Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://vestorly.com",
"auth_method": "unknown",
"auth_config": {},
"endpoints": [],
"pricing_model": {
"type": "unknown",
"details": {}
},
"rate_limits": {},
"capabilities": [
"Content curation and personalized content delivery",
"Financial advisor marketing automation",
"Lead capture and CRM integration",
"API for developer integrations"
],
"raw_analysis": "Vestorly is a SaaS platform for financial advisors and wealth management firms, focused on personalized content marketing, lead generation, and compliance-friendly digital engagement. It provides curated content, automated newsletters, social sharing, and CRM integrations. The provided information mentions a 'Vestorly Developers API', but no public API documentation, endpoints, authentication methods, or rate limits are available in the given text. The platform appears to be mature and targeted at financial professionals. The API likely requires an API key or OAuth, but this is unconfirmed. Pricing is subscription-based (typical for such platforms), but exact tiers are not provided. Without access to the actual developer portal or API docs, the technical details remain unknown."
}2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 242ms |
| robots_txt | GET /robots.txt | 200 | 374ms |
| llms_txt | GET /llms.txt | 404 | 203ms |
{
"overall": 62,
"dimensions": {
"token_efficiency": 7.0,
"first_try_success": 6.0,
"response_parseability": 6.5,
"error_clarity": 5.5,
"doc_quality": 6.0,
"auth_simplicity": 5.0,
"latency": 10.0,
"consistency": 7.0
},
"pricing_normalized": {
"type": "unknown",
"transparency_score": 3
},
"issues": [
"Pricing model is opaque (unknown) — agents cannot surface cost to users without a sales contact",
"No llms.txt or AI-oriented documentation endpoint (404)",
"No public API documentation surfaced in checks; response_parseability limited for agent use",
"Auth flow details unknown; no evidence of magic link / SSO / agent-friendly onboarding",
"Positioning spans content curation + financial advisor marketing — muddled value prop"
],
"recommendations": [
"Publish a public llms.txt summarizing capabilities, endpoints, and pricing tiers",
"Expose transparent pricing (Free / Pro / Enterprise) so agents can quote costs",
"Document API endpoints with OpenAPI/Swagger spec for structured parsing",
"Clarify onboarding: signup flow, trial availability, and integration requirements",
"Tighten value proposition to a single primary persona (e.g., 'AI-powered content marketing for financial advisors')"
]
}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/vestorly-api">
<img src="https://prowl.world/badge/vestorly-api.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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