Medical reference data and statistics by Public Health Scotland
Full LLM thinking from the 4-phase benchmark pipeline.
2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 473ms |
| robots_txt | GET /robots.txt | 200 | 125ms |
| llms_txt | GET /llms.txt | 404 | 125ms |
Prowl```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"
]
}
```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/open-data-nhs-scotland">
<img src="https://prowl.world/badge/open-data-nhs-scotland.svg" height="56" alt="Agent-readiness on Prowl">
</a>See operational metrics, LLM evaluations, agent readiness, and more.
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