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We Replaced Shopify Search With AI — Here’s What Actually Happened
How we built a custom MCP + OpenSearch product discovery system, and what real customers are already doing with it.
Measuring AI Channel Sales: Shopify's Agentic Reports vs GA4
Shopify's Agentic reports and GA4's AI Assistant channel answer different questions. Here are five places the numbers diverge and how to reconcile them by order ID.
Best Shopify Alternatives for B2B Wholesale 2026
Adobe Commerce, Shopify Plus, OroCommerce, and more compared for B2B wholesale in 2026, pros, cons, and which platform fits your catalog complexity.
How to Compare Ecommerce Platforms for Furniture Retail in 2026
Compare ecommerce platforms for furniture retailers in 2026 by catalog structure, ERP integration, showrooms, delivery, B2B workflows, and support needs.
How long does an ecommerce ERP integration take to implement?
An ecommerce ERP integration timeline starts with validated scope, not a fixed deadline. Understand dependencies, testing, data mapping, and launch readiness.
Shopify's Faster POS: What the Rebuild Means for Furniture Showrooms
A summary of Unofficial Shopify Podcast #629 with Shopify's Helen Mou on the rebuilt POS, checked against Shopify's help docs, with practical guidance for furniture showrooms on special orders, commission and ERP handoffs.
Can custom software consolidate the tools you already pay for?
Can custom software consolidate business tools? Yes. Learn what to replace, what to connect, and how to assess ownership, migration risk, and ongoing support.
Preventing Silent Variant Sync Failures in Asynchronous Ecommerce Middleware
A look at a resilient PHP middleware pattern for synchronizing ecommerce product variants asynchronously, without losing the persistence context needed to make updates actually happen.
How to Test Shopify GraphQL Catalog Admin API Beyond Happy-Path Responses
A dependable catalog admin API needs tests for its schema, responses, filters, configuration rules, and database behavior. This approach uses layered GraphQL testing to catch regressions before they affect catalog operations.
Enterprise Headless Commerce Platforms: 2026 Comparison
Compare headless commerce platforms for enterprise ecommerce in 2026 by architecture, team ownership, integrations, storefront control, and tradeoffs.
Keeping Shopify–STORIS Order Sync Safe Through GraphQL API Changes
A reliable Shopify–STORIS integration needs more than successful API calls. This technical deep dive explains how explicit idempotency testing, version-aware order mapping, and end-to-end regression coverage protect order synchronization as upstream and downstream APIs change.
Magento to Shopify Migration Timeline 2026: Key Factors
Magento to Shopify migration timelines vary with catalog size, integrations, and customization, see what actually controls the schedule in 2026.