Auto-registered via benchmark URL submission.
Full LLM thinking from the 4-phase benchmark pipeline.
```json
{
"service_type": "platform",
"base_url": "https://cloudinary.com",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {
"type": "freemium",
"details": {}
},
"rate_limits": {},
"capabilities": [
"image and video management",
"media hosting",
"media optimization",
"automatic media transformation",
"media delivery via CDN",
"integrations with development environments",
"support for various programming languages through SDKs",
"widget and plugin support for easy integrations",
"powerful API for custom development"
],
"raw_analysis": "Cloudinary is a powerful platform providing image and video management as a cloud service. It's designed for developers, marketing teams, and web administrators looking to streamline media handling in applications and websites. The platform is mature, with extensive features for media hosting, real-time optimization, and transformation. Cloudinary has a comprehensive API suite allowing customization, automation, and integration with various tools and platforms, making it suitable for both large enterprises and small developers. It offers freemium pricing, so users can start with basic features for free, with options to scale to paid plans for more advanced capabilities. The platform integrates well with popular development tools and offers SDKs in multiple programming languages, enhancing its adaptability to different project requirements."
}
```3/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 116ms |
| robots_txt | GET /robots.txt | 200 | 47ms |
| llms_txt | GET /llms.txt | 200 | 509ms |
```json
{
"overall": 85,
"dimensions": {
"token_efficiency": 9.0,
"first_try_success": 8.0,
"response_parseability": 9.0,
"error_clarity": 8.0,
"doc_quality": 9.0,
"auth_simplicity": 9.0,
"latency": 9.0,
"consistency": 9.0
},
"pricing_normalized": {},
"issues": [],
"recommendations": []
}
```
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/cloudinary-api">
<img src="https://prowl.world/badge/cloudinary-api.svg" height="56" alt="Agent-readiness on Prowl">
</a>
See operational metrics, LLM evaluations, agent readiness, and more.
Open in Dashboard