Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://unsplash.com/developers",
"auth_method": "api_key",
"auth_config": {},
"endpoints": [],
"pricing_model": {"type": "freemium", "details": {}},
"rate_limits": {},
"capabilities": ["photo search", "photo metadata", "photo download", "user profiles", "collections"],
"raw_analysis": "Unsplash is a stock photography platform that offers a free API for developers to integrate high-quality, crowd-sourced photos into their applications. The service is mature, launched in 2013, and has a large community of photographers contributing content. The API provides endpoints for searching photos, retrieving metadata, downloading photos, accessing user profiles, and managing collections. Authentication uses an API key, and the service operates on a freemium model: the standard API is free for low-volume usage, with premium tiers for higher limits and additional features. Rate limits are typically based on the number of requests per hour, though specific values are not documented in this prompt. The platform is well-documented and supports integration with various development languages. It targets developers building websites, apps, or products that need high-quality imagery. No OAuth is required for public content, but OAuth is available for accessing user-specific data. The raw analysis also notes that Unsplash has educational and commercial offerings, and the API is widely used in tutorials and production applications. Pricing details are not fully specified, but the freeloader tier is sufficient for many use cases."
}1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 154ms |
| robots_txt | GET /robots.txt | 404 | 71ms |
| llms_txt | GET /llms.txt | 404 | 77ms |
```json
{
"overall": 55,
"dimensions": {
"token_efficiency": 7.0,
"first_try_success": 5.0,
"response_parseability": 6.0,
"error_clarity": 4.0,
"doc_quality": 5.0,
"auth_simplicity": 5.0,
"latency": 9.0,
"consistency": 4.0
},
"pricing_normalized": {
"freemium": 60
},
"issues": [
"robots.txt returns 404 - may not properly document scraping rules for automated access",
"llms.txt returns 404 - no structured LLM/AI agent documentation available",
"Limited metadata about API availability or structured data endpoints",
"Freemium model details not specified - unclear on feature limitations for agents"
],
"recommendations": [
"Add an llms.txt file to provide structured documentation for AI agents",
"Document clear API endpoints and rate limits for programmatic access",
"Specify freemium tier limitations explicitly (watermarks, resolution caps, quota)",
"Provide robots.txt to define allowed/disallowed paths for automated tools",
"Add a getting-started guide focused on API usage for developers/agents"
]
}
```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/unsplash">
<img src="https://prowl.world/badge/unsplash.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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