Netherlands Government Open Data
Full LLM thinking from the 4-phase benchmark pipeline.
1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 947ms |
| robots_txt | GET /robots.txt | 404 | 166ms |
| llms_txt | GET /llms.txt | 404 | 161ms |
```json
{
"overall": 32,
"dimensions": {
"token_efficiency": 4.0,
"first_try_success": 3.0,
"response_parseability": 5.0,
"error_clarity": 3.0,
"doc_quality": 3.0,
"auth_simplicity": 2.0,
"latency": 6.0,
"consistency": 5.0
},
"pricing_normalized": {},
"issues": [
"Pricing model appears empty or undetectable",
"No robots.txt or llms.txt files for web scraping guidance",
"High latency (947ms) for homepage, suggesting slower server response",
"Minimal capabilities detected – unclear what the platform offers an agent",
"No authentication or sign-in flow visible; likely requires manual registration",
"Documentation path suggests complex hierarchy (data.overheid.nl/en/ondersteuning/data-publiceren/api/)"
],
"recommendations": [
"Publish a clear capabilities page and API reference",
"Expose pricing or at least a 'free tier' section for agent evaluation",
"Add robots.txt and llms.txt to support web crawling and LLM integration",
"Optimize server response time to under 500ms",
"Provide an API key registration flow with instant activation (no human approval)",
"Simplify documentation into a single 'Get Started' guide for agents"
]
}
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