Measurement and Media Mix Evaluation

That’s where things tend to fall apart. Not because the strategy was bad, but because the tracking was.  If you’re not using distinct lead sources and clean UTM structures when testing new initiatives, you’re basically trying to evaluate performance with half the story missing. And no, this isn’t overkill, it’s the difference between insight and guesswork.

It’s tempting to just dump new leads into existing buckets like “Paid Social” or “Display” and call it a day. It feels cleaner. Less work for everyone in the setup, fewer things to explain in reports. It’s also how you end up with zero clarity on what actually drove results. When you create a dedicated lead source for a new initiative, you can finally answer questions like:

Without that separation, everything looks… fine. And “fine” is usually where good ideas go to die.

Lead sources tell you where something came from. UTMs tell you what specifically made it work. Think of UTMs as the difference between “this came from paid social” and “this came from a retargeting campaign on Meta using that one video everyone argued about but secretly works.”

With a solid UTM structure, you can quickly see:

Without UTMs, optimization becomes a lot of “we think this is working,” which is not a great place to be when budgets are on the line.

Short answer: no. Slightly longer answer: it actually makes it better.

There’s a common worry that breaking out new lead sources will fragment reporting and make it harder to evaluate performance at the channel level. But that’s only true if you stop at the fragmented view, which you shouldn’t. This is why we make sure that we can roll granular data back up into bigger buckets because what you can’t do is retroactively break apart blended data once it’s been lumped together. It’s like cooking: you can combine ingredients later, but you can’t un-bake a cake. By keeping new initiatives separate at the start, you get:

When you isolate new initiatives properly, a few good things happen:

And maybe most importantly—you can actually prove when something is working (or not) without squinting at blended dashboards and hoping for the best.

Using distinct lead sources and UTMs isn’t about making reporting more complicated. It’s about making your insights more trustworthy.  Because at the end of the day, testing without clean tracking isn’t really testing—it’s just… trying stuff and hoping it works.

And that’s not a strategy.