Meta claims one revenue figure, Google claims another, and Shopify shows a third, all for the same time period. None of them are wrong. Each platform measures a different thing through different attribution logic, and the gaps between them are structural rather than fixable. This guide explains what each system actually counts and how to build a reporting framework that uses each for what it measures well.
Tag: attribution modeling
The Migration to Shopify Checklist
Migrating to Shopify is rarely a clean technical operation. It is a redistribution of risk across systems that previously worked together by accident. This checklist walks through the decisions that compound, from URL strategy and tracking foundations to attribution, email migration, and the post-launch audit that most teams declare too early.