UK Companies House

1/3 tests passed

```json
{
  "overall": 40,
  "dimensions": {
    "token_efficiency": 5.0,
    "first_try_success": 3.0,
    "response_parseability": 2.0,
    "error_clarity": 4.0,
    "doc_quality": 4.0,
    "auth_simplicity": 6.0,
    "latency": 8.0,
    "consistency": 4.0
  },
  "pricing_normalized": {},
  "issues": [
    "No structured pricing or capabilities data available in analysis",
    "No /llms.txt file (required for AI agent discoverability)",
    "No /robots.txt file returning 404 (minor but indicates missing SEO/AI guidance)",
    "Platform appears to be a government developer hub, not a specific service — unclear value proposition for agents",
    "Lack of API-first documentation or machine-readable endpoints"
  ],
  "recommendations": [
    "Add an llms.txt file to help AI agents understand what the platform offers",
    "Publish structured capabilities and pricing data (JSON or YAML)",
    "Provide a dedicated developer API or webhook for agency workflows",
    "Include authentication methods like API keys or OAuth 2.0 with clear docs for agent integration"
  ]
}
```