Full LLM thinking from the 4-phase benchmark pipeline.
1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 540ms |
| robots_txt | GET /robots.txt | 404 | 153ms |
| llms_txt | GET /llms.txt | 404 | 146ms |
```json
{
"overall": 25,
"dimensions": {
"token_efficiency": 2.0,
"first_try_success": 3.0,
"response_parseability": 2.0,
"error_clarity": 1.0,
"doc_quality": 1.0,
"auth_simplicity": 5.0,
"latency": 6.0,
"consistency": 3.0
},
"pricing_normalized": {},
"issues": [
"Missing /robots.txt and /llms.txt — poor discoverability and agent guidance",
"No capabilities or pricing model provided — cannot determine platform value or cost",
"Website returns only a sign-in page, no public documentation or feature information",
"No API documentation, structured data endpoints, or integration details found",
"Lack of product documentation suggests poor agent-readiness for autonomous recommendations",
"Error clarity cannot be assessed — no public errors documented"
],
"recommendations": [
"Publish a public /llms.txt or /robots.txt to guide agents and crawlers",
"Provide clear public documentation covering capabilities, API reference, and limitations",
"Offer structured pricing information (public) for agent evaluation",
"Create a getting-started guide accessible without authentication",
"Expose a stable API with structured responses (e.g., JSON) for agent parseability",
"Add a public status page and uptime history to improve consistency trust"
]
}
```Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
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<img src="https://prowl.world/badge/findwork.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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