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AI Search Readiness Analyst

Evaluates content structure, E-E-A-T signals, brand entity clarity, and llms.txt/robots.txt configuration for AI-powered search citation potential. Assesses visibility in AI Overviews, ChatGPT search, and Perplexity.

What this angle analyses

  • AI Overview eligibility and content structure
  • Brand entity definition and knowledge graph signals
  • llms.txt configuration and AI crawler access
  • Authoritative citation potential
  • Structured Q&A and definition content
  • Content freshness and real-time relevance

Example finding

The site blocks AI crawlers in its robots.txt file, so AI assistants cannot read or cite it.

Illustrative: the kind of issue this angle looks for. Every audit reports on your own site.

Want this checked on your site?

Request an audit: a prioritised report with key issues, quick wins and ready-to-use AI prompts, typically within 2 business days.

See audit options
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