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1) What “personalization” means on Shopify in 2025 Shopify is pushing AI-assisted, privacy-aware, omnichannel personalization: recommendations, dynamic content, and segmented automations across web, Shop app, email, POS, and ads. Their enterprise content names “hyper-personalization,” predictive personalization, mobile-first experiences, and privacy-conscious tactics as key trends. Shopify+2Shopify+2 AI is central to the roadmap: Shopify Magic across the…

Introduction Shopify Hydrogen started with Remix. In 2024, it migrated to React Router 7 (RR7). That transition left many developers confused about loaders, actions, and caching. This guide is your survival manual for migrating Hydrogen apps from Remix to RR7 without breaking performance or quotas. Why the Shift? Remix → React Router 7: Shopify wanted…

Introduction One of the hardest parts of migrating to Hydrogen is app compatibility. Many Shopify apps were built for Liquid themes, relying on DOM injection or checkout.liquid hooks. Hydrogen is API-first — which means some apps work seamlessly, others need wrappers, and some simply don’t fit. Agencies can save merchants pain by publishing a compatibility…

Introduction Shopify handles products, orders, and customers — but Hydrogen projects often need extra data storage for loyalty programs, UGC, analytics, and personalization. That raises the question: should you use SQL (relational) or NoSQL (document/real-time) — or both? SQL in Headless Shopify ✅ Strengths: ACID transactions → reliable for loyalty, orders, ERP. Works well with…

Introduction Merchants love wishlists — but most Shopify wishlist apps are built for Liquid themes and rely on DOM injection. In Hydrogen, the better approach is to build a custom wishlist microservice. This guide shows how to implement a wishlist using Shopify’s Customer Account API + Firebase Functions + Oxygen JWT signing. Why Build Instead…

Introduction Hydrogen stores rely on APIs, webhooks, and server-side tracking. That flexibility also creates new attack surfaces — token leaks, replayed webhooks, and fraudulent purchase events. Agencies need a security playbook that goes beyond Shopify defaults to protect data pipelines in headless builds. Why Headless Increases Security Risk ❌ More moving parts → Customer API,…

Introduction Liquid stores benefit from Shopify’s built-in monitoring, dashboards, and guardrails. Hydrogen, by contrast, puts developers in charge. That means agencies need a QA and observability playbook to keep headless stores healthy. This post covers the essential tools and practices for monitoring Hydrogen storefronts — from Slack alerts to BigQuery cost control. Why QA Matters…

Introduction Shopify isn’t just a storefront platform anymore. With Hydrogen, Oxygen, and AI integrations on the horizon, it’s evolving into a Commerce OS — a unified system for selling, analyzing, and personalizing at scale. The next frontier? AI-driven commerce. From Platform → Commerce OS Yesterday: Shopify = storefronts + checkout. Today: APIs + headless frameworks…

Introduction Merchants want the speed of Liquid and the flexibility of Hydrogen — but a full rebuild feels risky and expensive. The solution? A phased migration strategy that starts with Dawn, evolves into Hydrogen microsites, and eventually transitions the entire storefront. Why Phase Migration? 💸 Budget control → spread costs over time. 📈 Lower risk…

Introduction Most people think of Hydrogen as “Shopify’s storefront framework.” But Hydrogen is more than PDPs and PLPs — it’s a general-purpose React + Remix runtime tuned for commerce. That means agencies can use it not just for stores, but also for dashboards, portals, and hybrid SaaS-commerce apps. Why Use Hydrogen Beyond the Storefront? 🌍…