Get name and website-URL for airports by ICAO code. Covered airports are mostly in Germany.
Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://airport-web.appspot.com",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {"type": "unknown", "details": {}},
"rate_limits": {},
"capabilities": ["airport lookup by ICAO code", "German airport data", "provides airport name and website URL"],
"raw_analysis": "This is a minimal web service, likely a demonstrative or simple API, that returns airport details (name and website URL) based on an ICAO code. The coverage is primarily German airports, suggesting it may have limited international scope. The service appears to be hosted on Google App Engine (indicated by appspot.com), suggesting low-cost or free hosting, possibly for hobby or educational projects. No documentation or explicit authentication is mentioned; it likely expects no authentication. As a platform, it serves a niche use case, likely for aviation enthusiasts, developers, or small applications that need quick German airport information. The maturity is unclear; it may be experimental or non-commercial, with potentially low reliability and no SLA. Integrations would be limited; any client can consume the API via HTTP requests, but no official SDKs or endpoints are documented. The lack of detailed information on pricing, rate limits, and endpoints makes it difficult to assess full capabilities. Overall, it is a simple, likely free utility service with a German regional focus."
}1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 133ms |
| robots_txt | GET /robots.txt | 404 | 481ms |
| llms_txt | GET /llms.txt | 404 | 177ms |
{
"overall": 32,
"dimensions": {
"token_efficiency": 2.0,
"first_try_success": 2.0,
"response_parseability": 3.0,
"error_clarity": 1.0,
"doc_quality": 1.0,
"auth_simplicity": 5.0,
"latency": 8.0,
"consistency": 5.0
},
"pricing_normalized": {
"unknown": "Pricing unclear"
},
"issues": [
"Website root returns only 'Hello World!' – no info or API docs",
"No /robots.txt (404) – indication of minimal web presence",
"No /llms.txt (404) – not optimized for AI agents, no machine-readable guidance",
"No documentation or getting-started content found",
"Capabilities limited to German airports only (very niche)",
"No structured API/export format mentioned; unclear if data is even accessible programmatically"
],
"recommendations": [
"Add a public API with JSON responses for airport lookups",
"Create an llms.txt file describing the service and its endpoints",
"Publish proper documentation with examples and error handling",
"Clarify pricing model – if free, state it; if paid, list plans",
"Improve landing page from 'Hello World!' to a useful overview",
"Consider SSO (e.g., Google/GitHub) for simple authentication if API requires it"
]
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