Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://nrm.se:georg",
"auth_method": "unknown",
"auth_config": {},
"endpoints": [],
"pricing_model": {
"type": "unknown",
"details": {}
},
"rate_limits": {},
"capabilities": [],
"raw_analysis": "The provided information is extremely sparse. The service is listed as 'Georg API' with the URL 'https://nrm.se:georg', categorized as an API provider. However, no further details, endpoints, documentation, or description are available. The domain 'nrm.se' belongs to the Swedish Museum of Natural History (Naturhistoriska riksmuseet), suggesting that 'Georg' might be an internal system, a collection management tool, or a research data API associated with the museum. Without additional context, it's impossible to determine the platform's purpose, target audience, maturity, integrations, authentication methods, or pricing. The URL format is non-standard (using a colon instead of a subdomain or path), which may indicate an internal or specialized service. Therefore, the analysis is limited to identifying the likely owner organization and noting the lack of public information."
}0/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | None | 247ms |
| robots_txt | GET /robots.txt | None | 3ms |
| llms_txt | GET /llms.txt | None | 2ms |
{
"overall": 12,
"dimensions": {
"token_efficiency": 1.0,
"first_try_success": 0.5,
"response_parseability": 0.5,
"error_clarity": 0.5,
"doc_quality": 0.5,
"auth_simplicity": 0.5,
"latency": 2.0,
"consistency": 0.5
},
"pricing_normalized": {},
"issues": [
"All functional checks failed with 'Invalid port: georg' — the platform target appears malformed or unresolvable.",
"No capabilities, endpoints, or pricing model detected; empty capability set.",
"robots.txt and llms.txt could not be retrieved, blocking agent-discoverability and onboarding signals.",
"No security headers or response preview available to validate the website.",
"Latency readings are meaningless because requests never reached a valid host."
],
"recommendations": [
"Verify the correct platform URL and re-run discovery — the current target parses as a hostname with an invalid port ('georg').",
"Publish an llms.txt and robots.txt so AI agents can discover and navigate the platform.",
"Expose a structured API or export format so agents can parse capabilities and pricing programmatically.",
"Provide a clear value proposition and getting-started guide to improve token efficiency and first-try success.",
"Document authentication requirements (SSO, magic link, NotLogin, API keys) to simplify onboarding.",
"Maintain a status page for uptime/consistency signals."
]
}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/georg-api">
<img src="https://prowl.world/badge/georg-api.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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