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Full-stack capabilities to power app analytics (opens in a new tab)

Shopify provides full-stack capabilities for app analytics.

Shopify Dev· Jul 21, 2026· 8/10

From the article

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…

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