Data and AI releases

548 this month · 176 companies

Clearer standards for app listing images

UpdateNot yet verified

We've updated requirement 4.4.4 and added a new requirement 4.4.5 for Shopify App Store apps. Requirement 4.4.4 now provides clearer standards for image quality: images should primarily show your app's actual user interface and features. Screenshots must not include desktop backgrounds or browser windows.

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Also shipped Mar 12, 2026Shopify in March 2026 →

See your available credits at a glance

Monitor credit usage in the Netlify UI We've updated how credits are displayed across the Netlify UI. Instead of showing a "used credits / total credits" counter, you'll now see your available credits , the number of credits you actually have left to use.

Pricing
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Session Replay JSON Path Event Query

What it is: A new JSONPath query tab in the Session Replay event viewer lets you target specific nested fields inside raw event payloads. Instead of scanning the full payload manually, you can write a JSON path expression to filter, inspect, or compare exactly the values you need.

GA
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ShopifyQL returns fields deprecated and replaced with sales reversals fields

In GraphQL Admin API version 2026-04 , several Returns fields in analytics, which can be queried through ShopifyQL , have been deprecated and replaced with renamed versions (e.g., sales_reversals , reversed_quantity ) to better reflect that they capture all order adjustments, including refunds, returns, order edits, and cancellations.

Deprecation
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New rejection reason codes in Payments Apps API

The Payments Apps API now provides more granular decline reason codes for rejected payment sessions. Multiple new rejection codes have been added to the PaymentSessionStateRejectedReason enum alongside a new source field, giving payments apps more standardized, actionable ways to communicate to merchants why a payment was declined.

Update
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New payment decline codes added to `OrderTransactionErrorCode` enum

We're adding new error codes to the OrderTransactionErrorCode enum to provide more granular detail about the transaction failure. You can use this more detailed response to improve customer interactions. What's new These error codes enable precise identification of transaction issues: | Error Code | Description | |

Update
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POS UI extensions can now run without network access

POS UI extensions can now continue running even when a merchant’s device loses network access. This feature ensures uninterrupted service during connectivity issues. It is especially beneficial for merchants in environments with unreliable internet, such as pop-up shops, outdoor markets, or large retail spaces.

Update
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