Index #1 · rank 27 of 47 · AI · scanned 2026-07-19
Google AI (Gemini)
Agent readability of https://ai.google.dev/docs — scored from a reproducible crawl snapshot under rubric v0.
Deterministic · 40%
68
LLM rubric · 35%
67
Task probes · 25%
100
Band
amber
Machine-checkable fundamentals
✕llms.txt at the rootno llms.txt found at the site root0%
✕OpenAPI spec discoverable & validOpenAPI found (?) but did not validate40%
✓Heading structuremean heading-quality 100% over 60 pages100%
✓Code samples on reference pages59/60 reference pages have code samples98%
✓Auth documented with an exampleauthentication documented with a code example100%
✓Pages within agent token budget52/60 pages within 8000-token budget87%
✓Links resolve0/3724 links broken100%
✓Crawler & meta hygienemean meta-hygiene 73% over 60 pages74%
Can an agent actually finish?
✓Find the authentication methodnamed an auth method with a cited sourcePASS
✓Find the rate limitsstated a concrete rate limit with a cited sourcePASS
✓Construct a first valid requestproduced a request construct with a cited sourcePASS
Executed by a pinned claude-sonnet-5 agent over the crawl snapshot; graded on substance + citation, transcripts stored.
Prose quality, graded by model
Clarity
2.7/4
Completeness
2.7/4
Consistency
2.7/4
Key pages assessed
6
Is this your documentation? Every score is reproducible from stored inputs, and corrections are part of the methodology — if a page we couldn't reach is reachable to a normal agent, we'll re-scan and publish the update. See the methodology or grab your badge.