What is a GEO analyzer?
A GEO analyzer checks generative visibility readiness: whether a page exposes consistent identity, structured context, attribution signals, and a usable semantic hierarchy. It cannot prove future AI citations or rankings.
What Rankly checks for generative visibility readiness
Entity clarity
Organization and WebSite schema, declared entity names, meta site name, and agreement between available identity sources.
Corroboration and attribution
sameAs links, author or publisher signals, canonical host consistency, and public labels that help attribute a page correctly.
Structured context
JSON-LD validity, detected schema types, semantic headings, page type, and content structure that give a system context around a claim.
Access foundations
The public response, HTTPS, robots directives, and sitemap availability that determine what Rankly itself was able to fetch.
Generative visibility readiness, not an AI ranking score
The GEO pillar measures deterministic public evidence about identity and context. It is deliberately separate from an AI interpretation layer and never claims that Rankly can predict, guarantee, or observe AI citations.
What Rankly cannot verify
- —Whether ChatGPT, Google AI features, Perplexity, or another system will cite a page.
- —The complete entity graph beyond the public HTML and linked structured data Rankly fetched.
- —Model training data, retrieval sources, or proprietary generative ranking systems.
How to use a GEO analysis
- STEP 1
Analyze a public canonical page where your organization, product, or expertise is clearly represented.
- STEP 2
Compare declared names, schema, attribution, and sameAs links for contradictions or omissions.
- STEP 3
Fix identity consistency across the source pages you control, then re-audit after the domain cooldown.
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
No. Rankly evaluates public signals that support generative visibility readiness. It does not guarantee citations, answer placement, or any outcome from an AI system.
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