Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://data.police.uk",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {"type": "free", "details": {"note": "Public open data, no authentication required."}},
"rate_limits": {},
"capabilities": [
"Street-level crime data",
"Crime category listings",
"Police force information",
"Neighbourhood policing teams",
"Stop and search data",
"Outcomes data",
"Senior police officer data",
"Police.uk website content"
],
"raw_analysis": "The UK Police data platform (data.police.uk) is a public open data service provided by the Home Office and police forces in England, Wales, and Northern Ireland. It offers structured RESTful APIs for accessing crime-related data, including street-level crime, crime categories, police force boundaries, neighbourhood team details, stop and search incidents, and crime outcomes. The platform is designed for developers, researchers, journalists, and the general public to analyse and visualise crime statistics. It is mature and publicly documented, with a dedicated developer portal at /docs. The API is free to use without authentication, but it has usage guidelines and rate limiting policies (not explicitly documented in the provided content but typically applies). The data is updated monthly. Integrations are typically built through HTTP requests, and the service supports JSON, GeoJSON, and XML responses. It is a well-established open data initiative in the UK, contributing to transparency and public safety analytics."
}2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 344ms |
| robots_txt | GET /robots.txt | 200 | 124ms |
| llms_txt | GET /llms.txt | 404 | 123ms |
```json
{
"overall": 72,
"dimensions": {
"token_efficiency": 8.0,
"first_try_success": 8.0,
"response_parseability": 8.5,
"error_clarity": 7.0,
"doc_quality": 7.5,
"auth_simplicity": 10.0,
"latency": 8.0,
"consistency": 8.0
},
"pricing_normalized": {
"type": "free",
"note": "Public open data, no authentication required."
},
"issues": [
"No llms.txt file (404) - slightly harder for agents to discover API endpoints",
"HTML responses instead of JSON at root - requires parsing or knowing API paths",
"No explicit error documentation detected in checks"
],
"recommendations": [
"Add llms.txt to expose API structure and endpoints to agents",
"Provide clear API documentation with example responses and error codes",
"Consider adding JSON-LD structured data to HTML responses for easier parsing"
]
}
```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/uk-police">
<img src="https://prowl.world/badge/uk-police.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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