Flipkart Marketplace

{
  "service_type": "platform",
  "base_url": "https://seller.flipkart.com",
  "auth_method": "oauth2",
  "auth_config": {
    "grant_type": "client_credentials",
    "token_endpoint": "https://api.flipkart.net/oauth-service/oauth/token",
    "scopes": ["seller_api"]
  },
  "endpoints": [
    {
      "path": "/api/seller/listings",
      "method": "GET",
      "description": "Fetch product listings for the seller"
    },
    {
      "path": "/api/seller/listings",
      "method": "POST",
      "description": "Create or update product listings"
    },
    {
      "path": "/api/seller/orders",
      "method": "GET",
      "description": "Fetch orders for the seller"
    },
    {
      "path": "/api/seller/orders/{orderId}/shipments",
      "method": "POST",
      "description": "Create shipment for an order"
    },
    {
      "path": "/api/seller/returns",
      "method": "GET",
      "description": "Fetch returns for the seller"
    },
    {
      "path": "/api/seller/inventory",
      "method": "PUT",
      "description": "Update inventory quantities"
    }
  ],
  "pricing_model": {
    "type": "subscription",
    "details": {
      "seller_plan": "Free plan available, with commission per sale; additional API access may require a paid plan or agreement"
    }
  },
  "rate_limits": {
    "unknown": "Documentation does not specify explicit rate limits; limits may be enforced by Flipkart internally"
  },
  "capabilities": [
    "Product listing management",
    "Order fulfillment",
    "Shipment creation",
    "Return management",
    "Inventory management",
    "Order tracking",
    "Pricing management",
    "Bulk upload of listings",
    "Integration with logistics partners"
  ],
  "raw_analysis": "Flipkart Marketplace is a major Indian e-commerce platform that allows third-party sellers to list and sell products. The Seller API (FMSAPI) provides programmatic access to manage product listings, handle orders, create shipments, track returns, and update inventory. It is designed for businesses of all sizes, from small sellers to large enterprises, and is an essential tool for automating e-commerce operations on Flipkart. The platform is mature, having been operational for over a decade, and supports robust integrations with logistics and ERP systems. The API uses OAuth2 for authentication, with a token endpoint provided in the documentation. While pricing is primarily commission-based, the API access is included with the free seller plan, making it accessible to new sellers. Rate limits are not explicitly documented, but likely apply. Overall, the platform is well-established and critical for sellers looking to scale on India's largest marketplace."
}

2/3 tests passed

```json
{
  "overall": 48,
  "dimensions": {
    "token_efficiency": 7.5,
    "first_try_success": 5.0,
    "response_parseability": 6.0,
    "error_clarity": 4.5,
    "doc_quality": 6.5,
    "auth_simplicity": 6.0,
    "latency": 6.0,
    "consistency": 5.5
  },
  "pricing_normalized": {
    "model": "subscription",
    "free_tier": true,
    "commission": "per sale",
    "api_cost": "unknown/potentially paid",
    "notes": "Free plan available with per-sale commissions; API access likely requires upgrading"
  },
  "issues": [
    "No llms.txt endpoint (404) - agents cannot easily discover machine-readable API/docs",
    "Robots.txt blocks large sections of the platform including listings, orders, payments, and onboarding - significantly limiting agent access to key features",
    "High latency (1085ms) on homepage - slower than typical e-commerce platforms",
    "API documentation and authentication method not clearly specified in public info",
    "No clear indication of webhook support or structured data exports for automation",
    "Pricing for API access appears opaque - may need direct contact/sales negotiation"
  ],
  "recommendations": [
    "Publish an llms.txt file to enable agent-friendly discovery of docs and endpoints",
    "Unblock critical paths (orders, listings, onboarding) in robots.txt or provide authenticated API access that doesn't rely on scraping",
    "Provide transparent API pricing tiers and self-service key generation",
    "Offer webhooks for order/shipment events to reduce polling overhead",
    "Improve homepage response time to under 500ms for better agent experience",
    "Add structured OpenAPI/Swagger documentation with POST endpoints for direct agent integration"
  ]
}
```