While platforms like Google and Meta have leveraged substantial AI-driven cost efficiencies, the industry collects no downstream benefits from these advancements while cost maintains an upwards trajectory. Marketers lack practical AI applications for critical functions, including creative development, operational efficiency, and post-campaign analysis.