AI Search Readiness (GEO) audit

AI crawler access and GEO diagnostics

/api/v1/ai-search records selected AI crawler and optional file diagnostics. Crawler access is a technical condition; it does not establish rankings or citations in AI-generated answers.

Score availability

The stored crawl does not currently retain full page text or parsed schema entities, so answer extractability, citation patterns, schema completeness, and a composite GEO score are not calculated. Reports leave those metrics unmeasured and show observed robots.txt and optional file diagnostics separately.

Brand mention tests (Agency+)

Prompt-based model checks record the response text and whether the brand was detected. They do not verify cited URLs, search rankings, sentiment, competitor citations, or weekly visibility changes.

llms.txt + ai.txt

The diagnostics record whether these files exist and pass a basic format check. Their presence is not required by Google Search and does not guarantee inclusion in AI answers. robots.txt remains the crawler policy file used for the user agents checked by the audit.