ai_readiness_check

shallow

app.openkrill/site-check · Verify this server

Checks if AI agents can read and cite a site or page. Use it when the user asks whether AI agents and assistants can read an online store or cite a page, for example "can AI shopping agents read my store?", "will AI assistants cite this page, and what should I fix?", "does shop.example.com have an llms.txt?" or "does my store publish a UCP file?". Pass the page url or domain. Returns whether the domain has /llms.txt, /agents.md, the Universal Commerce Protocol file at /.well-known/ucp (published by Shopify stores; version and listed services are shown) and a /sitemap.xml, plus which of 14 AI crawlers robots.txt blocks for the whole site, and lists present and missing files. When a page address is checked, it evaluates five AI citation signals: a clear summary near the top, author name and credentials, Q&A or FAQ format, clear heading structure, and structured data, each with pass, warn or fail, evidence and a concrete fix. It requests at most five domain files and one page, skips any that robots.txt disallows for Agent Tools, and shows what is published, not whether an agent can complete a purchase. Do not use it for private or local addresses, to read page content, or to scan for vulnerabilities.

100.0/100

1 trials · measured 1 day ago

ai_readiness_check scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.openkrill/site-check, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: ai_readiness_check
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ai_readiness_check — Vouch