Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "http://www.rtd-denver.com",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {"type": "free", "details": {"description": "Public transit data, free access to GTFS feeds."}},
"rate_limits": {},
"capabilities": ["GTFS static data feeds", "GTFS real-time data feeds", "Transit schedule information", "Route and stop data", "Service alerts (real-time)"],
"raw_analysis": "Transport for Denver, US (RTD - Regional Transportation District) is a public transit agency providing bus and rail services in the Denver metropolitan area. The URL points to a developer guide for GTFS (General Transit Feed Specification) data, which is used to share transit scheduling and geographic information. The platform offers static GTFS data (schedules, routes, stops) and real-time GTFS data (vehicle positions, trip updates, service alerts). It is not a typical SaaS but a public data provider. The service is free and open to developers, with no authentication required for accessing the feeds. There are no explicit rate limits mentioned in the guide, but users are expected to follow standard GTFS usage guidelines. The platform is mature, as GTFS is a widely adopted standard. Integrations: GTFS feeds can be used by mapping applications, trip planners, and transit apps. The raw analysis notes that the guide is likely outdated as it references GTFS, but the feeds are still available. The service is targeted at developers building transit-related applications."
}1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 464ms |
| robots_txt | GET /robots.txt | 404 | 281ms |
| llms_txt | GET /llms.txt | 404 | 519ms |
```json
{
"overall": 57,
"dimensions": {
"token_efficiency": 6.0,
"first_try_success": 5.0,
"response_parseability": 8.0,
"error_clarity": 4.0,
"doc_quality": 5.0,
"auth_simplicity": 8.0,
"latency": 8.0,
"consistency": 7.0
},
"pricing_normalized": {
"type": "free",
"value": 10.0
},
"issues": [
"No /llms.txt file found - agents must parse HTML or find API docs independently",
"No /robots.txt file - unclear scraping permissions for agents",
"Missing explicit documentation about data format limitations or requirements",
"No clear getting-started guide visible from homepage checks"
],
"recommendations": [
"Add /llms.txt endpoint with API documentation and GTFS data schema descriptions",
"Provide clear integration examples for both static and real-time GTFS feeds",
"Document any rate limits or access restrictions for automated/agent use",
"Consider adding a dedicated developer portal with structured API references"
]
}
```Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
<a href="https://prowl.world/service/transport-for-denver-us">
<img src="https://prowl.world/badge/transport-for-denver-us.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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