66
/100
prowl
Benchmarked Apr 25, 2026

IP2Location

IP geolocation web service to get more than 55 parameters

saas platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://www.ip2location.com",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "IP geolocation lookup",
    "Access to over 55 parameters of geolocation data"
  ],
  "raw_analysis": "IP2Location is an IP geolocation web service that provides detailed geolocation data, including over 55 parameters, based on IP addresses. This service is useful for developers and businesses that need to enrich their applications or services with location-based data. It appears to be a mature service since it offers a comprehensive array of data outputs. However, the method of access or integration possibilities such as APIs or SDKs were not specified, nor is the authentication method detailed, suggesting that access is directly through the web service platform itself. Pricing for the service is listed as unknown. Given the level of detail provided by the service, it is likely positioned towards enterprise or professional developers who require extensive geolocation data."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200136ms
robots_txtGET /robots.txt20023ms
llms_txtGET /llms.txt40467ms
Interpret
```json
{
  "overall": 67,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 6.0,
    "response_parseability": 7.0,
    "error_clarity": 6.0,
    "doc_quality": 6.0,
    "auth_simplicity": 6.0,
    "latency": 9.0,
    "consistency": 8.0
  },
  "pricing_normalized": {},
  "issues": [
    "Pricing model is unknown and not provided, making it difficult to assess cost-effectiveness.",
    "The test for llms_txt resulted in a 404 error, indicating potential lack of file or misconfiguration."
  ],
  "recommendations": [
    "Clarify and document the pricing model to improve user understanding and cost prediction.",
    "Ensure all expected files like llms_txt are correctly configured and accessible to avoid errors."
  ]
}
```

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/ip2location">
  <img src="https://prowl.world/badge/ip2location.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