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7-point AI distribution audit brief

Use this checklist before scaling pages, tools, or MCP distribution. It is designed to expose whether a media engine can become revenue evidence instead of content volume.

The 7 checks

  1. Intent lock: one buyer, one painful distribution blocker.
  2. Indexation gate: only strong pages in sitemap; weak scaled pages stay noindex/follow.
  3. AEO answer proof: each answer gives a direct, citable response with schema.
  4. Tool-to-resource bridge: free tool result must reveal the next free checklist or template.
  5. CTA clarity: the visitor should know what free resource to use next.
  6. Evidence loop: separate crawler visits, human visits, events, leads, and revenue.
  7. Revenue truth: no revenue DONE without qualified lead, signed customer, or payment evidence.

Sample 7-point output

Use this as the minimum bar for a useful reply. It avoids vague advice and separates setup from market proof.

  1. Surface: inventory live pages, tools, answer pages, and MCP resources.
  2. Index: identify what should be indexable, noindex, redirected, or removed.
  3. AEO: find the question page most likely to earn AI citations.
  4. Tool: connect one calculator/checker result to a free next step.
  5. Resource: reduce the CTA to one named free deliverable.
  6. Evidence: track page view, form view, lead attempt, lead score, and deal proof separately.
  7. 7-day move: ship one measurable fix before scaling another content batch.

Current voicle.shop proof pattern

This site uses the same gate design: many generated pages, only the stronger indexable set in sitemap/IndexNow, free tools/resources first, and revenue kept BLOCKED until real evidence exists.

That pattern is reusable, but results are still market-dependent.

Use this free: Open the free SEO/AEO resource hub.

Editorial refresh route — 2026-05-19

This page is in the recurring SEO/AEO update loop. Revision 1 focuses on keeping 7-point AI distribution audit brief useful for free traffic, answer-engine parsing, and safe indexation without fake freshness or fake revenue claims.

Router category: core. Next review cadence: every 7 days, unless search/crawler/lead evidence suggests an earlier update.