For app developers, building merchant-facing analytics has always meant standing up your own stack: a charting library, a data warehouse to sync merchant data into, handling currencies and locales, and a UI that never quite matched the Shopify admin. With these updates, Shopify Analytics becomes a full-stack analytics platform that apps can build on directly, offloading the infrastructure to Shopify and putting your app’s data where merchants already make decisions. Here’s what shipped, and how it fits together.
Full-stack capabilities to power app analytics
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July 21, 2026
domain
shopify-admin