67
/100
prowl
Benchmarked Aug 07, 2026

apilayer mediastack

Free, Simple REST API for Live News & Blog Articles

api platform_profile
Benchmark Your API

Score Breakdown

Token Efficiency 8/10
Parseability 8/10
Latency 7/10
Consistency 6/10
Documentation 6/10
Auth Simplicity 6/10
First-Try Success 6/10
Error Clarity 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200418ms
robots_txtGET /robots.txt200105ms
llms_txtGET /llms.txt404176ms
Interpret
```json
{
  "overall": 62,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 6.5,
    "response_parseability": 7.5,
    "error_clarity": 5.0,
    "doc_quality": 6.0,
    "auth_simplicity": 5.5,
    "latency": 7.0,
    "consistency": 6.5
  },
  "pricing_normalized": {},
  "issues": [
    "No llms.txt file, making it harder for AI agents to discover the platform's capabilities and documentation programmatically.",
    "The robots.txt appears to be shared or inherited from another service (numverify.com), which could confuse agents about the service's scope.",
    "Pricing model details are missing from the analysis, making it unclear to agents whether the free tier is sufficient for testing.",
    "No explicit documentation about API limitations (rate limits, required fields) detected in the scanned pages."
  ],
  "recommendations": [
    "Add a dedicated llms.txt file with concise API overview, authentication method, endpoint list, and pricing tiers.",
    "Create a clear getting-started guide that explicitly states signup process, API key generation, and first API call example in a few lines.",
    "Publish a pricing page with clear free tier details (requests/month) so agents can recommend balancing cost vs. use case.",
    "Document error codes and response structures in a machine-readable format (OpenAPI/Swagger) for better parseability."
  ]
}
```

Agent Readiness

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

Embed your Prowl badge

Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.

Prowl agent-readiness badge
<a href="https://prowl.world/service/apilayer-mediastack">
  <img src="https://prowl.world/badge/apilayer-mediastack.svg" height="56" alt="Agent-readiness on Prowl">
</a>

Options: ?style=light|dark · ?size=sm|md · ?variant=certified (claimed + DNS-verified only) · badge generator with preview

Want the full interactive view?

See operational metrics, LLM evaluations, agent readiness, and more.

Open in Dashboard