41
/100
prowl
Benchmarked Aug 10, 2026

Associated Press

Search for news and metadata from Associated Press

searchdata platform_profile Streaming
Benchmark Your API

Score Breakdown

Latency 9/10
Parseability 7/10
Consistency 5/10
Documentation 4/10
Token Efficiency 4/10
Error Clarity 3/10
Auth Simplicity 2/10
First-Try Success 2/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://developer.ap.org",
  "auth_method": "api_key",
  "auth_config": {
    "api_key_header": "Authorization",
    "api_key_format": "Bearer <token>",
    "obtaining_key": "Registration required via AP developer portal",
    "key_requirements": "Approval by AP editorial team; API keys per service/product"
  },
  "endpoints": [],
  "pricing_model": {
    "type": "subscription",
    "details": {
      "model": "Paid subscription, contract-based, enterprise-level",
      "pricing_tiers": "Custom quote; depending on volume, services (news text, images, video, archives), and usage",
      "free_tier": "No free tier; trial access available upon request",
      "cost_factors": "Data volume, content type, distribution rights, API call volume"
    }
  },
  "rate_limits": {
    "description": "Rate limits vary by contract and API product; not publicly documented",
    "limits": "Defined per agreement; typically per-second/per-minute and daily quotas",
    "enforcement": "HTTP 429 when exceeded"
  },
  "capabilities": [
    "Search and retrieve AP news articles, metadata, and multimedia (photos, video)",
    "Access to AP's content archive and real-time news feed",
    "Filtering by topic, location, date, and relevance",
    "Text extraction and full-text search",
    "Multimedia asset metadata (captions, credits, usage rights)",
    "Integration with editorial workflows and newsroom systems",
    "Support for public and private API access depending on subscription"
  ],
  "raw_analysis": "The Associated Press (AP) developer portal offers a suite of APIs for accessing news content, metadata, and multimedia. The platform targets professional media organizations, news agencies, broadcasters, and digital publishers, as well as data scientists requiring structured news data. It is a mature, enterprise-grade offering from a globally recognized news institution, providing comprehensive search capabilities over AP's expansive news archive and real-time feeds. The service is not self-serve; it requires registration, business negotiation, and often a content licensing agreement. Authentication is via API keys (typically Bearer tokens) provisioned per customer. Pricing is subscription-based and custom-negotiated, varying with content types, volume, and rights. Rate limits are contractually defined and not publicly documented. The platform integrates with major newsroom systems (e.g., content management systems, wire services) and offers rich metadata for AI/analytics use. However, given the lack of public endpoint documentation in the provided data, full API specifics are not disclosed here. Maturity is high, backed by AP's editorial standards and technical infrastructure. It offers no free tier, but trial access can be requested. Overall, it is a robust data API but not suitable for small-scale or non-commercial projects without significant commitment."
}
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20063ms
robots_txtGET /robots.txt404107ms
llms_txtGET /llms.txt40422ms
Interpret
```json
{
  "overall": 28,
  "dimensions": {
    "token_efficiency": 4.0,
    "first_try_success": 2.0,
    "response_parseability": 7.0,
    "error_clarity": 3.0,
    "doc_quality": 4.0,
    "auth_simplicity": 2.0,
    "latency": 9.0,
    "consistency": 5.0
  },
  "pricing_normalized": {
    "model": "contract-based enterprise subscription",
    "free_tier": "none",
    "trial": "on request",
    "cost_visibility": "opaque"
  },
  "issues": [
    "No free tier – requires enterprise sales contract, making it practically inaccessible for individual agents or small teams",
    "No publicly available API documentation or developer portal visible on the main site",
    "Auth requires enterprise onboarding (contract negotiation, API keys, legal agreements) – not self-serve",
    "No robots.txt or llms.txt – suggests limited machine-readable guidance for agents",
    "Pricing is opaque (custom quote only), requiring human negotiation for every use case"
  ],
  "recommendations": [
    "Add a self-serve developer portal with API keys (even trial keys) to enable agent onboarding without sales calls",
    "Publish clear API documentation with examples of request/response schemas",
    "Create a public llms.txt or machine-readable capabilities summary for agent discovery",
    "Offer a metered, pay-as-you-go pricing tier to reduce entry friction",
    "Add sample code and sandbox test environment to demonstrate successful integration paths"
  ]
}
```

Agent Readiness

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

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