How to Use OpenClaw for Dropshipping — Automate Your Store

Dropshipping is fundamentally an information routing business — you're moving order data between customers, your store, and suppliers. OpenClaw is exceptional at automating that exact kind of workflow. Here's how to build a self-running dropshipping operation.

For the buyer-focused commercial version, read OpenClaw for dropshipping operators; this guide stays tactical while the operator page covers supplier routing, order exceptions, customer replies, and ROI.

The Core Dropshipping Loop

1. Customer places order on Shopify
2. OpenClaw receives Shopify webhook
3. Agent routes order to the right supplier (email or API)
4. Agent monitors tracking updates
5. Agent sends proactive shipping updates to customer
6. Agent handles delivery confirmation and follow-up

Shopify Webhook Setup

{
  "plugins": [{
    "id": "shopify-webhook",
    "config": {
      "path": "/hooks/shopify",
      "secret": "YOUR_SHOPIFY_WEBHOOK_SECRET",
      "events": ["orders/create", "orders/updated", "orders/fulfilled"]
    }
  }]
}

Order Routing Logic

# Agent task on orders/create webhook:
1. Read order: items, quantities, shipping country
2. Look up each item in the SupplierMapping table
3. Group items by supplier
4. For each supplier group:
   a. Format order email using supplier's preferred template
   b. Send to supplier email address
   c. Log order ID and supplier in OrderTracking table
5. Send customer confirmation

Customer Support Automation

The #1 support ticket in dropshipping is "where is my order?" Your agent handles this completely:

# On inbound customer message:
1. Look up order number in Shopify
2. Check OrderTracking table for tracking number
3. If tracking exists: check carrier API for current status
4. Reply with status and estimated delivery
5. If no tracking: escalate to #fulfillment-issues channel

Product Research Automation

{
  "name": "product-research",
  "schedule": "0 6 * * 1",
  "task": "Search for trending products in [your niche]. For each promising product, check if it's available from our suppliers and what the margin would be at our standard markup. Generate a shortlist of 5 products worth adding this week. Post to #product-research."
}

Price Monitoring

Supplier prices change. Your agent monitors them daily and alerts you when any cost increases more than 10% — giving you time to reprice before you start losing margin on orders.

Want the complete setup? The OpenClaw Playbook ($9.99) covers everything from first install to production deployment.