43
/100
prowl
Benchmarked Jul 31, 2026

KKBOX

Get music libraries, playlists, charts, and perform out of KKBOX's platform

saas platform_profile
Benchmark Your API

Score Breakdown

Latency 7/10
Consistency 5/10
Auth Simplicity 5/10
First-Try Success 5/10
Documentation 4/10
Token Efficiency 4/10
Parseability 4/10
Error Clarity 3/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200462ms
robots_txtGET /robots.txt200155ms
llms_txtGET /llms.txt200155ms
Interpret
```json
{
  "overall": 45,
  "dimensions": {
    "token_efficiency": 4.0,
    "first_try_success": 5.0,
    "response_parseability": 4.0,
    "error_clarity": 3.0,
    "doc_quality": 4.0,
    "auth_simplicity": 5.0,
    "latency": 7.0,
    "consistency": 5.0
  },
  "pricing_normalized": {},
  "issues": [
    "No structured capabilities or pricing model captured — platform details are opaque to agents",
    "robots.txt disallows all crawling except root, severely limiting automated discovery",
    "llms.txt endpoint returns HTML instead of a plain-text LLM-friendly format",
    "Missing security headers on all checked endpoints",
    "Developer site appears to be a generic landing page without clear feature enumeration"
  ],
  "recommendations": [
    "Provide an llms.txt file with plain-text summaries of APIs, endpoints, and auth methods",
    "Update robots.txt to allow crawling of documentation paths (e.g., /docs/)",
    "Add machine-readable capability manifests (OpenAPI spec or similar)",
    "Document auth flow clearly — likely OAuth2 for KKBOX API, but needs explicit details",
    "Add structured pricing breakdown and rate limit info to developer portal"
  ]
}
```

Agent Readiness

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

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