On 17 June 2026, Shopify quietly shipped one of those platform improvements that will not make headlines but will save thousands of hours across its merchant ecosystem: bulk queries now execute up to four times faster for exporting large datasets. For any Shopify merchant or agency running data-intensive operations, including product catalogue syncs, order exports, inventory reconciliation, or analytics pipelines, this is a significant upgrade that deserves attention.
What changed
Shopify's GraphQL Admin API supports bulk operations that let developers export massive datasets without hitting rate limits or managing pagination. As the Shopify developer changelog describes it, bulk operations are "the most efficient way to import and export data from Shopify stores." These bulk queries are the backbone of how many merchants synchronise their Shopify data with external systems: ERPs, data warehouses, analytics platforms, and third-party marketplaces.
The problem has always been speed. A bulk export of hundreds of thousands of orders or product variants could take substantial time to complete, creating bottlenecks in workflows that depend on near-real-time data. With the announced 4x performance improvement, exports that previously took an hour could now complete in fifteen minutes or less.
This improvement builds on a series of recent bulk operations upgrades. As noted in the developer changelog, Shopify has also introduced new queries for managing bulk operations, support for all mutations with up to five concurrent bulk operations, support for bulk operations in Shopify CLI, and an increased input file size limit from 20MB to 100MB.
Why this matters more than it sounds
For small merchants with a few hundred products, this change is barely noticeable. But for mid-market and enterprise Shopify merchants, exactly the segment Shopify has been aggressively pursuing, bulk query performance is a genuine operational constraint.
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Multi-channel inventory sync. Merchants selling across Shopify, Amazon, and wholesale channels need to reconcile inventory levels frequently. A 4x speedup means inventory data stays fresher, reducing the risk of overselling during peak periods.
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Analytics and reporting. Agencies and merchants running custom dashboards or feeding data into tools such as Looker, Power BI, or custom analytics pipelines now get faster refresh cycles. During events like Prime Day or Black Friday, this means decision-makers are working with more current data.
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Product catalogue management. Merchants with large catalogues (10,000+ SKUs) who regularly update pricing, descriptions, or metafields through bulk operations will see shorter sync times meaningfully.
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ERP integration. Enterprise merchants connecting Shopify to systems like NetSuite or SAP rely on bulk exports for order and fulfilment data. Faster exports mean tighter feedback loops between the storefront and back-office operations.
The broader Shopify developer changelog: 17 to 18 June
The bulk query improvement was part of a packed two-day stretch on Shopify's developer changelog that included several other noteworthy updates.
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Colour palettes for themes. A new color_palette setting type lets themes define a flat list of colours that merchants can edit directly, replacing colour schemes as the recommended approach. For theme developers, this is a meaningful simplification that gives merchants more intuitive control over their store's visual identity.
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File picker via Intents API. Apps can now open Shopify's native file picker using the Intents API with pick:shopify/File, keeping merchants in a familiar context rather than forcing them to navigate between app and admin.
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Channel Markets API. The upcoming API version 2026-07 introduces channel markets, the ability to create, update, and query markets on a per-sales-channel basis. This is particularly relevant for merchants selling through multiple channels who need different pricing, currencies, or product availability for each.
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Inventory transfer metafields. Also in the 2026-07 preview, developers can now define and set metafields directly on inventory transfers, eliminating the need for separate metafieldsSet calls and reducing integration complexity for merchants with complex warehouse operations.
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Flow action relative paths. Flow action extensions now support relative paths for endpoint URLs, resolving a long-standing developer experience friction. Relative paths are resolved against the tunnel URL during development and the app's application_url after deployment.
Practical steps
If you are a Shopify merchant or developer, here is what to do with this information:
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Audit your bulk operation workflows. Identify any processes that are currently rate-limited or batched due to performance constraints. The 4x improvement may allow you to increase sync frequency.
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Test the colour palette setting if you are developing or maintaining custom themes. The new approach is simpler and more merchant-friendly than colour schemes.
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Review the 2026-07 API preview for channel markets and inventory transfer metafields if you are building multi-market or complex inventory integrations. These features are available now in the preview API version.
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Update your Flow action extensions to use relative paths for endpoint URLs. It is a simple change that will save developer time during local development.
The bigger picture
The unglamorous infrastructure improvements are often the ones that matter most. A 4x bulk query speedup will not trend on social media, but it will make thousands of Shopify integrations meaningfully better. And that is exactly the kind of platform investment that separates Shopify from competitors who focus on flashy features over foundational performance.
The cumulative effect of these updates reinforces a pattern we have been tracking throughout 2026: Shopify is steadily removing the technical objections that mid-market and enterprise brands raise when evaluating the platform. Bulk query performance was a real pain point. A 4x improvement does not just save time. It changes what is possible.
About On Tap
On Tap is a growth-focused eCommerce consultancy helping mid-market and enterprise merchants build high-performing Shopify and Magento stores. From data integration architecture and bulk operation workflows to multi-market configuration and platform migration, On Tap helps merchants turn platform capabilities into operational advantages.
If you want to optimise your Shopify data workflows or evaluate what the latest API updates mean for your store, get in touch.
