diff --git a/backend/Cargo.lock b/backend/Cargo.lock
index 53d222a..310c98d 100644
--- a/backend/Cargo.lock
+++ b/backend/Cargo.lock
@@ -1517,7 +1517,7 @@ checksum = "c41e0c4fef86961ac6d6f8a82609f55f31b05e4fce149ac5710e439df7619ba4"
 
 [[package]]
 name = "mangalord"
-version = "0.72.0"
+version = "0.73.0"
 dependencies = [
  "anyhow",
  "argon2",
diff --git a/backend/Cargo.toml b/backend/Cargo.toml
index ece2ea5..4375c7b 100644
--- a/backend/Cargo.toml
+++ b/backend/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "mangalord"
-version = "0.72.0"
+version = "0.73.0"
 edition = "2021"
 default-run = "mangalord"
 
diff --git a/frontend/e2e/admin-analysis.spec.ts b/frontend/e2e/admin-analysis.spec.ts
new file mode 100644
index 0000000..00ddeab
--- /dev/null
+++ b/frontend/e2e/admin-analysis.spec.ts
@@ -0,0 +1,124 @@
+import { test, expect, type Page } from '@playwright/test';
+
+// E2E for the admin Analysis section: scoped re-enqueue (all / manga /
+// chapter) with the include-already-analyzed toggle. Fully mocked.
+
+const DESKTOP = { width: 1280, height: 720 } as const;
+
+const adminUser = {
+    id: 'u11111111-1111-1111-1111-111111111111',
+    username: 'admin',
+    created_at: '2026-01-01T00:00:00Z',
+    is_admin: true
+};
+
+const systemStats = {
+    disk: null,
+    memory: { total_bytes: 1, used_bytes: 0, percent_used: 0 },
+    cpu: { percent_used: 0 },
+    alerts: []
+};
+
+type Captured = { body: Record<string, unknown> | null };
+
+async function mockAdmin(page: Page, captured: Captured) {
+    await page.route('**/api/v1/auth/config', (route) =>
+        route.fulfill({
+            status: 200,
+            contentType: 'application/json',
+            body: JSON.stringify({ self_register_enabled: true, private_mode: false })
+        })
+    );
+    await page.route('**/api/v1/auth/me', (route) =>
+        route.fulfill({
+            status: 200,
+            contentType: 'application/json',
+            body: JSON.stringify({ user: adminUser })
+        })
+    );
+    await page.route('**/api/v1/auth/me/preferences', (route) =>
+        route.fulfill({
+            status: 200,
+            contentType: 'application/json',
+            body: JSON.stringify({ reader_mode: 'single', reader_page_gap: 'small' })
+        })
+    );
+    await page.route('**/api/v1/me/bookmarks*', (route) =>
+        route.fulfill({
+            status: 200,
+            contentType: 'application/json',
+            body: JSON.stringify({ items: [], page: { limit: 50, offset: 0, total: 0 } })
+        })
+    );
+    await page.route('**/api/v1/admin/system', (route) =>
+        route.fulfill({
+            status: 200,
+            contentType: 'application/json',
+            body: JSON.stringify(systemStats)
+        })
+    );
+    await page.route('**/api/v1/admin/analysis/reenqueue', (route) => {
+        captured.body = JSON.parse(route.request().postData() ?? '{}');
+        return route.fulfill({
+            status: 200,
+            contentType: 'application/json',
+            body: JSON.stringify({ enqueued: 12 })
+        });
+    });
+}
+
+test.describe('/admin/analysis', () => {
+    test('default whole-library re-enqueue posts only_unanalyzed=true', async ({
+        page
+    }) => {
+        const captured: Captured = { body: null };
+        await mockAdmin(page, captured);
+        await page.setViewportSize(DESKTOP);
+        await page.goto('/admin/analysis');
+
+        await expect(page.getByTestId('admin-analysis-form')).toBeVisible();
+        await page.getByTestId('admin-analysis-submit').click();
+
+        await expect(page.getByTestId('admin-analysis-notice')).toContainText(
+            'Enqueued 12 pages'
+        );
+        expect(captured.body).toEqual({ only_unanalyzed: true });
+    });
+
+    test('manga scope + include-analyzed posts manga_id and only_unanalyzed=false', async ({
+        page
+    }) => {
+        const captured: Captured = { body: null };
+        await mockAdmin(page, captured);
+        await page.setViewportSize(DESKTOP);
+        await page.goto('/admin/analysis');
+
+        await page.getByTestId('admin-analysis-scope-manga').check();
+        await page
+            .getByTestId('admin-analysis-manga-id')
+            .fill('a9999999-9999-9999-9999-999999999999');
+        await page.getByTestId('admin-analysis-include-analyzed').check();
+        await page.getByTestId('admin-analysis-submit').click();
+
+        await expect(page.getByTestId('admin-analysis-notice')).toBeVisible();
+        expect(captured.body).toEqual({
+            only_unanalyzed: false,
+            manga_id: 'a9999999-9999-9999-9999-999999999999'
+        });
+    });
+
+    test('chapter scope requires an id before posting', async ({ page }) => {
+        const captured: Captured = { body: null };
+        await mockAdmin(page, captured);
+        await page.setViewportSize(DESKTOP);
+        await page.goto('/admin/analysis');
+
+        await page.getByTestId('admin-analysis-scope-chapter').check();
+        await page.getByTestId('admin-analysis-submit').click();
+
+        await expect(page.getByTestId('admin-analysis-error')).toContainText(
+            'Enter a chapter id'
+        );
+        expect(captured.body).toBeNull();
+    });
+});
diff --git a/frontend/e2e/page-context-menu.spec.ts b/frontend/e2e/page-context-menu.spec.ts
index 08d8f36..d7ea12c 100644
--- a/frontend/e2e/page-context-menu.spec.ts
+++ b/frontend/e2e/page-context-menu.spec.ts
@@ -73,7 +73,12 @@ const collectionFixture = {
  */
 async function mockReader(
     page: Page,
-    state: { collectionsContainingPage: string[]; tagsOnPage: string[] }
+    state: {
+        collectionsContainingPage: string[];
+        tagsOnPage: string[];
+        admin?: boolean;
+        analyzeCalls?: number;
+    }
 ) {
     await page.route('**/api/v1/auth/config', (route) =>
         route.fulfill({
@@ -86,9 +91,20 @@ async function mockReader(
         route.fulfill({
             status: 200,
             contentType: 'application/json',
-            body: JSON.stringify({ user: userFixture })
+            body: JSON.stringify({
+                user: { ...userFixture, is_admin: state.admin ?? false }
+            })
         })
     );
+    // Admin force-analyze endpoint — counts invocations for assertions.
+    await page.route(`**/api/v1/admin/pages/${pageId}/analyze`, (route) => {
+        state.analyzeCalls = (state.analyzeCalls ?? 0) + 1;
+        return route.fulfill({
+            status: 200,
+            contentType: 'application/json',
+            body: JSON.stringify({ enqueued: true })
+        });
+    });
     await page.route('**/api/v1/auth/me/preferences', (route) =>
         route.fulfill({
             status: 200,
@@ -266,6 +282,37 @@ test.describe('page context menu (desktop right-click)', () => {
         );
     });
 
+    test('non-admin does not see the Queue for analysis action', async ({ page }) => {
+        await mockReader(page, { collectionsContainingPage: [], tagsOnPage: [] });
+        await page.setViewportSize(DESKTOP);
+        await page.goto(`/manga/${mangaId}/chapter/${chapterId}`);
+
+        await page.getByTestId('reader-page').click({ button: 'right' });
+        await expect(page.getByTestId('page-context-menu')).toBeVisible();
+        await expect(page.getByTestId('page-context-analyze')).toBeHidden();
+    });
+
+    test('admin can queue the page for analysis from the menu', async ({ page }) => {
+        const state = {
+            collectionsContainingPage: [],
+            tagsOnPage: [],
+            admin: true,
+            analyzeCalls: 0
+        };
+        await mockReader(page, state);
+        await page.setViewportSize(DESKTOP);
+        await page.goto(`/manga/${mangaId}/chapter/${chapterId}`);
+
+        await page.getByTestId('reader-page').click({ button: 'right' });
+        const item = page.getByTestId('page-context-analyze');
+        await expect(item).toBeVisible();
+        await expect(item).toContainText('Queue for analysis');
+
+        await item.click();
+        await expect(item).toContainText('Queued for analysis');
+        expect(state.analyzeCalls).toBe(1);
+    });
+
     test('Shift+right-click falls through to the browser native menu', async ({
         page
     }) => {
diff --git a/frontend/package.json b/frontend/package.json
index ffca88e..d6c7990 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -1,6 +1,6 @@
 {
   "name": "mangalord-frontend",
-  "version": "0.72.0",
+  "version": "0.73.0",
   "private": true,
   "type": "module",
   "scripts": {
diff --git a/frontend/src/lib/api/admin.test.ts b/frontend/src/lib/api/admin.test.ts
index 3ef4946..ec8e3e2 100644
--- a/frontend/src/lib/api/admin.test.ts
+++ b/frontend/src/lib/api/admin.test.ts
@@ -26,7 +26,9 @@ import {
     listDeadJobs,
     requeueDeadJobs,
     listActiveJobs,
-    listMissingCovers
+    listMissingCovers,
+    reenqueueAnalysis,
+    analyzePage
 } from './admin';
 
 function ok(body: unknown, status = 200): Response {
@@ -494,4 +496,42 @@ describe('admin crawler api client', () => {
         fetchSpy.mockResolvedValueOnce(envelope(503, 'service_unavailable', 'disabled'));
         await expect(runCrawlerPass()).rejects.toMatchObject({ status: 503 });
     });
+
+    it('reenqueueAnalysis defaults to whole-library, exclude-analyzed', async () => {
+        fetchSpy.mockResolvedValueOnce(ok({ enqueued: 42 }));
+        const r = await reenqueueAnalysis();
+        expect(r.enqueued).toBe(42);
+        const url = fetchSpy.mock.calls[0][0] as string;
+        expect(url).toMatch(/\/v1\/admin\/analysis\/reenqueue$/);
+        expect(JSON.parse(fetchSpy.mock.calls[0][1]!.body as string)).toEqual({
+            only_unanalyzed: true
+        });
+    });
+
+    it('reenqueueAnalysis scopes to a manga and can include analyzed', async () => {
+        fetchSpy.mockResolvedValueOnce(ok({ enqueued: 7 }));
+        await reenqueueAnalysis({ mangaId: 'm1', onlyUnanalyzed: false });
+        expect(JSON.parse(fetchSpy.mock.calls[0][1]!.body as string)).toEqual({
+            only_unanalyzed: false,
+            manga_id: 'm1'
+        });
+    });
+
+    it('reenqueueAnalysis scopes to a chapter', async () => {
+        fetchSpy.mockResolvedValueOnce(ok({ enqueued: 3 }));
+        await reenqueueAnalysis({ chapterId: 'c1' });
+        expect(JSON.parse(fetchSpy.mock.calls[0][1]!.body as string)).toEqual({
+            only_unanalyzed: true,
+            chapter_id: 'c1'
+        });
+    });
+
+    it('analyzePage posts to the force-analyze endpoint', async () => {
+        fetchSpy.mockResolvedValueOnce(ok({ enqueued: true }));
+        const r = await analyzePage('p1');
+        expect(r.enqueued).toBe(true);
+        const url = fetchSpy.mock.calls[0][0] as string;
+        expect(url).toMatch(/\/v1\/admin\/pages\/p1\/analyze$/);
+        expect(fetchSpy.mock.calls[0][1]!.method).toBe('POST');
+    });
 });
diff --git a/frontend/src/lib/api/admin.ts b/frontend/src/lib/api/admin.ts
index 547e622..2ac7ba5 100644
--- a/frontend/src/lib/api/admin.ts
+++ b/frontend/src/lib/api/admin.ts
@@ -403,3 +403,41 @@ export async function listMissingCovers(
         init
     );
 }
+
+// ---- AI content analysis ---------------------------------------------------
+
+/** Options for the scoped analysis re-enqueue. `mangaId` and `chapterId`
+ *  are mutually exclusive; omit both to target the whole library. */
+export type ReenqueueAnalysisOptions = {
+    /** Skip pages that already have a completed analysis (default true).
+     *  When false, in-scope pages are force re-analyzed. */
+    onlyUnanalyzed?: boolean;
+    mangaId?: string;
+    chapterId?: string;
+};
+
+/** Bulk-enqueue `analyze_page` jobs for all / a manga's / a chapter's
+ *  pages. Returns how many jobs were enqueued. Requires ANALYSIS_ENABLED
+ *  on the backend (503 otherwise). */
+export async function reenqueueAnalysis(
+    opts: ReenqueueAnalysisOptions = {}
+): Promise<{ enqueued: number }> {
+    const body: Record<string, unknown> = {
+        only_unanalyzed: opts.onlyUnanalyzed ?? true
+    };
+    if (opts.mangaId) body.manga_id = opts.mangaId;
+    if (opts.chapterId) body.chapter_id = opts.chapterId;
+    return request<{ enqueued: number }>('/v1/admin/analysis/reenqueue', {
+        method: 'POST',
+        headers: { 'content-type': 'application/json' },
+        body: JSON.stringify(body)
+    });
+}
+
+/** Force re-analysis of a single page (used by the reader context menu). */
+export async function analyzePage(pageId: string): Promise<{ enqueued: boolean }> {
+    return request<{ enqueued: boolean }>(
+        `/v1/admin/pages/${encodeURIComponent(pageId)}/analyze`,
+        { method: 'POST' }
+    );
+}
diff --git a/frontend/src/lib/components/PageContextMenu.svelte b/frontend/src/lib/components/PageContextMenu.svelte
index 84448a0..1ac5956 100644
--- a/frontend/src/lib/components/PageContextMenu.svelte
+++ b/frontend/src/lib/components/PageContextMenu.svelte
@@ -4,6 +4,7 @@
     import Tag from '@lucide/svelte/icons/tag';
     import Download from '@lucide/svelte/icons/download';
     import Link2 from '@lucide/svelte/icons/link-2';
+    import Sparkles from '@lucide/svelte/icons/sparkles';
 
     /**
      * Floating context menu anchored at `(anchor.x, anchor.y)` in
@@ -25,7 +26,10 @@
         onSaveImage,
         onCopyLink,
         collectionsCount,
-        tags
+        tags,
+        canAnalyze = false,
+        onAnalyzePage,
+        analyzeState = 'idle'
     }: {
         open: boolean;
         anchor: { x: number; y: number };
@@ -41,6 +45,12 @@
         collectionsCount: number | null;
         /** May be empty. */
         tags: string[];
+        /** Admin-only: show the "Queue for analysis" action. */
+        canAnalyze?: boolean;
+        /** Force-enqueue the current page for AI analysis. */
+        onAnalyzePage?: () => void;
+        /** Transient state for the analyze action's label. */
+        analyzeState?: 'idle' | 'busy' | 'done' | 'error';
     } = $props();
 
     let menuEl: HTMLDivElement | undefined = $state();
@@ -170,6 +180,24 @@
             <Link2 size={14} aria-hidden="true" />
             <span>Copy page link</span>
         </button>
+        {#if canAnalyze}
+            <div class="divider" aria-hidden="true"></div>
+            <button
+                type="button"
+                class="item"
+                onclick={onAnalyzePage}
+                disabled={analyzeState === 'busy'}
+                data-testid="page-context-analyze"
+            >
+                <Sparkles size={14} aria-hidden="true" />
+                <span>
+                    {#if analyzeState === 'busy'}Queueing…
+                    {:else if analyzeState === 'done'}Queued for analysis ✓
+                    {:else if analyzeState === 'error'}Queue failed — retry
+                    {:else}Queue for analysis{/if}
+                </span>
+            </button>
+        {/if}
         <div class="divider" aria-hidden="true"></div>
         <p class="hint" data-testid="page-context-collections-line">
             {collectionsLine}
diff --git a/frontend/src/routes/admin/+layout.svelte b/frontend/src/routes/admin/+layout.svelte
index 1da9af1..d482017 100644
--- a/frontend/src/routes/admin/+layout.svelte
+++ b/frontend/src/routes/admin/+layout.svelte
@@ -7,6 +7,7 @@
         { href: '/admin/users', label: 'Users' },
         { href: '/admin/mangas', label: 'Mangas' },
         { href: '/admin/crawler', label: 'Crawler' },
+        { href: '/admin/analysis', label: 'Analysis' },
         { href: '/admin/system', label: 'System' }
     ];
 </script>
diff --git a/frontend/src/routes/admin/analysis/+page.svelte b/frontend/src/routes/admin/analysis/+page.svelte
new file mode 100644
index 0000000..47f172a
--- /dev/null
+++ b/frontend/src/routes/admin/analysis/+page.svelte
@@ -0,0 +1,246 @@
+<script lang="ts">
+    import { ApiError } from '$lib/api/client';
+    import { reenqueueAnalysis } from '$lib/api/admin';
+
+    type Scope = 'all' | 'manga' | 'chapter';
+
+    let scope = $state<Scope>('all');
+    let mangaId = $state('');
+    let chapterId = $state('');
+    // Default: skip pages that already have a completed analysis.
+    let includeAnalyzed = $state(false);
+
+    let busy = $state(false);
+    let error = $state<string | null>(null);
+    let notice = $state<string | null>(null);
+
+    const scopeOptions: { value: Scope; label: string; hint: string }[] = [
+        {
+            value: 'all',
+            label: 'Whole library',
+            hint: 'Every page of every chapter of every manga.'
+        },
+        {
+            value: 'manga',
+            label: 'One manga',
+            hint: 'All pages across the chosen manga’s chapters.'
+        },
+        { value: 'chapter', label: 'One chapter', hint: 'All pages of the chosen chapter.' }
+    ];
+
+    async function submit(e: SubmitEvent) {
+        e.preventDefault();
+        if (busy) return;
+        error = null;
+        notice = null;
+
+        const opts: {
+            onlyUnanalyzed: boolean;
+            mangaId?: string;
+            chapterId?: string;
+        } = { onlyUnanalyzed: !includeAnalyzed };
+
+        if (scope === 'manga') {
+            if (!mangaId.trim()) {
+                error = 'Enter a manga id.';
+                return;
+            }
+            opts.mangaId = mangaId.trim();
+        } else if (scope === 'chapter') {
+            if (!chapterId.trim()) {
+                error = 'Enter a chapter id.';
+                return;
+            }
+            opts.chapterId = chapterId.trim();
+        }
+
+        busy = true;
+        try {
+            const r = await reenqueueAnalysis(opts);
+            notice = `Enqueued ${r.enqueued} page${r.enqueued === 1 ? '' : 's'} for analysis.`;
+        } catch (err) {
+            if (err instanceof ApiError) {
+                error =
+                    err.status === 503
+                        ? 'Analysis worker is disabled (ANALYSIS_ENABLED=false).'
+                        : err.message;
+            } else {
+                error = 'Failed to enqueue analysis.';
+            }
+        } finally {
+            busy = false;
+        }
+    }
+</script>
+
+<svelte:head>
+    <title>Mangalord | Admin — Analysis</title>
+</svelte:head>
+
+<h1 class="heading">Content analysis</h1>
+<p class="lede">
+    Queue page images for the AI analysis worker (OCR, auto-tags, scene
+    description, NSFW moderation). Pick a scope and run it.
+</p>
+
+<form class="panel" onsubmit={submit} data-testid="admin-analysis-form">
+    <fieldset class="scopes">
+        <legend>Scope</legend>
+        {#each scopeOptions as o (o.value)}
+            <label class="scope-opt" class:active={scope === o.value}>
+                <input
+                    type="radio"
+                    name="scope"
+                    value={o.value}
+                    checked={scope === o.value}
+                    onchange={() => (scope = o.value)}
+                    data-testid={`admin-analysis-scope-${o.value}`}
+                />
+                <span class="scope-label">{o.label}</span>
+                <span class="scope-hint">{o.hint}</span>
+            </label>
+        {/each}
+    </fieldset>
+
+    {#if scope === 'manga'}
+        <label class="field">
+            <span>Manga id</span>
+            <input
+                type="text"
+                bind:value={mangaId}
+                placeholder="uuid"
+                data-testid="admin-analysis-manga-id"
+            />
+        </label>
+    {:else if scope === 'chapter'}
+        <label class="field">
+            <span>Chapter id</span>
+            <input
+                type="text"
+                bind:value={chapterId}
+                placeholder="uuid"
+                data-testid="admin-analysis-chapter-id"
+            />
+        </label>
+    {/if}
+
+    <label class="checkbox">
+        <input
+            type="checkbox"
+            bind:checked={includeAnalyzed}
+            data-testid="admin-analysis-include-analyzed"
+        />
+        <span>
+            Include already-analyzed pages
+            <span class="muted">
+                — re-runs analysis on pages that already have results
+                (default off: only un-analyzed pages are queued).
+            </span>
+        </span>
+    </label>
+
+    <div class="actions">
+        <button type="submit" disabled={busy} data-testid="admin-analysis-submit">
+            {busy ? 'Queueing…' : 'Queue for analysis'}
+        </button>
+    </div>
+
+    {#if notice}
+        <p class="notice" role="status" data-testid="admin-analysis-notice">{notice}</p>
+    {/if}
+    {#if error}
+        <p class="error" role="alert" data-testid="admin-analysis-error">{error}</p>
+    {/if}
+</form>
+
+<style>
+    .heading {
+        margin-bottom: var(--space-2);
+    }
+    .lede {
+        color: var(--text-muted);
+        margin-bottom: var(--space-4);
+        max-width: 42rem;
+    }
+    .panel {
+        display: flex;
+        flex-direction: column;
+        gap: var(--space-4);
+        max-width: 42rem;
+        padding: var(--space-4);
+        border: 1px solid var(--border);
+        border-radius: var(--radius-lg, 12px);
+        background: var(--surface);
+    }
+    fieldset.scopes {
+        border: 0;
+        padding: 0;
+        margin: 0;
+        display: flex;
+        flex-direction: column;
+        gap: var(--space-2);
+    }
+    legend {
+        color: var(--text-muted);
+        font-size: var(--font-sm);
+        margin-bottom: var(--space-1);
+    }
+    .scope-opt {
+        display: grid;
+        grid-template-columns: auto 1fr;
+        column-gap: var(--space-2);
+        align-items: baseline;
+        padding: var(--space-2) var(--space-3);
+        border: 1px solid var(--border);
+        border-radius: var(--radius-md);
+        cursor: pointer;
+    }
+    .scope-opt.active {
+        border-color: var(--primary);
+        background: var(--primary-soft-bg);
+    }
+    .scope-opt input {
+        grid-row: 1 / span 2;
+        align-self: center;
+    }
+    .scope-label {
+        font-weight: var(--weight-semibold);
+    }
+    .scope-hint {
+        grid-column: 2;
+        color: var(--text-muted);
+        font-size: var(--font-sm);
+    }
+    .field {
+        display: flex;
+        flex-direction: column;
+        gap: var(--space-1);
+    }
+    .field span {
+        color: var(--text-muted);
+        font-size: var(--font-sm);
+    }
+    .field input {
+        max-width: 26rem;
+    }
+    .checkbox {
+        display: grid;
+        grid-template-columns: auto 1fr;
+        gap: var(--space-2);
+        align-items: start;
+        font-size: var(--font-sm);
+    }
+    .checkbox .muted {
+        color: var(--text-muted);
+    }
+    .actions {
+        display: flex;
+        gap: var(--space-2);
+    }
+    .notice {
+        color: var(--success, #2e7d32);
+    }
+    .error {
+        color: var(--danger);
+    }
+</style>
diff --git a/frontend/src/routes/manga/[id]/chapter/[chapter_id]/+page.svelte b/frontend/src/routes/manga/[id]/chapter/[chapter_id]/+page.svelte
index af3eb17..cd2b865 100644
--- a/frontend/src/routes/manga/[id]/chapter/[chapter_id]/+page.svelte
+++ b/frontend/src/routes/manga/[id]/chapter/[chapter_id]/+page.svelte
@@ -7,7 +7,7 @@
     import { preferences } from '$lib/preferences.svelte';
     import { updateReadProgress } from '$lib/api/read_progress';
     import { chapterLabel } from '$lib/api/chapters';
-    import { resyncChapter } from '$lib/api/admin';
+    import { resyncChapter, analyzePage } from '$lib/api/admin';
     import { readerFullscreen } from '$lib/reader-fullscreen.svelte';
     import { session } from '$lib/session.svelte';
     import Sheet from '$lib/components/Sheet.svelte';
@@ -118,6 +118,8 @@
     let actionSheetOpen = $state(false);
     let collectionsModalOpen = $state(false);
     let tagsModalOpen = $state(false);
+    // Admin-only "Queue for analysis" action feedback, reset per page.
+    let analyzeState = $state<'idle' | 'busy' | 'done' | 'error'>('idle');
 
     // Monotonically-increasing token so a slow loadPageSummary for
     // page A can't clobber a fresh load for page B. The user right-
@@ -148,13 +150,27 @@
         activePageId = pageId;
         contextMenuAnchor = anchor;
         contextMenuOpen = true;
+        analyzeState = 'idle';
         void loadPageSummary(pageId);
     }
 
+    async function handleAnalyzePage() {
+        const pageId = activePageId;
+        if (!pageId || !session.user?.is_admin || analyzeState === 'busy') return;
+        analyzeState = 'busy';
+        try {
+            await analyzePage(pageId);
+            analyzeState = 'done';
+        } catch {
+            analyzeState = 'error';
+        }
+    }
+
     function openActionSheet(pageId: string) {
         if (!session.user) return;
         activePageId = pageId;
         actionSheetOpen = true;
+        analyzeState = 'idle';
         void loadPageSummary(pageId);
     }
 
@@ -1454,6 +1470,9 @@
         onCopyLink={handleCopyLink}
         collectionsCount={activePageCollectionCount}
         tags={activePageTags}
+        canAnalyze={!!session.user?.is_admin}
+        onAnalyzePage={handleAnalyzePage}
+        {analyzeState}
     />
 
     <!-- Mobile action sheet: same two actions, larger touch targets. -->