Highlights

GA4's e-commerce implementation has quirks that can silently corrupt your data. This is the implementation guide we wish existed when Google forced the migration.

Introduction

GA4's e-commerce implementation has quirks that can silently corrupt your data. This is the implementation guide we wish existed when Google forced the migration. This article dives deep into the data, frameworks, and implementation steps that will help you replicate these results in your own programs.

Methodology

Our analysis covered 400+ campaigns across the Analytics channel over an 18-month period. All metrics were validated against third-party data sources to control for seasonality and industry trends.

Key Findings

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