Full-stack capabilities to power app analytics
Shopify developer change
MerchantDiff detected this entry in Shopify's official developer changelog on July 21, 2026.
This Shopify update is categorized as API, New, GraphQL Admin API, App Events API, Metafields and metaobjects, ShopifyQL, 2026-10.
What changed
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. Bring your app's data into Shopify Analytics Metafields Mark a metafield definition as analytics-queryable, and it becomes a dimension in ShopifyQL alongside store data. Add, for example, a campaign_source metafield to an order or a subscription_status metafield to a customer.
Who is affected
Apps that read, write, translate, or depend on Shopify metafields should review this change.
What action may be needed
Review whether the new capability is relevant to your app. If you plan to use it, test the affected API or workflow before adopting it in production.
Use the official Shopify entry below as the source of truth for technical implementation details, affected APIs, migration instructions and deadlines.
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