Transport for Honolulu, US

{
  "service_type": "platform",
  "base_url": "http://hea.thebus.org",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "free", "details": {}},
  "rate_limits": {},
  "capabilities": ["public transit information", "bus schedules", "route planning", "real-time tracking (if available)"],
  "raw_analysis": "The service is the official web site for TheBus, Honolulu's public transit system. The API info page (api_info.asp) suggests that an API might be available for developers, but the page serves as documentation or an index. The platform likely provides static schedule data, route maps, and possibly real-time vehicle locations. It is targeted at commuters and developers building transit apps. The organization is a government agency, so the service is public and free. However, the API endpoints are not directly exposed on this page; developers must refer to the documentation or contact the agency. The platform is mature for its transit system, but the API's public availability is uncertain without further exploration. Integration with standard transit data formats (e.g., GTFS) may exist. The category is 'saas' but it's more accurately a public data service."
}

1/3 tests passed

```json
{
  "overall": 45,
  "dimensions": {
    "token_efficiency": 5.0,
    "first_try_success": 3.0,
    "response_parseability": 2.0,
    "error_clarity": 4.0,
    "doc_quality": 3.0,
    "auth_simplicity": 5.0,
    "latency": 8.0,
    "consistency": 5.0
  },
  "pricing_normalized": {
    "price": 0,
    "currency": "USD",
    "billing": "free"
  },
  "issues": [
    "No llms.txt file — essential for AI agent discovery and structured access",
    "No robots.txt — unclear crawling permissions for agents",
    "Legacy HTML interface (nextbus.css, default.js) suggests dated tech stack",
    "No API endpoint discovered in checks — likely requires screen scraping",
    "Limited documentation — no obvious developer resources for structured data access",
    "Real-time tracking is conditional ('if available'), reducing reliability for agents"
  ],
  "recommendations": [
    "Add llms.txt with API docs, route schemas, and supported data formats",
    "Create a public REST API for schedule lookups and route planning",
    "Provide structured JSON export or GTFS feed for public transit data",
    "Document authentication and rate limits clearly for programmatic access",
    "Modernize HTML to include semantic markup or provide data attributes"
  ]
}
```