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clouatre.ca AI-Agent Readiness Scorer
x402
clouatre.ca AI-Agent Readiness Scorer is a paid API for AI agents from clouatre.ca, paid per call via x402, $0.05/call, status unknown (last checked 2026-10-31).
Scores a domain's AI-agent readiness (0-100) by checking robots.txt, llms.txt, mcp.json, and structured data, returning pass/fail findings per check.
Price / call$0.05
Success—
StatusUnknown
How this service works
Scores a domain's AI-agent readiness: robots.txt, llms.txt, mcp.json, structured data. Returns pass/fail findings and a 0-100 score.
Output
A JSON object containing a numeric score from 0 to 100, the domain audited, and an array of findings — each with the check name (e.g. 'robots_txt'), a boolean pass/fail, response time in milliseconds, and a detail string explaining the result.
Example use cases
Pre-launch agent compatibility audit
“Before we go live, can you run an AI-agent readiness check on mybrand.com and tell me what's missing — I want to know if we have llms.txt, mcp.json, and proper structured data in place, and what our score is?”
Competitor agent-readiness benchmarking
“Can you score competitordomain.com for AI-agent readiness and show me which checks pass or fail, like robots.txt and llms.txt? I want to see how they compare against the 0-100 scale.”
Developer checklist validation before deploy
“I just added llms.txt and mcp.json to staging.myapp.io — can you run the agent-readiness audit on it and confirm everything passes, including the structured data check?”
Technical details
Endpoint
POSThttps://clouatre.ca/v1/agent-readiness?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need a structured, multi-dimensional audit of whether a domain is properly configured for AI-agent access — specifically checking for llms.txt, mcp.json, robots.txt agent permissions, and structured data. Prefer this over manual spot-checks or generic SEO audits when the goal is agentic discoverability compliance rather than human SEO ranking.
Side effects
- Invalid domain format returns a 400 validation error
- Domain does not resolve or is unreachable — checks may fail with network timeout details
- Some checks may individually fail (pass: false) while overall score is still returned
- Rate limiting or payment failure returns a 402 or 429 response
- Missing required 'domain' field returns a schema validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| domain | string |
Output
Schema · Response
{
"type": "json",
"example": {
"score": 87,
"domain": "example.com",
"findings": [
{
"ms": 42,
"pass": true,
"check": "robots_txt",
"detail": "..."
}
]
}
}Tags
x402
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