ai-answer-auditlisted

# AI answer audit Answers one question about any website: **when someone asks an assistant something this site could answer, does the site come up?** And when it does not, why not. The audit has two halves, and keeping them apart is the whole point. **Layer 1 is mechanical and deterministic.** Can the crawlers that feed AI answers reach the site, and is there anything machine-readable, server-rendered and answer-shaped for them to quote. This is code. Same site, same run, same findings. **Layer 2 is a measurement, not a fact.** It asks real audience questions through search and counts what comes back. Results vary between runs, models and locations. It is reported as a sample with its size shown, never as a verdict. > **This skill uses your agent's own web search in layer 2.** That is the only host it touches beyond the site being audited. It sends nothing to anyone else, and there is no telemetry of any kind. ## When to use this - "Why does ChatGPT never cite my site?" - "Is my site visible to AI?", "GEO audit", "AEO audit", "answer engine optimization" - "Should I add an llms.txt?", "Am I blocking GPTBot?", "Are we in AI Overviews?" - "My competitor gets mentioned by Perplexity and I don't" Use `shopify-geo-audit` instead when the site is a Shopify store and the question is about product pages, where that skill adds product-schema checks and prevalence from a benchmark of real stores. Use a classic SEO audit when the question is about Google ranking, indexing or ric