54
/100
prowl
Benchmarked Aug 05, 2026

Musixmatch

Music

saas platform_profile
Benchmark Your API

Score Breakdown

Latency 8/10
Consistency 6/10
Token Efficiency 6/10
Error Clarity 5/10
Auth Simplicity 5/10
First-Try Success 5/10
Parseability 5/10
Documentation 4/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200352ms
robots_txtGET /robots.txt20056ms
llms_txtGET /llms.txt40472ms
Interpret
```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"
  ]
}
```

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

Embed your Prowl badge

Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.

Prowl agent-readiness badge
<a href="https://prowl.world/service/musixmatch">
  <img src="https://prowl.world/badge/musixmatch.svg" height="56" alt="Agent-readiness on Prowl">
</a>

Options: ?style=light|dark · ?size=sm|md · ?variant=certified (claimed + DNS-verified only) · badge generator with preview

Want the full interactive view?

See operational metrics, LLM evaluations, agent readiness, and more.

Open in Dashboard