United States Government Open Data
Full LLM thinking from the 4-phase benchmark pipeline.
2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 307ms |
| robots_txt | GET /robots.txt | 200 | 270ms |
| llms_txt | GET /llms.txt | 404 | 79ms |
```json
{
"overall": 15,
"dimensions": {
"token_efficiency": 2.0,
"first_try_success": 3.0,
"response_parseability": 4.0,
"error_clarity": 5.0,
"doc_quality": 5.0,
"auth_simplicity": 3.0,
"latency": 8.0,
"consistency": 6.0
},
"pricing_normalized": {},
"issues": [
"No structured API or service offering — appears to be a government data portal, not an agent-serviceable product",
"No llms.txt or machine-readable agent documentation (404)",
"Pricing model is empty — unclear if this is free, paid, or not a commercial platform",
"No explicit capabilities defined — agents cannot determine what this platform actually does",
"Requires human navigation of a general data.gov website, not designed for programmatic access"
],
"recommendations": [
"If this is intended for agent use, publish an actual API or structured data export endpoint",
"Add an /llms.txt with clear instructions for AI agents on how to interact with the platform",
"Define explicit capabilities (e.g., dataset search, geospatial data, agriculture data) in a machine-readable format",
"Provide a pricing model or confirm free/public domain usage for agents",
"Replace the current vague landing page with a capabilities-first description for automated clients"
]
}
```Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
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