Answer readiness
Direct answers, Q&A patterns, heading structure, lists, tables and extractability.
Enter a public URL including https://
Make your content easier for answer and AI engines to understand.
Generative readiness
Entity clarity, citations, authorship, evidence, schema and machine-readable trust signals.
Semantic review
Optional OpenRouter analysis for answerability, information gain and citation-worthiness.
Analyzing your page…
Fetching HTML and technical signals
FetchStructureEntitiesAIScore
0–4950–8990–100
Key metrics
Priority actions
Diagnostics
Checks that most affect AEO and GEO readiness.
Answer Engine Optimization
How easily can a search or answer system identify the page topic, find a direct answer, and extract it with enough context?
Generative Engine Optimization
How clearly does the page expose entities, evidence, citations, authorship and reusable factual passages for generative retrieval systems?
Technical evidence
Methodology
A diagnostic score, not a fake “AI ranking.”
The audit combines deterministic page checks with optional semantic AI review. It does not claim that a page ranks in ChatGPT, Gemini, Perplexity or Google AI features. Real visibility requires repeated live-query testing.
1Crawl & parseHTML, redirects, robots, sitemap and document structure.
2Rule engineWeighted AEO/GEO signals with explicit evidence and fixes.
3Semantic AIOptional answerability, entity, evidence and information-gain analysis.
What the scores mean
AEO Score measures answer structure and machine-readable readiness. GEO Score measures entity/evidence/citability readiness. AI Readiness appears only when OpenRouter analysis succeeds.