What is a design of experiments (DOE) with respect to marketing?

Design of experiments (DOE) is a systematic method to design experiments to measure the impact of marketing campaigns. DoE is a method to ensure that variables are properly controlled, the lift measurement at the end of the experiment is properly assessed and the sample size requirements are properly estimated.

DoEs can be designed for most major types of media, like Facebook, Search, TV etc.