Define the evidence unit
Use an engine surface and exact URL for access observations, a claim-source pair for factual support, and a recorded run for actual citations.
GEO Audit Tool
A versioned diagnostic for technical observations, content evidence, actual AI answers and business results.
Use an engine surface and exact URL for access observations, a claim-source pair for factual support, and a recorded run for actual citations.
Keep final URL, rule version, query set, market, product mode and counting definitions comparable. A changed check is not a causal estimate of business impact.
Review justified actions against the actual page goal. Add only truthful, applicable content or markup. The free scan does not crawl competitors, connect analytics or query target AI products; independent review and observations can proceed alongside it.
FAQ
No. It is a public-page readiness review. The report marks actual AI mentions, citations and business outcomes as not measured.
No. They are only candidate content patterns. Their absence is not a failure or a reason to publish low-value variations.
Compare the same final URL and rule version, with the same intended scope. Preserve unknown states and confirm important changes with the appropriate external evidence.