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Full-stack capabilities to power app analytics

Shopify Analytics is now a full-stack platform for apps. Model, query, embed, and enrich analytics on Shopify without managing your own data infrastructure.
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APPS
STOREFRONTS
DEV PLATFORM
  1. January 2026

    Surface
    1. Access transactions on the Return object
      Admin GraphQL API
    2. New Return Reason Definitions API for Better Return Insights
      Admin GraphQL API
    3. INVALID_BILLING_ADDRESS: new processing error for subscription billing attempts
      Admin GraphQL API
    4. Subscription billing attempts throttling
      Admin GraphQL API
    5. Introducing the orders/link_requested webhook topic
      Admin GraphQL API
    6. Metafield references added to Customer Account API
      Customer Account API
    7. Due on Fulfillment payment term available for pre-orders
      Admin GraphQL API
  2. December 2025

    Surface
    1. Deprecation of Shop.billingAddress in favor of Shop.shopAddress
      Action requiredAdmin GraphQL API
    2. Conversion tracking fields added to MarketingEngagementCreate
      Admin GraphQL API
    3. Set and retrieve processedAt in the refundCreate mutation
      Admin GraphQL API
    4. Faster bulk operations
      Admin GraphQL API
    5. Concurrency protection features for inventory and refund mutations
      Action requiredAdmin GraphQL API
    6. Adding idempotency for inventory adjustments and refund mutations
      Admin GraphQL API
    7. New changeFromQuantity field to manage inventory
      Admin GraphQL API
    8. Improved compare and swap inventory updates for the inventorySetQuantities mutation
      DeprecatedAdmin GraphQL API
    9. New fields to combine bundle options
      Admin GraphQL API
    10. Advanced Metafield & Metaobject Querying
      Admin GraphQL API
    11. InventoryItem.variant field deprecated in favor of InventoryItem.variants connection
      DeprecatedAdmin GraphQL API
  3. November 2025

    Surface
    1. Tax summary webhook and calculation requests now includes shop and presentment currency amount
      Admin GraphQL API
    2. Tax summary webhook created_at field now returns UTC timezone
      Breaking changesEvents & webhooks
    3. Tax webhook summary and calculation requests now use Global IDs
      Breaking changesAdmin GraphQL API
    4. tax_summaries/create webhook and taxSummaryCreate mutation now available
      Admin GraphQL API
    5. Order Update Phone Field Public
      Admin GraphQL API
  4. October 2025

    Surface
    1. New Queries for Bulk Operations
      Admin GraphQL API
    2. Bulk operations group objects default changed to false
      Breaking changesAdmin GraphQL API
    3. Optional location inputs for inventory transfers
      Admin GraphQL API
    4. New ACH support for deferred payments
      Admin GraphQL API
    5. New notify parameter available on the storeCreditAccountCredit mutation
      Admin GraphQL API
    6. Fulfillment service callback url is now optional
      Admin GraphQL API
  5. September 2025

    Surface
    1. Removal of deprecated Shop.draftOrders connection in the GraphQL Admin API
      Breaking changesAdmin GraphQL API