GEO & Generative Search Readiness Audit
Assess public content extractability, entity clues, machine-readable site documentation and AI-related access signals.
How to use the GEO & Generative Search Readiness Audit
Assess public content extractability, entity clues, machine-readable site documentation and AI-related access signals.
Interpret the results
Generative engines need accessible, original content and clear identity. This readiness review is heuristic; to measure real AI citations use actual platform results or trustworthy exports.
Example
Check an About page with Organization schema and human-readable publisher details.
Limits and methodology
No score is a measured ChatGPT, Gemini, Perplexity or Google AI ranking.
Use this tool together with related checks for a fuller picture. Recommendations are based on the available observed evidence, not on secret search engine ranking data.
Tool workflow and verification
Check an About page with Organization schema and human-readable publisher details.
Generative engines need accessible, original content and clear identity. This readiness review is heuristic; to measure real AI citations use actual platform results or trustworthy exports.
No score is a measured ChatGPT, Gemini, Perplexity or Google AI ranking.
This tool page is an educational guide as well as a functional utility. Demand trends and real search impressions must come from verified search data, not keyword guesses.
Frequently asked questions
What does this tool measure?
Assess public content extractability, entity clues, machine-readable site documentation and AI-related access signals.
How should I use its findings?
Generative engines need accessible, original content and clear identity. This readiness review is heuristic; to measure real AI citations use actual platform results or trustworthy exports.
What are the limitations?
No score is a measured ChatGPT, Gemini, Perplexity or Google AI ranking.