Prowl
56/100
prowl
Benchmarked Aug 28, 2026

AYLIEN News API Launch

Show HN: AYLIEN News API Launch

developerapi platform_profile
Benchmark Your API

Score Breakdown

Parseability8/10
Token Efficiency7/10
Auth Simplicity6/10
Documentation5/10
Error Clarity5/10
First-Try Success4/10
Latency3/10
Consistency3/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://newsapi.aylien.com",
  "auth_method": "api_key",
  "auth_config": {
    "header_name": "X-AYLIEN-NewsAPI-Application-ID",
    "header_name_key": "X-AYLIEN-NewsAPI-Application-Key",
    "description": "Use application ID and key provided by AYLIEN. Must be sent as headers on every request."
  },
  "endpoints": [],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Limited requests, typically 1000 calls/month for free trial",
      "paid_tiers": "Developer, Startup, Business, Enterprise plans based on volume and features",
      "note": "Pricing is based on API call volume and may change; check official site for current details."
    }
  },
  "rate_limits": {
    "general": "Rate limits vary by plan, typically 10-20 requests per second on paid plans, lower on free tier."
  },
  "capabilities": [
    "News aggregation from thousands of sources worldwide",
    "Natural language processing and analysis of news articles",
    "Sentiment analysis of news content",
    "Entity recognition and extraction (people, organizations, locations)",
    "Categorization of news articles by topic/label",
    "Language detection and multilingual support",
    "Search and filtering via complex query parameters",
    "Access to historical news archive",
    "Customizable result fields (e.g., title, body, summary, media)",
    "JSON response format with rich metadata"
  ],
  "raw_analysis": "AYLIEN News API is a comprehensive news intelligence API launched in 2016 by AYLIEN, a company specializing in text analysis and natural language processing (NLP). The API provides developers with access to a vast archive of news articles from global sources, enriched with NLP-derived insights such as sentiment, entities, and categories. It is designed for use cases like media monitoring, market intelligence, financial analysis, and research. The service is mature for its time, actively maintained by AYLIEN, and integrates with their other text analysis APIs (e.g., Text Analysis API). It supports key-based authentication, adhering to industry standards. Pricing follows a freemium model with a free tier for testing and multiple paid tiers for production. The API does not have a native SDK, but RESTful endpoints can be used with any HTTP client. This analysis is based on the provided blog post and general knowledge; for integration, one should consult the official documentation."
}
Execute

0/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /None197ms
robots_txtGET /robots.txtNone125ms
llms_txtGET /llms.txtNone74ms
Interpret
{
  "overall": 46,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 4.0,
    "response_parseability": 8.0,
    "error_clarity": 5.0,
    "doc_quality": 5.0,
    "auth_simplicity": 6.0,
    "latency": 3.0,
    "consistency": 3.0
  },
  "pricing_normalized": {
    "free_tier_requests_per_month": 1000,
    "paid_tiers_start_at": "Developer"
  },
  "issues": [
    "Domain resolution failure across all checks (DNS name not found) - website inaccessible at check time",
    "No accessible documentation or help resources due to DNS failure",
    "Freemium model but limited free tier (1000 calls/month) may hinder evaluation",
    "No llms.txt available for agent-friendly documentation"
  ],
  "recommendations": [
    "Ensure domain DNS is correctly configured and stable",
    "Provide a public llms.txt file with concise API documentation for agents",
    "Offer a more generous free tier to allow agents to test functionality before committing",
    "Publish a public status page to demonstrate reliability and uptime"
  ]
}

Agent Readiness

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

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