Finland Government Open Data
Full LLM thinking from the 4-phase benchmark pipeline.
1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 2948ms |
| robots_txt | GET /robots.txt | 404 | 284ms |
| llms_txt | GET /llms.txt | 404 | 266ms |
```json
{
"overall": 12,
"dimensions": {
"token_efficiency": 2.0,
"first_try_success": 1.0,
"response_parseability": 1.0,
"error_clarity": 3.0,
"doc_quality": 1.0,
"auth_simplicity": 2.0,
"latency": 4.0,
"consistency": 4.0
},
"pricing_normalized": {},
"issues": [
"No capabilities listed in analysis - unclear what the platform does",
"No pricing model available",
"No llms.txt endpoint (404) - no AI-friendly documentation",
"No robots.txt (404) - no site structure guidance",
"Slow response time (2948ms) - exceeds 2s threshold",
"Response preview shows a Finnish open data portal (Suomi.fi Open Data) - not a commercial platform with clear agent value",
"Appears to be a government data portal, not an API or platform agents would use for common tasks"
],
"recommendations": [
"Provide clear capability and pricing documentation in a machine-readable format (e.g., llms.txt)",
"Improve website performance to under 1 second response time",
"Add structured API documentation with endpoints, authentication, and data formats",
"If this is Suomi.fi Open Data, clarify the specific use cases for AI agents (e.g., retrieving Finnish government datasets)",
"Create a dedicated developer portal with OpenAPI specs, SDKs, and example code"
]
}
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