = null;
+    setSelected(null);
+  }, [graphPayload]);
 
   const toggleFullscreen = () => {
     const el = wrapperRef.current;
@@ -347,6 +324,8 @@ export default function Network({ searchQuery = '' }: ViewProps) {
     graphPayload.nodes.length === 0 &&
     graphPayload.totalNodeCount > 0;
 
+  const clickHint = viewMode === '2d' ? vn.clickHint2d : vn.clickHint;
+
   return (
     <PageLayout variant="fullHeight" className="space-y-4">
       <DataViewLayout
@@ -357,11 +336,25 @@ export default function Network({ searchQuery = '' }: ViewProps) {
           <Card overflowHidden padding="none" className="flex-1 shadow-lg relative min-h-0">
           {hasGraph ? (
             <>
-              <div
-                ref={containerRef}
-                className="absolute inset-0 w-full h-full bg-[#05080f]"
-                style={{ outline: 'none' }}
-              />
+              {viewMode === '2d' ? (
+                renderGraph && renderGraph.nodes.length > 0 ? (
+                  <D3ForceGraph
+                    nodes={renderGraph.nodes}
+                    links={renderGraph.links}
+                    selectedId={selected}
+                    neighborIds={selectedNeighbors}
+                    onNodeClick={handleNodeSelect}
+                    onBackgroundClick={clearSelection}
+                    className="absolute inset-0 w-full h-full bg-[#05080f]"
+                  />
+                ) : null
+              ) : (
+                <div
+                  ref={containerRef}
+                  className="absolute inset-0 w-full h-full bg-[#05080f]"
+                  style={{ outline: 'none' }}
+                />
+              )}
               {searchEmpty && (
                 <div className="absolute inset-0 z-20 flex items-center justify-center bg-[#05080f]/90 text-muted-foreground text-sm px-6 text-center">
                   {vn.searchEmpty}
@@ -380,17 +373,48 @@ export default function Network({ searchQuery = '' }: ViewProps) {
                   <div className="w-4 h-0.5 bg-brand-700" />
                   <LabelWithHint label={vn.legendLink} helpKey="views.network.legendLink" />
                 </div>
-                <p className="pt-1 text-[11px] text-muted-foreground border-t border-default">{vn.clickHint}</p>
+                <p className="pt-1 text-[11px] text-muted-foreground border-t border-default">{clickHint}</p>
+              </div>
+              <div className="absolute top-4 right-4 z-10 flex items-center gap-2 print:hidden">
+                <div
+                  className="flex rounded-lg border border-default overflow-hidden bg-brand-900"
+                  role="group"
+                  aria-label="Graph view mode"
+                >
+                  <button
+                    type="button"
+                    onClick={() => setViewModePersisted('2d')}
+                    className={`px-3 py-1.5 text-xs font-medium transition-colors ${
+                      viewMode === '2d'
+                        ? 'bg-brand-700 text-bright'
+                        : 'text-muted-foreground hover:text-bright'
+                    }`}
+                    aria-pressed={viewMode === '2d'}
+                  >
+                    {vn.view2d}
+                  </button>
+                  <button
+                    type="button"
+                    onClick={() => setViewModePersisted('3d')}
+                    className={`px-3 py-1.5 text-xs font-medium transition-colors border-l border-default ${
+                      viewMode === '3d'
+                        ? 'bg-brand-700 text-bright'
+                        : 'text-muted-foreground hover:text-bright'
+                    }`}
+                    aria-pressed={viewMode === '3d'}
+                  >
+                    {vn.view3d}
+                  </button>
+                </div>
+                <Button
+                  variant="secondary"
+                  onClick={toggleFullscreen}
+                  title={isFullscreen ? vn.titleExitFullscreen : vn.titleFullscreen}
+                >
+                  {isFullscreen ? <Minimize className="h-4 w-4" /> : <Maximize className="h-4 w-4" />}
+                  {isFullscreen ? vn.exitFullscreen : vn.fullscreen}
+                </Button>
               </div>
-              <Button
-                variant="secondary"
-                onClick={toggleFullscreen}
-                className="absolute top-4 right-4 z-10 print:hidden"
-                title={isFullscreen ? vn.titleExitFullscreen : vn.titleFullscreen}
-              >
-                {isFullscreen ? <Minimize className="h-4 w-4" /> : <Maximize className="h-4 w-4" />}
-                {isFullscreen ? vn.exitFullscreen : vn.fullscreen}
-              </Button>
               {selected && (
                 <div className="absolute bottom-4 left-4 z-10 max-w-[min(28rem,80vw)] rounded-xl border border-default bg-brand-900/95 p-3 shadow-lg fade-in">
                   <div className="mb-1.5 flex items-center justify-between gap-2">