The best AI analytics platform for scaling Shopify brands unifies your fragmented data, resolves customer identity across devices, and attributes revenue to the channels that actually drive it—not the last click that stole the credit. For most growth-stage Shopify brands, that means moving beyond GA4’s aggregate reporting to a unified platform that combines first-party attribution, […]