Abstract: A system and method to measure brand favorability is described. Brand advertising effectiveness has been traditionally measured using surveys, a technique that has well known limitations. This invention proposes a method called Ad Acknowledgment to gather user feedback, and AdAcknowledgment Rate as a direct measure of brand favorability. Acknowledgment requires no additional effort or attention from users, and enables census style brand favorability measurement that can scale to very large number of people.