Attribution provides a straightforward way to measure the impact of advertising, yet it often underestimates or overestimates causal effects. Insights reveal the complexities of ad exposure, as those who see ads may differ significantly from those who don’t, complicating accurate measurement. Exploring alternatives to attribution uncovers the nuances of how advertising truly influences consumer behavior.