Why Attribution Is Not a Report

Attribution is the single most misunderstood word in marketing analytics. Ask ten people what it means and you'll get twelve answers — most of them about reports, dashboards, or models in a platform.

But attribution is not a report. It is the discipline of connecting marketing activity to business outcomes so that budget decisions improve over time. The report is just the evidence. The discipline is the conversation, the testing, and the willingness to change what you spend based on what you learn.

When companies treat attribution as a report, they optimise for a number. They pick last-click because it's easy, or multi-touch because it feels fair, and then they argue about the model instead of the decisions. The report becomes a shield for bad habits.

When companies treat attribution as a discipline, they ask different questions. Which channels are genuinely incremental? Where are we over-investing because of double-counting? What experiment would change our mind in the next 90 days?

The best attribution work we've done started with a whiteboard, not a dashboard. It mapped the business decision first, then designed the measurement to support it. Sometimes that meant a multi-touch model. Sometimes it meant a geo test. Sometimes it meant killing a channel that looked good in the report but failed in real life.

If you're wrestling with attribution, start here: what decision are you trying to make? The right model is the one that helps you make it with more confidence. Everything else is decoration.