Incrementality Testing

Incrementality testing measures what your marketing spend actually causes, not what it's merely associated with. This category covers the methods (holdout tests, geo-testing, scale tests, ghost ads), the metrics (iROAS), and how incrementality results calibrate Marketing Mix Models (MMM) with real causal evidence, so e-commerce and retail brands can find wasted spend and reallocate budget with confidence.