Full LLM thinking from the 4-phase benchmark pipeline.
3/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 74ms |
| robots_txt | GET /robots.txt | 200 | 29ms |
| llms_txt | GET /llms.txt | 200 | 25ms |
```json
{
"overall": 45,
"dimensions": {
"token_efficiency": 6.0,
"first_try_success": 4.0,
"response_parseability": 7.0,
"error_clarity": 5.0,
"doc_quality": 6.0,
"auth_simplicity": 4.0,
"latency": 9.0,
"consistency": 4.0
},
"pricing_normalized": {},
"issues": [
"No structured pricing information available",
"No capabilities listed in the platform metadata",
"The platform appears to be a government job portal (USAJOBS) rather than a typical API-based SaaS platform, which may limit agent utility",
"auth_simplicity is low - government systems often require more complex authentication (e.g., Login.gov, multi-factor)",
"No clear API documentation or structured data endpoints found in the response previews",
"Missing llms.txt file content - only returned HTML preview instead of structured text"
],
"recommendations": [
"Provide a clear llms.txt file with structured API documentation and capabilities",
"List explicit API endpoints and their response schemas for agents to parse",
"Clearly document authentication flow for government systems (Login.gov, etc.)",
"Add a capabilities section to the platform metadata for agent discoverability",
"Consider providing a machine-readable pricing structure if applicable",
"Include SDK or client library information for common programming languages"
]
}
```Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
<a href="https://prowl.world/service/usajobs">
<img src="https://prowl.world/badge/usajobs.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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