83
/100
prowl
Benchmarked Apr 08, 2026

MailboxValidator

Validate email address to improve deliverability

emailai platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Parseability 10/10
Token Efficiency 9/10
Consistency 8/10
Auth Simplicity 8/10
First-Try Success 8/10
Error Clarity 7/10
Documentation 6/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
Looking at MailboxValidator, this appears to be an email validation API service rather than a non-API platform tool. However, I'll analyze it from a platform perspective:

```json
{
  "service_type": "platform",
  "base_url": "https://www.mailboxvalidator.com",
  "auth_method": "api_key",
  "auth_config": {
    "key_location": "query_param",
    "param_name": "key"
  },
  "endpoints": [
    {
      "path": "/api-email-free",
      "method": "GET",
      "description": "Free email validation endpoint"
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Limited validations per month",
      "paid_tiers": "Higher validation quotas and additional features"
    }
  },
  "rate_limits": {
    "free_tier": "Rate limited (exact limits unknown)",
    "paid_tiers": "Higher rate limits based on plan"
  },
  "capabilities": [
    "Email address validation",
    "Disposable email detection", 
    "Syntax validation",
    "Domain validation",
    "MX record verification",
    "Deliverability scoring",
    "Free and paid API tiers",
    "Bulk email validation",
    "Email list cleaning"
  ],
  "raw_analysis": "MailboxValidator is an email validation service designed for developers, marketers, and businesses who need to verify email addresses before sending campaigns or storing user data. The platform helps improve email deliverability by identifying invalid, disposable, or risky email addresses. It appears to be a mature service offering both free and paid API tiers. The service is particularly valuable for email marketing platforms, CRM systems, user registration systems, and any application that collects email addresses. The '/api-email-free' endpoint suggests they offer a freemium model with basic validation capabilities available at no cost. This type of service is commonly integrated into signup forms, email marketing tools, and customer databases to maintain list hygiene and improve sender reputation. The platform likely targets developers building email-dependent applications as well as marketing teams managing large email lists."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200148ms
robots_txtGET /robots.txt20030ms
llms_txtGET /llms.txt40431ms
Interpret
```json
{
  "overall": 83,
  "dimensions": {
    "token_efficiency": 9.0,
    "first_try_success": 8.0,
    "response_parseability": 10.0,
    "error_clarity": 7.0,
    "doc_quality": 6.5,
    "auth_simplicity": 8.0,
    "latency": 10.0,
    "consistency": 7.5
  },
  "pricing_normalized": {
    "model": "freemium",
    "free_tier": "limited_validations",
    "paid_options": "higher_quotas_additional_features"
  },
  "issues": [
    "No llms.txt file found for AI agent discovery",
    "Limited visibility into API documentation quality from external assessment"
  ],
  "recommendations": [
    "Add llms.txt file at root domain to improve AI agent discoverability",
    "Ensure API documentation includes clear examples and error code explanations",
    "Consider adding bulk validation examples for agent use cases",
    "Document rate limits and usage quotas clearly for programmatic users"
  ]
}
```

Agent Readiness

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

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