audit console · deterministic

Will AI engines cite this site?

A scored audit of retrieval-and-citation readiness for ChatGPT, Perplexity, Google AI Overviews and Claude: seven dimensions, exact evidence, no fabricated numbers.

Makes at most 10 polite requests to your site as geo-audit/1.2 · respects robots.txt · no LLM calls
auditing0.0s
    Overall
    /100
    Seven dimensions
    Fix first, by impact per effort
      Limitations