SEO AI Agent Loops

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Audit SEO metadata from server-rendered HTML for the target pages. Verify title, description, canonical, H1, Open Graph, and indexability, then fix and re-check.
Goal: Ensure SEO-critical pages have unique, server-rendered metadata and indexable content.
Check command: curl -sL $URL | head -80
Exit condition: Each target page has unique title, description, canonical, visible H1, and no accidental noindex.
Max iterations: 5
Guardrails:
- Do not weaken, skip, delete, or rewrite the validation command to force success.
- Do not claim completion until the stated exit condition is actually satisfied.
- If blocked, report the blocker, evidence, and next safest action instead of gaming the metric.
- Do not rely only on client-rendered metadata for SEO-critical pages. Verify server HTML.

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Audit a sample of generated SEO pages for uniqueness, helpfulness, metadata, internal links, and schema. Fix template/data issues before publishing at scale.
Goal: Ensure template-generated pages provide distinct value and are safe to index.
Check command: curl -sL $URL
Exit condition: Sampled generated pages have unique metadata, useful body content, and valid internal links.
Max iterations: 5
Guardrails:
- Do not weaken, skip, delete, or rewrite the validation command to force success.
- Do not claim completion until the stated exit condition is actually satisfied.
- If blocked, report the blocker, evidence, and next safest action instead of gaming the metric.
- Do not create large numbers of thin pages solely to manipulate search ranking.

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Debug indexing for the target URL: status, robots, canonical, noindex, sitemap, internal links, and content usefulness. Return exact fixes and uncertainty.
Goal: Find technical or content reasons a page may not be indexed.
Check command: curl -I $URL
Exit condition: The page is technically indexable and remaining indexing uncertainty is clearly documented.
Max iterations: 4
Guardrails:
- Do not weaken, skip, delete, or rewrite the validation command to force success.
- Do not claim completion until the stated exit condition is actually satisfied.
- If blocked, report the blocker, evidence, and next safest action instead of gaming the metric.
- Do not promise indexing. Only verify technical readiness and recommend fixes.

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Audit the site for AdSense readiness: content depth, policy pages, navigation, mobile UX, and ad-safe layout. Return blockers and fixes.
Goal: Make the site credible, useful, navigable, and ad-safe before AdSense review.
Check command: curl -I $SITE_URL
Exit condition: Core content, policy pages, navigation, and ad placement are ready for review.
Max iterations: 4
Guardrails:
- Do not weaken, skip, delete, or rewrite the validation command to force success.
- Do not claim completion until the stated exit condition is actually satisfied.
- If blocked, report the blocker, evidence, and next safest action instead of gaming the metric.
- Do not place ads next to copy/download/source buttons where users may click accidentally.

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Find weak or orphan pages, choose relevant source pages, add natural internal links, and verify the rendered pages expose those links.
Goal: Improve crawlability and user navigation through relevant internal links.
Check command: curl -sL $SITEMAP_URL
Exit condition: Priority pages are linked from relevant hub/detail pages with natural anchors.
Max iterations: 4
Guardrails:
- Do not weaken, skip, delete, or rewrite the validation command to force success.
- Do not claim completion until the stated exit condition is actually satisfied.
- If blocked, report the blocker, evidence, and next safest action instead of gaming the metric.
- Do not add irrelevant keyword-stuffed links. User usefulness comes first.

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Fetch sitemap.xml, compare it against expected public URLs, check exclusions, patch the generator, and re-fetch until coverage is correct.
Goal: Ensure sitemap.xml includes canonical public pages and excludes private/admin/API routes.
Check command: curl -sL $SITE_URL/sitemap.xml
Exit condition: Sitemap contains important public URLs and excludes private/API/admin pages.
Max iterations: 3
Guardrails:
- Do not weaken, skip, delete, or rewrite the validation command to force success.
- Do not claim completion until the stated exit condition is actually satisfied.
- If blocked, report the blocker, evidence, and next safest action instead of gaming the metric.
- Do not include private, admin, API, or duplicate query URLs in sitemap.

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Verify visible FAQ content and JSON-LD structured data match exactly. Fix mismatches and avoid marking up hidden content.
Goal: Keep FAQ structured data accurate and visible.
Check command: curl -sL $URL | rg "application/ld\+json|FAQPage"
Exit condition: FAQ JSON-LD matches visible questions and answers on the page.
Max iterations: 3
Guardrails:
- Do not weaken, skip, delete, or rewrite the validation command to force success.
- Do not claim completion until the stated exit condition is actually satisfied.
- If blocked, report the blocker, evidence, and next safest action instead of gaming the metric.
- Do not mark up hidden, misleading, or unrelated FAQ content.

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Improve a thin page by adding specific examples, operational guidance, source context, FAQs, and related links. Avoid filler and duplicate boilerplate.
Goal: Turn a thin page into a useful page with distinct user value.
Check command: curl -sL $URL | wc -c
Exit condition: The page clearly answers user intent with distinct examples, guidance, and internal links.
Max iterations: 4
Guardrails:
- Do not weaken, skip, delete, or rewrite the validation command to force success.
- Do not claim completion until the stated exit condition is actually satisfied.
- If blocked, report the blocker, evidence, and next safest action instead of gaming the metric.
- Do not expand pages with filler text. Add specific, actionable value or remove/noindex the page.