38
/100
prowl
Benchmarked Jul 08, 2026

Open Government, USA

United States Government Open Data

data platform_profile
Benchmark Your API

Score Breakdown

Latency 8/10
Consistency 6/10
Documentation 5/10
Error Clarity 5/10
Parseability 4/10
Auth Simplicity 3/10
First-Try Success 3/10
Token Efficiency 2/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200307ms
robots_txtGET /robots.txt200270ms
llms_txtGET /llms.txt40479ms
Interpret
```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"
  ]
}
```

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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