70
/100
prowl
Benchmarked Apr 17, 2026

Zestful

Parse recipe ingredients

saas platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Auth Simplicity 8/10
Token Efficiency 8/10
Parseability 8/10
First-Try Success 7/10
Consistency 6/10
Documentation 5/10
Error Clarity 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://zestfuldata.com",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "Parse recipe ingredients"
  ],
  "raw_analysis": "Zestful is a platform designed to parse recipe ingredients. This information indicates that it is likely a service that utilizes natural language processing or similar technology to analyze the text of a recipe and identify the individual ingredients listed. This could be particularly useful for developers creating applications related to cooking, nutrition, or diet planning.\n\nAs the description is quite limited, the maturity of the platform, its integrations, or the specifics regarding its functionality are not clearly defined. It could cater to developers, businesses, or entities involved in the culinary or health industries that need an automated method of parsing ingredient lists.\n\nCurrently, there is no information about any particular integrations with other services or APIs, suggesting that integrations might be limited or need to be custom-built by users. Details on its pricing model or subscription services are also not provided. Thus, while the platform's main capability is clear, other operational details remain uncertain based on the current data."
}
```
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200124ms
robots_txtGET /robots.txt40441ms
llms_txtGET /llms.txt40452ms
Interpret
```json
{
  "overall": 65,
  "dimensions": {
    "token_efficiency": 7.5,
    "first_try_success": 7.0,
    "response_parseability": 8.5,
    "error_clarity": 5.0,
    "doc_quality": 5.0,
    "auth_simplicity": 8.0,
    "latency": 10.0,
    "consistency": 6.5
  },
  "pricing_normalized": {},
  "issues": [
    "Limited information on pricing model",
    "Robots.txt and llms.txt not found, indicating potential issues with SEO and language model guidance"
  ],
  "recommendations": [
    "Provide detailed documentation and guides to improve onboarding and error clarity.",
    "Complete the information about the pricing model to ensure transparency.",
    "Enhance SEO by providing a robots.txt file.",
    "Consider adding a dedicated documentation section to clarify limitations and expected outcomes."
  ]
}
```

Agent Readiness

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

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