Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://www.openligadb.de",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {"type": "free", "details": {}},
"rate_limits": {},
"capabilities": [
"Crowd-sourced sports league results",
"Access to match results and standings",
"Historical data for various sports leagues"
],
"raw_analysis": "OpenLigaDB is a free, crowd-sourced database providing sports league results, primarily focused on German football leagues (like Bundesliga) and other sports. It is a mature platform used by developers to integrate sports data into applications. The service likely offers a REST API (though specific endpoints are not detailed here) and is free to use, similar to other open data services. It targets developers, sports apps, and fantasy league platforms. The platform does not require authentication for basic access, but the raw description does not specify endpoints or rate limits. Maturity is moderate; it has been around for years with a community-driven dataset."
}1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 508ms |
| robots_txt | GET /robots.txt | 404 | 133ms |
| llms_txt | GET /llms.txt | 404 | 130ms |
```json
{
"overall": 62,
"dimensions": {
"token_efficiency": 7.5,
"first_try_success": 6.5,
"response_parseability": 8.0,
"error_clarity": 4.0,
"doc_quality": 5.5,
"auth_simplicity": 8.0,
"latency": 6.0,
"consistency": 6.5
},
"pricing_normalized": {
"cost_type": "free",
"usage_limits": "unknown"
},
"issues": [
"No robots.txt or llms.txt present - poor discoverability for AI agents",
"Documentation appears to be in German only ('Api zum Abrufen von Daten zur Fußball-Bundesliga...')",
"No structured API metadata (OpenAPI/Swagger detected in preview)",
"Latency at 508ms is borderline for real-time use",
"Response page lacks explicit API endpoint documentation visibility"
],
"recommendations": [
"Add llms.txt and robots.txt to improve AI agent discoverability",
"Provide multilingual documentation (at least English)",
"Expose OpenAPI/Swagger specification for machine-readable API docs",
"Add clear rate limits and usage terms for free tier",
"Include structured examples for common queries (standings, match results)"
]
}
```Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
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