AI agents for eCommerce stores

We work with AI agents built on Claude Code every day, and these guides show where agents pay off in a Shopify store and where a person still decides. Start from the difference between a chatbot, a workflow and an agent, then go deeper: Shopify MCP, Claude and Claude Duet, Shopify Flow, Magic and Sidekick, security, the order and returns assistant, how to test it and what it costs. If your store is live on Shopify, the AI Accelerator switches on the first AI solutions in 30 days.

11 articles

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AI agents

AI Agents for Ecommerce: Is Your Shopify AI Agent a Chatbot, a Workflow or an Agent?

The criterion that separates a chatbot, a workflow and an AI agent on a Shopify store, five questions for any vendor, what makes sense to hand to an agent today and what does not, and the five patterns behind most agents.

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Guide

AI Agent Cost for Shopify: How to Build One, and When Not To

How to build an AI agent for a Shopify store: do you need one, what it takes (clean data, tools, instructions, evaluation), the four routes, what drives the cost with official model prices, and when a workflow is enough.

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Claude

Shopify Claude Code: Connector, MCP and How We Use Them

Claude and Claude Code on Shopify as three setups, checked against Anthropic’s and Shopify’s documentation as of 29 October 2026: the connector for your store, the AI Toolkit and MCP for building, and agents with a person approving each write.

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Claude

How to Integrate Claude Duet into Your Shopify eCommerce Store

Claude Duet is Anthropic’s new proactive agent. How to fit it into a Shopify eCommerce: the facts Anthropic published, the roles of Duet, Claude and Claude Code, what you approve yourself, and a weekly routine.

MCP

Shopify MCP Explained: Which Server Does What for Your Store

Shopify MCP is not one server but a family. A plain-language map for merchants and eCommerce leads: the connector for your own store, the developer tools, the agent servers, what you need to connect them and the permissions to give.

Automation

Shopify Flow Examples with AI: 10 Workflows You Can Copy

Ten Shopify Flow examples with the exact trigger and action names from Shopify’s documentation, three with an AI step, plus the rule for when a workflow is enough and when you need an agent.

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Security

AI Agent Security on Shopify: Prompt Injection, Customer Data and Guardrails

Why an AI assistant that reads strangers’ text and can reach orders and customer data is at risk, the three-sided triangle behind prompt injection, what belongs in the prompt and what the system must block, and a checklist for your store.

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Support

Shopify AI Chatbot for Orders and Returns: How It Is Built and Where It Must Stop

A Shopify AI chatbot that is safe with customers sorts the message, looks in the right documents, reads orders without changing them, opens a return request and leaves refunds to a person. Here is the blueprint, a decision table and the real options on Shopify.

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Guide

AI Agent Evaluation for Your Store: 12 Test Cases to Copy Before You Go Live

A fixed set of test cases taken from real customer messages is the only way to know whether an AI assistant works. Twelve cases ready to copy, how to grade them, how often to rerun them and what to ask a vendor.

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Shopify Magic and Sidekick: What Shopify’s Built-In AI Does in 2026

Shopify Magic and Sidekick explained as of October 2026: what each name means, what the AI can do in your admin, where Shopify’s own pages say it stops, and what still needs a person.

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AI for Ecommerce: What Works, What Is Hype, and How to Start in 30 Days

Where AI pays off in an ecommerce store today, where it still fails, how to start in 30 days without a big project, and how to measure it, from a team that uses it every day.