52
/100
prowl
Benchmarked Aug 13, 2026

EmailRep

Email address threat and risk prediction

emailaihr platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://docs.emailrep.io",
  "auth_method": "api_key",
  "auth_config": {
    "key_name": "key",
    "location": "query"
  },
  "endpoints": [
    {
      "path": "/",
      "method": "GET",
      "description": "Root endpoint, likely documentation index."
    },
    {
      "path": "/query/",
      "method": "GET",
      "description": "Query email reputation. Requires 'email' query parameter. Returns JSON object with email, reputation, suspicious, references, details, etc."
    },
    {
      "path": "/summary/",
      "method": "GET",
      "description": "Get summary statistics for an email. Requires 'email' query parameter. Returns JSON object with email, reputation, suspicious, references, details, etc."
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Limited free queries per day (approx 1000) without API key. Higher limits with API key, paid plans for more usage."
    }
  },
  "rate_limits": {
    "free": "~1,000 requests per day per IP without key",
    "paid": "Varies by plan, can scale up"
  },
  "capabilities": [
    "Email reputation scoring",
    "Threat detection (scam, fraud, phishing)",
    "Email risk prediction",
    "Domain reputation analysis",
    "Historical email behavior",
    "Integration with HR and security workflows"
  ],
  "raw_analysis": "EmailRep is a mature platform-focused service that provides email threat intelligence, primarily for fraud prevention, security operations, and HR screening. It leverages a large database of email addresses and domains to predict risk. The platform offers a REST API and a Python client. It is used by security teams, HR platforms, and CRM systems. The service is freemium with a free tier for developers and paid tiers for production. It has been around since 2019 and has a trust reputation score system. Integrations include Slack, Chrome extension, and various security tools. The documentation is clear and provides endpoints, parameters, and examples. Key capabilities include email reputation scoring, suspicious flags, and detailed risk analysis. The service is not a general-purpose platform but a specialized API for email risk assessment. It requires an API key for higher limits, but basic queries work without one. The raw analysis focuses on its utility in threat detection and its integration potential."
}
Execute

0/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /429410ms
robots_txtGET /robots.txt40455ms
llms_txtGET /llms.txt40449ms
Interpret
```json
{
  "overall": 42,
  "dimensions": {
    "token_efficiency": 6.0,
    "first_try_success": 4.0,
    "response_parseability": 8.0,
    "error_clarity": 3.0,
    "doc_quality": 4.0,
    "auth_simplicity": 6.0,
    "latency": 6.5,
    "consistency": 3.5
  },
  "pricing_normalized": {
    "free_tier_requests_per_day": 1000,
    "model": "freemium",
    "notes": "Limited free queries without API key; higher limits and paid plans available"
  },
  "issues": [
    "Website returns 429 (rate limited) on initial check, indicating potential reliability issues",
    "No robots.txt or llms.txt endpoints - poor machine readability",
    "No security headers detected on responses",
    "Vercel Security Checkpoint triggered, suggesting bot detection may hinder automated access",
    "No documentation or getting-started guides accessible in automated checks",
    "Inconsistent infrastructure (nginx/1.10.3 Ubuntu for 404s vs Vercel for main site)"
  ],
  "recommendations": [
    "Add llms.txt and robots.txt for AI agent discoverability",
    "Reduce rate limiting on initial requests or provide clearer rate limit headers",
    "Add comprehensive API documentation with clear error codes and rate limit guidelines",
    "Implement proper security headers consistently across all endpoints",
    "Consider whitelisting legitimate AI agent traffic or providing a dedicated API access path"
  ]
}
```

Agent Readiness

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

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