By 2021, CMOs will spend nearly $119 billion on search marketing, display advertising, online video, and email marketing. Over the next five years, search will lose share to display and social advertising while video will scale. These changes reflect a new emphasis on quality over quantity, a dynamic that will reintroduce human intervention into programmatic ad buying, turn marketers into growth hackers, and put long-tail publishers out of business.