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AEO · Optimize

AEO optimization AI agent

Upgrade existing pages into citation-worthy answers: clearer entities, proof, and FAQ blocks models can quote.

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Optimize for being quoted

Winning AEO often means restructuring pages you already have — not endless new posts. The optimize agent proposes concrete edits that make answers extractable and trustworthy.

Observe → decide → act

What this agent watches, how it decides, and what it executes inside your guardrails.

Watches
  • Citation wins/losses on tracked prompts
  • Page structure vs cited competitor patterns
  • Outdated stats and missing primary sources
  • Schema and FAQ coverage on money URLs
Decides
  • Which pages to edit first for citation lift
  • What proof or entity blocks to add
  • When a new page is required vs a rewrite
Acts
  • Opens edit PRs / CMS drafts with specific section changes
  • Adds FAQ and definition blocks where missing
  • Re-checks citation status after publish

Example actions

  • Add a sourced definition + FAQ to a category page losing citations

  • Replace vague claims with linked primary stats competitors cite

  • Split a muddled guide into answer-sized sections with clear H2s

Integrations

  • CMS
  • AI visibility tools
  • Analytics
  • Slack

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How to build this agent

Step-by-step guide (blog).

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FAQ

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