Full LLM thinking from the 4-phase benchmark pipeline.
2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 352ms |
| robots_txt | GET /robots.txt | 200 | 56ms |
| llms_txt | GET /llms.txt | 404 | 72ms |
Prowl```json
{
"overall": 45,
"dimensions": {
"token_efficiency": 6.0,
"first_try_success": 5.0,
"response_parseability": 5.0,
"error_clarity": 5.0,
"doc_quality": 4.0,
"auth_simplicity": 5.0,
"latency": 8.0,
"consistency": 6.0
},
"pricing_normalized": {},
"issues": [
"No capabilities discovered from platform analysis - unclear what the platform does",
"No pricing model information available",
"llms.txt endpoint returns 404 - no AI-friendly documentation",
"Unable to determine core value proposition or feature set",
"No structured API or data export format identified"
],
"recommendations": [
"Add an /llms.txt endpoint with comprehensive platform documentation",
"Clearly document core capabilities and use cases on the homepage",
"Publish a structured API reference with response schemas",
"Provide clear getting-started guides with code examples",
"Document authentication flow and signup process explicitly",
"Add a status page to demonstrate reliability and uptime"
]
}
```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/musixmatch">
<img src="https://prowl.world/badge/musixmatch.svg" height="56" alt="Agent-readiness on Prowl">
</a>See operational metrics, LLM evaluations, agent readiness, and more.
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