41
/100
prowl
Benchmarked Aug 16, 2026

Rappi

Manage orders from Rappi's app

saas platform_profile
Benchmark Your API

Score Breakdown

Latency 8/10
Consistency 5/10
Documentation 5/10
Error Clarity 4/10
Token Efficiency 4/10
Parseability 4/10
Auth Simplicity 3/10
First-Try Success 3/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://dev-portal.rappi.com",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {"type": "unknown", "details": {}},
  "rate_limits": {},
  "capabilities": ["API documentation", "User guides", "FAQs", "Developer resources", "Integration with Rappi's app for order management"],
  "raw_analysis": "The Rappi Developer Portal is a documentation and integration platform provided by Rappi, a Latin American on-demand delivery company. The portal is designed to help developers and business partners (allies) integrate with Rappi's services, particularly for managing orders from the Rappi app. It offers API documentation, user guides, FAQs, and other development resources. The platform is primarily a developer resource hub, not a full API service itself. It appears mature and tailored for businesses looking to enhance their adoption as allies of Rappi. The site is built with a modern JavaScript framework (Next.js) and includes a sidebar navigation for different sections, language selection, and search functionality. No public REST API endpoints are exposed directly on the portal page; instead, it serves as a gateway to Rappi's APIs for approved partners. Authentication is handled through partner onboarding, not publicly accessible. The pricing model is not disclosed on the public page, likely being negotiated on a per-partner basis. The core capability is enabling order management integration, which would include order creation, tracking, and fulfillment workflows. The portal also indicates support for multiple languages, suggesting a regional focus across Latin America. Overall, it's a specialized platform for B2B integration, rather than a general-purpose tool."}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200468ms
robots_txtGET /robots.txt200125ms
llms_txtGET /llms.txt200162ms
Interpret
```json
{
  "overall": 38,
  "dimensions": {
    "token_efficiency": 4.0,
    "first_try_success": 3.0,
    "response_parseability": 4.0,
    "error_clarity": 4.0,
    "doc_quality": 5.0,
    "auth_simplicity": 3.0,
    "latency": 8.0,
    "consistency": 5.0
  },
  "pricing_normalized": {
    "model": "unknown",
    "details": "No pricing information available from capability analysis or documentation"
  },
  "issues": [
    "No llms.txt file detected — platform not optimized for AI agent discovery",
    "robots.txt check returned a full HTML page instead of a robots file, indicating potential misconfiguration",
    "No pricing model disclosed, making cost estimation impossible for agents",
    "Website content appears to be a generic marketing/landing page rather than structured API documentation",
    "Integration requires Rappi's proprietary app environment — onboarding likely needs manual human steps",
    "No clear sign-up flow or authentication mechanism described in the metadata",
    "Security headers missing, suggesting limited enterprise-level hardening"
  ],
  "recommendations": [
    "Add an llms.txt file to make the platform machine-readable for AI agents",
    "Create a dedicated developer portal with clear getting-started guides and API reference",
    "Publish transparent pricing tiers with per-request or per-order costs",
    "Implement a self-serve signup with API key generation to reduce onboarding friction",
    "Provide structured JSON examples for order management and integration responses",
    "Add clear error codes and rate-limit documentation for smoother agent troubleshooting"
  ]
}
```

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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