Show HN: Location Extraction API Launch, Place Spotter
Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "http://blog.mapplas.com",
"auth_method": "unknown",
"auth_config": {},
"endpoints": [],
"pricing_model": {"type": "unknown", "details": {}},
"rate_limits": {},
"capabilities": ["location extraction", "geocoding", "place identification", "text analysis for location data"],
"raw_analysis": "The provided URL is a blog post announcing the launch of 'Place Spotter', a location extraction API by Mapplas. While the post itself is informational, it references an API service for extracting location data from text. However, details such as authentication, endpoints, pricing, and rate limits are not specified in the given content. The platform appears to target developers needing to parse locations from unstructured text, likely for applications in logistics, travel, or data enrichment. Maturity is unclear, but the post suggests a new launch. No public REST API documentation is directly accessible from the provided URL. The service type is 'platform' as it offers an API-based capability. Given the lack of direct API specifications, further investigation or official documentation would be required to populate technical fields."
}0/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | None | 202ms |
| robots_txt | GET /robots.txt | None | 162ms |
| llms_txt | GET /llms.txt | None | 176ms |
{
"overall": 20,
"dimensions": {
"token_efficiency": 5.0,
"first_try_success": 1.0,
"response_parseability": 2.0,
"error_clarity": 1.0,
"doc_quality": 1.0,
"auth_simplicity": 1.0,
"latency": 2.0,
"consistency": 1.0
},
"pricing_normalized": {},
"issues": [
"Website is not responding — all HTTP checks failed with 'Server disconnected without sending a response'.",
"No robots.txt or llms.txt available, indicating no structured agent documentation.",
"Pricing model is unknown, making it impossible to evaluate cost for agents.",
"No security headers present (if any response existed), raising trust concerns."
],
"recommendations": [
"Ensure the website is stable and responds with 200 OK; fix server disconnect issues.",
"Provide llms.txt and basic API documentation to enable agent onboarding.",
"Publish clear pricing details to help agents evaluate cost-effectiveness.",
"Add security headers and a status page to improve reliability perception."
]
}Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
<a href="https://prowl.world/service/location-extraction-api-launch-place-spotter">
<img src="https://prowl.world/badge/location-extraction-api-launch-place-spotter.svg" height="56" alt="Agent-readiness on Prowl">
</a>
See operational metrics, LLM evaluations, agent readiness, and more.
Open in Dashboard