Full LLM thinking from the 4-phase benchmark pipeline.
```json
{
"service_type": "platform",
"base_url": "https://opendata.city-adm.lviv.ua",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {
"type": "free",
"details": {}
},
"rate_limits": {},
"capabilities": [
"Provides open data related to the city of Lviv",
"Facilitates access to city data for developers, researchers, and the general public",
"Supports data transparency and civic engagement"
],
"raw_analysis": "The Lviv City Open Data platform offers a collection of datasets pertaining to various aspects of the city of Lviv, Ukraine. Aimed at developers, researchers, policymakers, and citizens, it is designed to foster transparency, promote the civic engagement of its users, and aid in data-driven decision making. The platform does not require authentication, emphasizing its accessibility and unrestricted use for the public. Currently, its capabilities focus on providing data to users, but it is not specified if there are integrations with other systems or platforms. It is a mature initiative in line with the global trend of open data to improve public access to city-related information."
}
```2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 1928ms |
| robots_txt | GET /robots.txt | 200 | 205ms |
| llms_txt | GET /llms.txt | 404 | 178ms |
```json
{
"overall": 74,
"dimensions": {
"token_efficiency": 8.0,
"first_try_success": 7.0,
"response_parseability": 7.5,
"error_clarity": 6.5,
"doc_quality": 7.0,
"auth_simplicity": 9.0,
"latency": 5.0,
"consistency": 9.0
},
"pricing_normalized": {
"type": "free"
},
"issues": [
"The site has a relatively high average latency of 1928ms, which might affect user experience."
],
"recommendations": [
"Improve website performance to decrease latency, ideally under 500ms, to enhance user experience.",
"Provide clearer error documentation to improve onboarding and user troubleshooting experiences."
]
}
```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/city-lviv">
<img src="https://prowl.world/badge/city-lviv.svg" height="56" alt="Agent-readiness on Prowl">
</a>
See operational metrics, LLM evaluations, agent readiness, and more.
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