Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://yesno.wtf/api",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {"type": "free", "details": {}},
"rate_limits": {},
"capabilities": ["random yes/no generation", "simple API for decision-making or fun"],
"raw_analysis": "Yes No is a simple, free, and public API that returns a random 'yes' or 'no' answer, often used for decision-making or as a fun utility. It requires no authentication and has a single endpoint at /api. The API returns a JSON response with the answer, image, and a forced answer parameter. It is not a full platform but a lightweight, single-purpose service. It's likely mature enough for basic use, but there are no documented rate limits or pricing, and it does not offer integrations or extensive capabilities. It is best for developers needing quick random binary answers in apps or scripts."
}1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 427ms |
| robots_txt | GET /robots.txt | 404 | 113ms |
| llms_txt | GET /llms.txt | 404 | 114ms |
```json
{
"overall": 55,
"dimensions": {
"token_efficiency": 8.0,
"first_try_success": 9.0,
"response_parseability": 8.0,
"error_clarity": 5.0,
"doc_quality": 4.0,
"auth_simplicity": 9.0,
"latency": 9.0,
"consistency": 6.0
},
"pricing_normalized": {
"type": "free",
"tier": "free",
"cost": 0
},
"issues": [
"No publicly available documentation or getting-started guide",
"No /llms.txt file for agent discovery or context",
"No robots.txt found (404) — minor crawlability issue",
"No status page or reliability information found",
"Limited feature set (single-purpose yes/no API)"
],
"recommendations": [
"Add a /llms.txt file to make the API more discoverable and provide structured context for agents",
"Create minimal documentation for the API (parameters, rate limits, response format)",
"Add a robots.txt to standardize web crawler access",
"Consider adding a simple status page to communicate uptime",
"Document rate limits and error handling explicitly"
]
}
```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/yes-no">
<img src="https://prowl.world/badge/yes-no.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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