Free SEO tool

AI Citation Readiness Self-Assessment

Review reported foundations for AI-search visibility and identify which claims still need technical or external verification.

This is an unvalidated NavSEO self-assessment, not a crawl, platform report, or prediction of citations. Check only statements you can support, then verify the weakest areas with technical or external evidence.

Self-assessment coverage 0/100

Start with crawlability, entity clarity, and source transparency before chasing answer-engine visibility.

Self-assessment coverage report

Your weakest source-quality area will appear here as checks are selected.

Do now Clarify crawl and source access

Make important pages reachable, indexable, internally linked, and transparent about who is behind them.

Plan next Build citation-worthy evidence

Add original examples, research, methodology, and support for important claims.

Monitor Measure visibility patterns

Track query sets and citation behavior over time without overclaiming single prompt results.

How to use this coverage score

The weighting is a NavSEO editorial heuristic and has not been calibrated to predict citations, rankings, or traffic. It measures which self-reported statements were selected, not whether a website or answer engine independently confirms them.

AI citation SEO is not a separate trick from search quality. Use the coverage result to identify what should be verified next across crawlability, entity clarity, helpful content, original evidence, and trusted third-party references.