Shopify Tracking That Supports Real Decisions

Status: Work in progress

Shopify's native reports and GA4 give you part of the picture - but not enough to make high-stakes growth decisions. Anonymous journeys disappear, checkout steps go unmeasured, and attribution is incomplete. If you're serious about scaling a Shopify brand, you need tracking that delivers decision-grade signals. This hub explores how to unify journeys across sessions, capture every step of the checkout, and clean up your event data so you can trust it. Clear, reliable signals are the foundation for confident growth decisions.