Geo Test (Geographic Holdout Test)

An incrementality test that uses geography as the unit of randomization. Some regions receive a treatment, like increased spend or a new channel, while matched control regions don't. Geo tests are a reliable method for estimating causal lift when user-level randomization isn't feasible, such as for TV, OOH, or broad awareness campaigns.