Connect Shopify to Claude

Yes. Claude can identify products with high return rates, flag the likely cause based on available data, and compare return rates across your product catalog. This helps store owners and ecommerce managers address return issues — such as sizing gaps or misleading product descriptions — before they affect net revenue.

Yes. Agencies managing multiple Shopify stores use Two Minute Reports to automate ecommerce reporting, schedule delivery, and generate Claude-written summaries across client accounts — making it a practical Shopify reporting tool for agencies handling store performance at scale.

Yes. Two Minute Reports retrieves discount code usage, attributed revenue, and average order value with and without discount codes. Claude can identify which codes are driving genuine new revenue vs. those simply cannibalizing full-price purchases — making it a practical Shopify sales analytics tool for optimizing promotional strategy.

Two Minute Reports acts as the MCP Server that connects your Shopify store to Claude. It retrieves live order, product, and customer data so Claude can answer questions about store performance without you needing to build custom reports or export data from Shopify's admin. You can also use Two Minute Reports as a Shopify reporting tool to automate Shopify reporting and analyze your store performance.

Yes. Two Minute Reports pulls customer data including new vs. returning revenue split, customer lifetime value by acquisition channel, repeat purchase rate, and order frequency. Claude can identify which channels are bringing in your most loyal customers and where post-purchase retention is weakest.

Yes. Two Minute Reports tracks daily, weekly, and monthly revenue trends from your Shopify store. Claude can compare revenue across date ranges, surface which products or channels drove growth, and flag drops in conversion rate or order volume — making it a reliable Shopify store reporting solution for tracking performance over time.