Most GA4 implementations are not “slightly off”, they are fundamentally broken. Not because teams don’t care, but because GA4 is flexible, complex, and easy to misconfigure. Small mistakes compound quickly, and before you know it, your reports are misleading at best and completely unusable at worst. After auditing dozens of GA4 setups, the same issues…
If you’ve ever looked at a spike or drop in your GA4 data and thought… 👉 “What happened here?”👉 “Was this a campaign, a bug, or just random?” You’re not alone. This is one of the biggest gaps in digital analytics today—and it’s exactly where annotations become incredibly powerful. What Are GA4 Annotations? Annotations are…
Most marketers think their GA4 setup is “fine.” Until it isn’t. GA4 is powerful, but it’s also packed with quiet, easy-to-miss settings that can quietly ruin your data quality. These issues don’t throw an error, they don’t send an alert — they just sit there in the background slowly breaking your reports. Here are 10…
If you’ve ever tried to diagnose why your Google Analytics 4 (GA4) data doesn’t look right, you already know that auditing analytics data is like peeling an onion. There are multiple layers, each revealing something deeper.Many marketers check only the surface (GA4 reports) and miss what’s actually causing the problem underneath. A truly reliable analytics…
If you’ve already linked your Google Analytics 4 (GA4) property to BigQuery for raw-data export, you’re ahead of the curve. But simply exporting the data isn’t enough — without regular auditing you may be building dashboards on shaky ground. This post walks you through why auditing matters, how to do it in BigQuery, and how…