Are folks not aware of the idea of a 'control' group or 'hold-out' group? It's easy to mathematically prove the effectiveness of some types of direct response

Are folks not aware of the idea of a 'control' group or 'hold-out' group? It's easy to mathematically prove the effectiveness of some types of direct response digital advertising, such as what corporations are running on Facebook.