Executive Brief

For decades, experienced merchants and marketers made promotional decisions by instinct, refined through pattern recognition, vendor relationships, and hard-won market intuition.

That instinct was valuable when data was scarce and competitors moved slowly. Neither condition holds today. In a market defined by margin compression, AI-empowered rivals, and shoppers whose brand loyalty resets at the shelf edge, intuition-led promotion planning is no longer efficient.