If Coca Cola cut their $4bn marketing spend to $0. Would their sales also go down to 0 ?
Ground truth experiments to measure incrementality are BS.
We wrote about our research and model development in this eBook
Creating a Synthetic Ground Truth to Measure Marketing Performance
(When the ground isn't flat)