When the Problem Isn't Marketing — It's Measurement

One of my favorite types of analytics projects is when the problem isn't actually the marketing. It's the measurement.

I was brought into a project where the business was struggling to understand performance across its marketing channels. Conversion numbers didn't match between platforms. Attribution was inconsistent. And nobody was fully confident in the reporting.

Naturally, the conversation started with questions about campaigns, audiences, and budget allocation.

But before making any recommendations, I started somewhere else: Can we trust the data?

After auditing the implementation, I uncovered several tracking and measurement issues that were impacting reporting accuracy and attribution.

The business wasn't suffering from a marketing problem. It was suffering from a measurement problem.

Once the tracking was corrected and the data became more reliable, the team was finally able to evaluate performance with confidence and make better optimization decisions.

Projects like this remind me that some of the most impactful work in analytics happens long before a dashboard is built.

Before asking, “What happened?” first ask, “Can I trust the signal?” Because every decision that follows depends on that answer.