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The advertising ecosystem has fundamentally transformed for performance marketers. Evolving data policies have required businesses to augment their strategy to find, understand, and convert customers. Simultaneously, artificial intelligence and machine learning have changed how digital advertising works, pushing marketers to move from buying space and audiences to buying outcomes.