Marketing automation and the scope of marketers’ heuristics
The study finds that marketing automation, while changing the context of decision-making, doesn't eliminate marketers' reliance on heuristics. Instead, the scope of heuristics shifts to different stages of the decision-making process, particularly in data selection, interpretation of AI/ML outputs, and system control. The "black box" nature of machine learning necessitates human oversight and control within automated marketing processes.