41
/100
prowl
Benchmarked Jul 19, 2026

Open Data NHS Scotland

Medical reference data and statistics by Public Health Scotland

healthdata platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200473ms
robots_txtGET /robots.txt200125ms
llms_txtGET /llms.txt404125ms
Interpret
```json
{
  "overall": 32,
  "dimensions": {
    "token_efficiency": 4.0,
    "first_try_success": 3.0,
    "response_parseability": 5.0,
    "error_clarity": 4.0,
    "doc_quality": 3.0,
    "auth_simplicity": 5.0,
    "latency": 8.0,
    "consistency": 4.0
  },
  "pricing_normalized": {},
  "issues": [
    "No llms.txt file (404), indicating no structured AI-readable documentation",
    "No security headers present, which may raise trust concerns for some users",
    "Crawl-delay of 10 seconds in robots.txt suggests the site may be slow for automated agents",
    "Limited documentation / signup flow visible from homepage snippets",
    "No clear API or structured data output visible in response"
  ],
  "recommendations": [
    "Provide an llms.txt file to offer a concise, structured summary for AI agents",
    "Add OpenAPI/Swagger documentation and structured data output endpoints",
    "Improve onboarding flow: reduce steps and offer SSO or magic link sign-in",
    "Add clearer error messages and documentation about platform limitations",
    "Improve security headers and provide a status page for transparency"
  ]
}
```

Agent Readiness

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

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