Marketing departments everywhere are bombarded with noise about AI transforming their work—yet behind the enthusiastic vendor pitches and trending LinkedIn posts lies a reality of mixed results and growing frustration. Despite the extensive attention AI has received in marketing circles, many professionals find themselves caught between exciting possibilities and disappointing actual outcomes. This disconnect isn’t because AI tools lack capability—it’s because most marketers are missing fundamental understanding of how to direct these systems effectively. The
