In this post, I will answer one of the most common questions analysts ask: “Why doesn’t the number in my…
Introduction One of the biggest challenges teams face when implementing product analytics is deciding what to track. Product managers want…
Part 1 — Fundamentals & Technical Architecture Digital measurement is changing. For years, marketers relied almost entirely on browser-based tracking…
Privacy regulations have transformed digital analytics. For years, marketing teams optimized measurement by collecting as much user data as possible.…
Return on Ad Spend (ROAS) is one of the most widely used performance metrics in digital marketing. Open almost any…
When analytics data looks wrong, people often blame the reports. But many reporting problems actually begin much earlier. They start…
Enhanced Measurement is one of the most convenient features in GA4. With just a few clicks, GA4 can automatically track:…
Attribution in GA4 is only as reliable as your tracking configuration. One small setup issue that quietly creates major reporting…
When analyzing data in Google Analytics 4, looking at numbers alone doesn’t always tell the full story. A traffic count…
If you’ve spent time in Google Analytics 4, you’ve probably heard this many times: “Everything in GA4 is an event.”…
When you connect Google Analytics with Google BigQuery, you unlock access to raw event-level data that can be analyzed far…
When people think about ecommerce tracking problems in GA4, they usually focus on missing revenue or broken purchase events. But…
When you build a dashboard in Looker Studio, one of the first things people want to do is change the…
If you’re using Gravity Forms on your website, tracking form submissions as conversions is essential for measuring performance in analytics…
When you’re analyzing your GA4 data, you want to understand how real users are interacting with your website. But there’s…
Understanding the difference between open funnels and closed funnels is essential if you want to avoid confusion and get meaningful…
If you’ve ever opened Google Analytics 4 and felt a little lost, you’re not alone. GA4 is powerful, but finding…
We have audited hundreds of GA4 setups and found that most are not broken in obvious ways. Events appear in…
If you are relying on data to make marketing decisions, your tracking setup must be accurate. Unfortunately, most Google Tag…
The digital marketing world is going through one of its biggest shifts in decades. Third-party cookies — once the backbone…