42
/100
prowl
Benchmarked Sep 26, 2026

Prowl Design Verified

API design tools for agent integrations.

devtools platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://design.prowl.world",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "API design tooling",
    "Agent integration design",
    "Developer tooling"
  ],
  "raw_analysis": "Prowl Design (https://design.prowl.world/) is positioned as a devtools offering 'API design tools for agent integrations.' Based on the very limited available information, it appears to be a web-based platform rather than a traditional REST API service. No public REST API, authentication scheme, or documented endpoints were identified from the provided material. The name 'Prowl Design' and the domain suggest a design-oriented interface, likely for prototyping, specifying, or modeling APIs intended to be consumed by autonomous agents. The target audience appears to be developers and API designers building agent-facing interfaces. Maturity is unclear: there is no evidence of public documentation, SDKs, status page, or a pricing page, which suggests either an early-stage product or a private/internal tool. Integrations are unknown, though the focus on 'agent integrations' implies potential compatibility with agent frameworks or API specification formats. Because no API surface is documented, this analyzer treats it as a platform with no discoverable public REST API."
}
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20067ms
robots_txtGET /robots.txt20027ms
llms_txtGET /llms.txt40412ms
Interpret
{
  "overall": 42,
  "dimensions": {
    "token_efficiency": 5.0,
    "first_try_success": 4.0,
    "response_parseability": 3.0,
    "error_clarity": 3.0,
    "doc_quality": 3.0,
    "auth_simplicity": 4.0,
    "latency": 10.0,
    "consistency": 6.0
  },
  "pricing_normalized": {
    "model": "unknown",
    "note": "No pricing information available anywhere in the check results"
  },
  "issues": [
    "No llms.txt (404) — agents have no machine-readable summary of the platform",
    "Missing security headers on all responses",
    "No public API surface or structured data endpoints discovered",
    "No pricing model information exposed",
    "No authentication/onboarding flow details available",
    "Appears to be a single-host design workshop page with no documentation or help resources linked"
  ],
  "recommendations": [
    "Publish an llms.txt so agents can summarize the product without scraping HTML",
    "Expose a public API or structured export (OpenAPI/JSON schema) to enable programmatic use",
    "Document pricing and signup flow publicly",
    "Add HTTP security headers (HSTS, CSP, X-Content-Type-Options) for trust signals",
    "Create getting-started docs so first-try success is achievable in minutes",
    "Clarify what 'agent-first spec workshop' concretely offers with examples"
  ]
}

Agent Readiness

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

Vendor Profile

API design tools for agent integrations.

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<a href="https://prowl.world/service/prowl-design">
  <img src="https://prowl.world/badge/prowl-design.svg" height="56" alt="Agent-readiness on Prowl">
</a>

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