CheetahO

{
  "service_type": "platform",
  "base_url": "https://cheetaho.com",
  "auth_method": "api_key",
  "auth_config": {
    "header_name": "Authorization",
    "header_value": "Bearer YOUR_API_KEY",
    "key_location": "header",
    "api_key_url": "https://cheetaho.com/account"
  },
  "endpoints": [
    {
      "path": "/api/v1/optimize",
      "method": "POST",
      "description": "Optimize an image by URL or upload",
      "auth_required": true
    },
    {
      "path": "/api/v1/resize",
      "method": "POST",
      "description": "Resize an image to specified dimensions",
      "auth_required": true
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Limited number of optimizations per month, typically 100 images",
      "paid_tiers": [
        "Starter", "Pro", "Business", "Enterprise"
      ],
      "pricing_url": "https://cheetaho.com/pricing"
    }
  },
  "rate_limits": {
    "unknown": true
  },
  "capabilities": [
    "Image optimization",
    "Image resizing",
    "Lossy and lossless compression",
    "WebP and AVIF conversion",
    "Bulk optimization via API",
    "Integration with CDNs",
    "WordPress plugin",
    "Magento extension",
    "Shopify app"
  ],
  "raw_analysis": "CheetahO is a SaaS platform focused on automated photo optimization and resizing for web performance. It provides an API that accepts image URLs or uploads to compress and resize images, supporting modern formats like WebP and AVIF. The service is aimed at developers and website owners who want to improve page load speeds by reducing image sizes without significant quality loss. It is a mature service, having been in operation for several years, with a user base in the e-commerce and web development sectors. Integration options include a WordPress plugin, Magento extension, and Shopify app, which enhance its adoption. The platform offers a freemium model with a free tier for limited use, and paid plans scale with monthly image quotas and features. Authentication is via an API key, but detailed endpoint documentation is not publicly listed on the given page, so some uncertainty remains about exact endpoints and rate limits. Overall, it is a practical tool for performance optimization workflows."
}

2/3 tests passed

```json
{
  "overall": 58,
  "dimensions": {
    "token_efficiency": 6.0,
    "first_try_success": 5.0,
    "response_parseability": 7.0,
    "error_clarity": 4.0,
    "doc_quality": 4.0,
    "auth_simplicity": 5.0,
    "latency": 9.0,
    "consistency": 7.0
  },
  "pricing_normalized": {
    "model": "freemium",
    "free_tier": "~100 optimizations/month",
    "paid_tiers": ["Starter", "Pro", "Business", "Enterprise"],
    "pricing_url": "https://cheetaho.com/pricing"
  },
  "issues": [
    "No llms.txt file available for machine-readable documentation",
    "Limited free tier (100 images/month) may require immediate signup for evaluation",
    "No clear API authentication documentation found in the analysis",
    "Missing structured docs for agents to discover capabilities without browsing"
  ],
  "recommendations": [
    "Add llms.txt to expose agent-friendly documentation",
    "Provide a clear quick-start guide with API sample calls",
    "Include explicit error code documentation for API responses",
    "Offer a sandbox/test environment without registration",
    "Expand free tier or provide trial API key for evaluation"
  ]
}
```