Shopify API for AI Agents

E-commerce platform and storefront APIs

Shopify provides APIs for managing online stores, products, orders, inventory, and customers. AI agents can use Shopify to automate product catalog management, process orders, update inventory, and handle customer inquiries through structured actions.

What AI agents can do with Shopify

Structured actions an AI agent can execute through the Shopify API

Action

Description

Inputs

Outputs

createProduct

Add a new product to the store

title, description, price, images, variants

product_id, handle, status

getOrder

Retrieve order details

order_id

order, line_items, shipping_address, financial_status

updateInventory

Adjust inventory levels for a product

inventory_item_id, location_id, adjustment

available, updated_at

listCustomers

Search and list customers

query, limit, since_id

customers[], total_count

createDiscount

Create a discount code

code, type, value, usage_limit

discount_id, code, status

Use cases for Shopify + AI agents

Automated product listing and catalog management
Order fulfillment and status tracking via conversational AI
Inventory management and low-stock alerts
Customer support automation with order lookup
Dynamic discount and promotion creation

How to connect Shopify to an AI agent

1Create an AgentSpec describing your Shopify store actions on Elba
2Map Shopify Admin API endpoints to structured agent actions
3Add reasoning docs for order processing and inventory workflows
4Publish to generate MCP config for agent frameworks
5Test with a development store before connecting to production

Best practices

✓Use read-only scopes for agents that only need to query data

✓Implement inventory checks before creating orders to prevent overselling

✓Add reasoning docs explaining the difference between draft and active products

✓Rate limit agent requests to stay within Shopify API limits

✓Include webhook support for real-time order and inventory updates

Frequently asked questions

Can AI agents manage a Shopify store?+

Yes. Agents can list products, process orders, manage inventory, and handle customer queries through structured Shopify API actions. Use scoped access tokens to limit what the agent can do.

How do I connect Shopify to an AI agent?+

Create a Shopify private app or custom app for API access, then generate an AgentSpec on Elba that maps your store operations to structured actions. Publish to get discovery endpoints.

What Shopify operations should I automate with AI agents?+

Start with read-heavy operations like order lookup, inventory checks, and customer search. Then add write operations like product updates and discount creation with proper guardrails.