Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://keyserv.solutions",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {
"type": "unknown",
"details": {}
},
"rate_limits": {},
"capabilities": [],
"raw_analysis": "KeyServ is described as an API service at keyserv.solutions, but the provided information is extremely limited. No public REST API documentation, endpoints, authentication requirements, pricing, rate limits, or capabilities could be identified from the available input. The service category is 'api', suggesting it provides programmatic access, but maturity and integrations remain unknown. Further discovery would require direct investigation of the website or developer documentation."
}2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 1604ms |
| robots_txt | GET /robots.txt | 200 | 40ms |
| llms_txt | GET /llms.txt | 404 | 281ms |
{
"overall": 38,
"dimensions": {
"token_efficiency": 3.0,
"first_try_success": 4.0,
"response_parseability": 2.0,
"error_clarity": 3.0,
"doc_quality": 3.0,
"auth_simplicity": 4.0,
"latency": 5.0,
"consistency": 5.0
},
"pricing_normalized": {
"model": "unknown",
"transparency": "no pricing information available",
"agent_friendly": false
},
"issues": [
"No llms.txt file (404) — agents cannot discover platform capabilities in a machine-readable way",
"No public API documentation detectable; robots.txt disallows /v1/ProductsApi/, /v1/SubscriptionsApi/, /v1/KeysApi/",
"Pricing model completely unknown — no disclosed plans or costs",
"Product value proposition is vague ('Rapid Dev Platform') with no clear capability list",
"robots.txt actively blocks API discovery paths, hindering agent integrations",
"Primary page latency of ~1.6s is mediocre for agent-dependent workflows",
"No LLM-friendly documentation or structured endpoints surfaced"
],
"recommendations": [
"Publish an /llms.txt describing capabilities, endpoints, and pricing in a concise structured format",
"Expose public pricing tiers with clear numeric values so agents can evaluate and recommend",
"Provide an OpenAPI/Swagger spec and allow programmatic discovery (adjust robots.txt rules)",
"Add a clear one-line value proposition and bullet list of what 'Rapid Dev Platform - KeyServ Solutions' actually does",
"Improve homepage TTFB to sub-500ms to support agent latency expectations",
"Document onboarding flow and auth options (API keys, SSO, magic link) in agent-readable docs",
"Add a public status page or uptime indicators to boost 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/keyserv">
<img src="https://prowl.world/badge/keyserv.svg" height="56" alt="Agent-readiness on Prowl">
</a>
See operational metrics, LLM evaluations, agent readiness, and more.
Open in Dashboard