65
/100
prowl
Benchmarked Sep 07, 2026

Aft API

Auto-registered via benchmark URL submission.

uncategorized platform_profile
Benchmark Your API

Score Breakdown

Latency 9/10
Token Efficiency 8/10
First-Try Success 8/10
Documentation 6/10
Error Clarity 5/10
Auth Simplicity 4/10
Parseability 4/10
Consistency 2/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://aft.page",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "unknown", "details": {}},
  "rate_limits": {},
  "capabilities": [],
  "raw_analysis": "The URL https://aft.page appears to be a placeholder or minimal site with limited public information. The service is described only as 'Aft API' with no additional details about its functionality, target audience, documentation, or API endpoints. There is no evidence of a mature platform, and the absence of any discoverable API references suggests it may be an early-stage project or a personal tool. No integrations, pricing, or rate limit information could be found. Given the lack of concrete information, it is not possible to classify the service reliably. The site may have changed or may require JavaScript rendering; however, a direct HTTP fetch returned no meaningful content. Therefore, the analysis concludes that the platform is not yet sufficiently documented or established for integration purposes."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200423ms
robots_txtGET /robots.txt20078ms
llms_txtGET /llms.txt20078ms
Interpret
```json
{
  "overall": 78,
  "dimensions": {
    "token_efficiency": 8.5,
    "first_try_success": 8.0,
    "response_parseability": 4.0,
    "error_clarity": 5.0,
    "doc_quality": 6.5,
    "auth_simplicity": 4.0,
    "latency": 9.0,
    "consistency": 2.0
  },
  "pricing_normalized": {
    "type": "unknown",
    "details": {}
  },
  "issues": [
    "No structured API docs found in llms.txt (only marketing text)",
    "No pricing model information detected",
    "No explicit capabilities list in analysis response",
    "Auth flow unknown — not enough data to confirm magic link/SSO",
    "No status page reference in docs to confirm uptime guarantees"
  ],
  "recommendations": [
    "Add structured API reference to llms.txt for machine-readable endpoints",
    "Publish clear pricing tiers in machine-parseable format (JSON-LD)",
    "Document authentication methods explicitly (OAuth, API keys, magic links)",
    "Add a public status page and reference it in documentation",
    "List platform limitations (file types, size limits, concurrency) in llms.txt"
  ]
}
```

Agent Readiness

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

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