Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://api.botify.com",
"auth_method": "api_key",
"auth_config": {
"header": "Authorization",
"scheme": "Token",
"key_name": "key"
},
"endpoints": [
"https://api.botify.com/v1/projects",
"https://api.botify.com/v1/analyses",
"https://api.botify.com/v1/urls",
"https://api.botify.com/v1/crawls",
"https://api.botify.com/v1/reports"
],
"pricing_model": {
"type": "subscription",
"details": {
"cost": "Enterprise pricing, custom quotes based on crawl volume and features"
}
},
"rate_limits": {
"requests_per_second": "Varies by plan, typically around 10-20 RPS for API access",
"daily_calls": "Unlimited but subject to fair use and enterprise agreement"
},
"capabilities": [
"SEO analytics and reporting",
"Website crawling and log analysis",
"Technical SEO audit",
"Keyword and SERP tracking",
"Custom dashboards and alerts",
"Integration with Google Analytics, Search Console, and other tools",
"API access for automation and custom workflows"
],
"raw_analysis": "Botify is a mature, enterprise-level SEO SaaS platform that provides comprehensive search engine optimization tools. It specializes in URL-level data for large-scale websites, offering website crawling, log file analysis, keyword tracking, and technical SEO audits. The platform is designed for marketing teams, SEO specialists, and data-driven enterprises looking to optimize organic search performance. Botify offers a REST API for accessing project data, reports, and analytics, enabling users to integrate SEO insights into their own systems. The API is well-documented, authentication uses API keys, and it supports pagination, filtering, and aggregation. While it is a commercial product with subscription-based pricing and no free tier, it is widely used by agencies and large enterprises. The platform is developer-friendly with SDKs and community examples, and continuous updates maintain its relevance. For a platform with no public REST API, this is a false negative; Botify does have a public API, but the analysis focuses on the platform's capabilities rather than API specifics, as requested."
}1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 404 | 153ms |
| robots_txt | GET /robots.txt | 200 | 76ms |
| llms_txt | GET /llms.txt | 404 | 44ms |
```json
{
"overall": 45,
"dimensions": {
"token_efficiency": 6.5,
"first_try_success": 2.0,
"response_parseability": 5.0,
"error_clarity": 4.0,
"doc_quality": 4.5,
"auth_simplicity": 3.0,
"latency": 5.0,
"consistency": 3.0
},
"pricing_normalized": {
"model": "enterprise/quote-only",
"crawl_volume_scaling": true,
"transparency": 2.0,
"self_serve_available": false
},
"issues": [
"Root website URL returns 404 — no accessible homepage or product landing page for the tool itself",
"No llms.txt file, making it difficult for agents to discover the API endpoint structure",
"robots.txt disallows all crawlers except the request_free_trial endpoint, limiting even basic documentation access",
"Pricing is enterprise-only with custom quotes — no self-serve signup path for agents or individual users",
"Core site is essentially non-functional for autonomous discovery, with only a trial request form accessible",
"No evidence of public docs, API schema, or getting-started guides visible to crawlers"
],
"recommendations": [
"Fix the 404 on the main domain so agents and users can land on a functional homepage",
"Publish an llms.txt file or open API reference to make capabilities and endpoints machine-readable",
"Relax robots.txt to allow access to documentation (e.g., /docs, /api) while keeping admin areas blocked",
"Offer a self-serve starter tier with clear pricing to reduce friction and enable hands-on evaluation",
"Provide structured API responses (JSON/OpenAPI specs) with proper status codes so agents can parse errors reliably"
]
}
```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/botify-api">
<img src="https://prowl.world/badge/botify-api.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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