What does a GEO audit reveal?
A GEO audit reveals measurable public evidence of entity identity, corroboration, attribution, structured context, and semantic hierarchy. Rankly labels it generative visibility readiness because no public audit can promise what a closed AI system will retrieve.
How to interpret a GEO audit
Confirm the entity first
Compare the meta site name, Organization or WebSite schema name, canonical host, and the relationship between the page and its owner.
Review corroboration signals
sameAs links and author or publisher data can support attribution when they are truthfully declared in public structured data.
Inspect the hierarchy around claims
Headings, paragraphs, schema types, and content context make it easier to identify what a page is asserting and who is asserting it.
Resolve contradictions instead of adding decoration
Identity consistency is usually more valuable than another generic schema block. Fix the sources you control so names and relationships agree.
A readiness score with visible evidence
Rankly's GEO pillar is deterministic. It reports the data it found, the confidence of the audit, and the exact score losses. An AI layer may clarify the remediation, but cannot create entity facts or revise the result.
What a GEO audit cannot prove
- —That a generative system has recognized, trained on, retrieved, or will cite an entity.
- —That every third-party profile or external statement about the entity is correct.
- —A complete assessment of the entity across the entire web from one page fetch.
A practical GEO audit workflow
- STEP 1
Audit a public page that should clearly represent the organization, product, author, or topic.
- STEP 2
Fix missing or conflicting entity, publisher, canonical, and sameAs signals where you control the source.
- STEP 3
Use the report's evidence and confidence labels to avoid treating unknowns as failures.
Relevant guides and checklists
Entity clarity guide
Make your official name, offering, and relationships consistent across the web.
AI-discoverability checklist
Check public access, parseability, and attribution foundations before pursuing visibility claims.
Content context guide
Write statements that remain understandable when read outside their original page.
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Frequently asked questions
Entity clarity means a page consistently identifies its organization, product, author, or subject through visible copy, metadata, structured data, and official relationship signals.
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