National Nutrient Database for Standard Reference
Full LLM thinking from the 4-phase benchmark pipeline.
2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 204ms |
| robots_txt | GET /robots.txt | 200 | 45ms |
| llms_txt | GET /llms.txt | 404 | 47ms |
Prowl```json
{
"overall": 15,
"dimensions": {
"token_efficiency": 2.0,
"first_try_success": 2.0,
"response_parseability": 1.0,
"error_clarity": 1.0,
"doc_quality": 1.0,
"auth_simplicity": 1.0,
"latency": 10.0,
"consistency": 5.0
},
"pricing_normalized": {},
"issues": [
"No capabilities or pricing information found in platform analysis",
"No /llms.txt endpoint (404), indicating no structured documentation for AI agents",
"No visible documentation, API docs, or getting started guides from the limited response data",
"Platform appears to be a generic website with no clear value proposition for AI agents",
"Unable to determine auth flow or onboarding process from available information"
],
"recommendations": [
"Provide comprehensive API documentation with clear capabilities and pricing",
"Implement /llms.txt to expose structured documentation for AI agents",
"Add clear getting-started guides and integration examples",
"Define specific auth mechanisms (e.g., API keys, OAuth) with simple onboarding",
"Document error handling and response formats for reliable agent integration"
]
}
```Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
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<img src="https://prowl.world/badge/fooddata-central.svg" height="56" alt="Agent-readiness on Prowl">
</a>See operational metrics, LLM evaluations, agent readiness, and more.
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