Marketing Mix Modeling is regression analysis. It uses historical data to infer causal relationships between spend and revenue.
But inference isn't proof. To prove that a channel drives incremental revenue, you need an experiment.
Enter geo-lift testing — the gold standard for validating MMM outputs.