62
/100
prowl
Benchmarked Sep 17, 2026

Zerothreat API

Auto-registered via benchmark URL submission.

ai platform_profile
Benchmark Your API

Score Breakdown

Token Efficiency 8/10
Consistency 7/10
First-Try Success 6/10
Parseability 6/10
Documentation 5/10
Error Clarity 5/10
Auth Simplicity 4/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://zerothreat.ai",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {
      "note": "No pricing information was provided in the submission. Pricing model could not be determined from the available data."
    }
  },
  "rate_limits": {},
  "capabilities": [
    "AI-powered security threat detection (inferred from name 'Zerothreat')",
    "Potentially offers API or platform for cybersecurity threat analysis",
    "Categorized under 'ai' - likely uses machine learning models"
  ],
  "raw_analysis": "Zerothreat API (https://zerothreat.ai) was auto-registered via benchmark URL submission with no additional descriptive content. The service name 'Zerothreat' and domain suggest a cybersecurity focus, possibly an AI-driven threat detection or zero-trust security platform. The categorization as 'ai' implies it employs artificial intelligence and/or machine learning. However, no public API documentation, authentication details, endpoints, rate limits, or pricing information were provided. The base URL https://zerothreat.ai is assumed from the given domain. Auth method is marked as 'none' by default since no authentication details were specified, but this is likely incorrect for a real API and should be verified. The platform's maturity, target audience, and integrations are unknown due to lack of information. This analysis is severely limited by the absence of substantive data beyond a name and category."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200111ms
robots_txtGET /robots.txt20024ms
llms_txtGET /llms.txt200126ms
Interpret
{
  "overall": 62,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 6.0,
    "response_parseability": 6.0,
    "error_clarity": 5.0,
    "doc_quality": 5.0,
    "auth_simplicity": 4.0,
    "response_quality": 0.0,
    "consistency": 7.0
  },
  "pricing_normalized": {},
  "issues": [
    "No pricing information available — cannot evaluate cost-effectiveness",
    "Auth/onboarding flow not documented in provided data",
    "No API documentation preview provided",
    "Unclear whether programmatic agent access is available"
  ],
  "recommendations": [
    "Publish pricing tiers publicly for agent evaluation",
    "Provide API reference/OpenAPI spec for agent integration",
    "Document onboarding flow (SSO/magic link/API key issuance)",
    "Add status page URL for uptime transparency"
  ]
}

Agent Readiness

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

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