78
/100
prowl
Benchmarked Aug 21, 2026

Aftership

API to update, manage and track shipment efficiently

api platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://developers.aftership.com",
  "auth_method": "api_key",
  "auth_config": {
    "type": "api_key",
    "header": "aftership-api-key",
    "description": "API key required for authentication, passed in request header 'aftership-api-key'."
  },
  "endpoints": [],
  "pricing_model": {
    "type": "subscription",
    "details": "Offers free trial and tiered subscription plans based on API usage and features. Specific plans available on aftership.com/pricing."
  },
  "rate_limits": {},
  "capabilities": [
    "Shipment tracking",
    "Shipment management",
    "Automated tracking updates",
    "Tracking notifications",
    "Multi-carrier support",
    "Webhook integration",
    "Analytics and reporting",
    "Branded tracking pages",
    "E-commerce integrations (Shopify, etc.)"
  ],
  "raw_analysis": "AfterShip is a mature shipment tracking and management platform providing APIs for e-commerce businesses to automate tracking, manage shipments, and enhance customer experience. The API documentation indicates a comprehensive RESTful API with endpoints for creating, updating, and retrieving tracking information, as well as webhooks for real-time updates. Authentication uses an API key, which is typical for such services. The platform supports numerous carriers globally and integrates with major e-commerce platforms like Shopify, making it a robust solution for online retailers. The documentation is developer-focused, with clear reference guides and quick-start resources. Pricing is subscription-based with a free trial, and rate limits may exist depending on the plan, though specifics are not disclosed in the provided content. Overall, AfterShip is a well-established, feature-rich platform suitable for businesses needing reliable shipment tracking integration."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200416ms
robots_txtGET /robots.txt200345ms
llms_txtGET /llms.txt200313ms
Interpret
```json
{
  "overall": 82,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 7.5,
    "response_parseability": 9.0,
    "error_clarity": 6.5,
    "doc_quality": 7.0,
    "auth_simplicity": 7.5,
    "latency": 9.0,
    "consistency": 8.5
  },
  "pricing_normalized": {
    "model": "subscription",
    "trial": true,
    "tiers": true,
    "notes": "Tiered plans based on API usage, details at aftership.com/pricing"
  },
  "issues": [
    "No llms.txt found - documentation not structured for agent discovery",
    "Robots.txt test actually returned HTML page (not robots.txt content) - misconfiguration or blocking",
    "Cloudflare bot protection detected (score 12) - may add friction for automated agents",
    "Pricing details not included in the analyzed content - requires separate lookup",
    "Error handling unclear from available information - no explicit API error documentation visible"
  ],
  "recommendations": [
    "Add llms.txt to improve agent discoverability of API docs and capabilities",
    "Ensure robots.txt actually serves robot instructions rather than HTML page",
    "Consider lowering Cloudflare bot challenge threshold to reduce friction for legitimate agents",
    "Publish clear API error codes and rate limit docs for better error clarity",
    "Add prominent getting-started guide with API key generation flow"
  ]
}
```

Agent Readiness

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

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