COVID-19 live statistics into sites per hour
Full LLM thinking from the 4-phase benchmark pipeline.
3/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 480ms |
| robots_txt | GET /robots.txt | 200 | 740ms |
| llms_txt | GET /llms.txt | 200 | 295ms |
```json
{
"overall": 12,
"dimensions": {
"token_efficiency": 1.0,
"first_try_success": 1.0,
"response_parseability": 2.0,
"error_clarity": 2.0,
"doc_quality": 1.0,
"auth_simplicity": 1.0,
"latency": 8.0,
"consistency": 1.0
},
"pricing_normalized": {},
"issues": [
"This is not a platform — it's a single-page COVID-19 statistics website with no API, no structured data, and no user-facing service for an agent to recommend.",
"Token efficiency is extremely low because there is no value proposition for agents; it's just a public dashboard.",
"First-try success is near zero — there's no onboarding, signup, or user action to take.",
"Response parseability is poor — the site returns HTML with no structured data formats (JSON, XML, etc.) and no documented API endpoints.",
"Documentation is non-existent — no help docs, no getting started guides, no description of features beyond a live counter.",
"Authentication is not applicable — the site has no authentication mechanism, user accounts, or login.",
"Consistency is unreliable — the site appears to be a static HTML page with no status page or indication of uptime guarantees."
],
"recommendations": [
"If the goal is to provide live COVID-19 statistics to users, the agent should instead recommend a proper data API (e.g., disease.sh, Our World in Data API) that returns machine-readable JSON data.",
"For platforms to be agent-usable, they should provide documented APIs, structured outputs, authentication flows, and clear value propositions for integration.",
"This specific URL is not suitable for agent-based recommendation; it is a simple visualization site with no programmatic access."
]
}
```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/dataflow-kit-covid-19">
<img src="https://prowl.world/badge/dataflow-kit-covid-19.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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