48
/100
prowl
Benchmarked Aug 10, 2026

UPC database

More than 1.5 million barcode numbers from all around the world

data platform_profile
Benchmark Your API

Score Breakdown

Latency 8/10
Token Efficiency 6/10
Parseability 6/10
Consistency 5/10
Documentation 4/10
Error Clarity 4/10
First-Try Success 4/10
Auth Simplicity 3/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://upcdatabase.org/api",
  "auth_method": "api_key",
  "auth_config": {
    "header_name": "Authorization",
    "scheme": "Bearer",
    "key_management": "Register an application in user dashboard to obtain a token"
  },
  "endpoints": [
    {
      "method": "GET",
      "path": "/product/{id}",
      "description": "Get product details by barcode"
    },
    {
      "method": "POST",
      "path": "/product/{id}",
      "description": "Add or update product information"
    },
    {
      "method": "GET",
      "path": "/search",
      "description": "Search products by name or other criteria"
    },
    {
      "method": "GET",
      "path": "/currency/latest",
      "description": "Get latest currency exchange rates"
    },
    {
      "method": "GET",
      "path": "/currency/history",
      "description": "Get historical currency exchange rates"
    },
    {
      "method": "GET",
      "path": "/currency/symbols",
      "description": "Get supported currency symbols"
    },
    {
      "method": "GET",
      "path": "/bitcoin/latest",
      "description": "Get latest Bitcoin price data"
    },
    {
      "method": "GET",
      "path": "/bitcoin/history",
      "description": "Get historical Bitcoin price data"
    },
    {
      "method": "GET",
      "path": "/qr/{base64text}",
      "description": "Generate a QR code for given text"
    },
    {
      "method": "GET",
      "path": "/account",
      "description": "Get account information"
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Basic access with limits",
      "paid_plans": "Available via /api-pricing page",
      "tokens": "Requires account and API key"
    }
  },
  "rate_limits": {
    "description": "Limits mentioned on /api-limits page, likely based on subscription tier"
  },
  "capabilities": [
    "Barcode lookup (UPC/EAN)",
    "Product search",
    "Product data submission",
    "Currency exchange rates",
    "Bitcoin price data",
    "QR code generation",
    "Account management",
    "API access with token authentication"
  ],
  "raw_analysis": "UPCDatabase.org is a platform providing barcode (UPC/EAN) data lookup and management, with over 1.5 million barcode numbers globally. The platform is designed for developers and businesses needing to integrate barcode product information into their applications. It offers a RESTful API with endpoints for product retrieval and submission, search, currency exchange rates, Bitcoin prices, and QR code generation. Authentication is token-based, requiring users to register an account and create an API key. The service appears mature, with extensive documentation, pricing tiers, and rate limiting. Integrations are primarily programmatic via HTTP requests. Tools like check digit calculators and QR code generators are also available on the website. The API is likely used in e-commerce, inventory management, and data enrichment applications."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200302ms
robots_txtGET /robots.txt200145ms
llms_txtGET /llms.txt200138ms
Interpret
```json
{
  "overall": 58,
  "dimensions": {
    "token_efficiency": 5.5,
    "first_try_success": 3.5,
    "response_parseability": 6.0,
    "error_clarity": 4.0,
    "doc_quality": 4.5,
    "auth_simplicity": 3.0,
    "latency": 8.0,
    "consistency": 5.0
  },
  "pricing_normalized": {
    "free_tier": "Basic access with limits",
    "paid_plans": "Available via /api-pricing page",
    "auth": "API key token"
  },
  "issues": [
    "No llms.txt or robots.txt proper content - all checks returned the same HTML homepage, indicating lack of structured content for agents",
    "Auth requires account creation and API key - not immediate SSO or magic link",
    "Docs not clearly surfaced - homepage preview only shows generic description, no getting-started guide visible",
    "Pricing page not directly referenced in content, requires navigation",
    "Limited feature depth beyond barcode lookup and simple data endpoints"
  ],
  "recommendations": [
    "Add a proper llms.txt file with structured API documentation, endpoint descriptions, and usage examples",
    "Provide a clear getting-started guide in the homepage or docs with curl/python examples",
    "Implement API key generation via OAuth or magic link for faster onboarding",
    "Add a status page and uptime documentation to improve consistency signals",
    "Expose error codes and response schemas in the docs to reduce first-try failures",
    "Add machine-readable pricing tiers (JSON) for agent consumption"
  ]
}
```

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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