Full LLM thinking from the 4-phase benchmark pipeline.
1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 335ms |
| robots_txt | GET /robots.txt | 404 | 150ms |
| llms_txt | GET /llms.txt | 404 | 242ms |
Prowl```json
{
"overall": 15,
"dimensions": {
"token_efficiency": 1.0,
"first_try_success": 1.0,
"response_parseability": 1.0,
"error_clarity": 1.0,
"doc_quality": 0.0,
"auth_simplicity": 1.0,
"latency": 9.0,
"consistency": 1.0
},
"pricing_normalized": {},
"issues": [
"Missing capabilities data - cannot determine what the platform does",
"Missing pricing model - cannot evaluate cost structure",
"No documentation detected (robots.txt and llms.txt return 404)",
"Website appears to be a generic WordPress page - likely not a dedicated platform",
"Cannot determine authentication method from available data"
],
"recommendations": [
"Provide comprehensive capabilities list and pricing details",
"Create dedicated documentation pages for AI agents (llms.txt)",
"Develop a clear API and structured data endpoints",
"Add authentication details and onboarding documentation",
"Specify the platform's unique value proposition concisely"
]
}
```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/keen-io">
<img src="https://prowl.world/badge/keen-io.svg" height="56" alt="Agent-readiness on Prowl">
</a>See operational metrics, LLM evaluations, agent readiness, and more.
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