Drawing on the literature on online advertising, I argue that the fundamental economic difference between online and offline advertising is a substantial reduction in the cost of targeting. This cost reduction informs what I view as the main themes in the online advertising literature: understanding advertising effectiveness, auctions, privacy, and antitrust.