AI Trade Promotion Management: 7 Critical Mistakes CPG Brands Must Avoid
The consumer packaged goods industry is undergoing a fundamental transformation in how trade promotions are planned, executed, and optimized. With trade spend representing up to 20% of gross revenue for major CPG companies, the margin for error has never been slimmer. Brands like Procter & Gamble and Unilever are investing heavily in artificial intelligence to maximize their promotional effectiveness, yet many organizations stumble in their implementation. The difference between success and failure often comes down to avoiding predictable pitfalls that undermine even the most sophisticated AI systems. Understanding these common mistakes can mean the difference between transformative ROI improvements and costly misfires in an increasingly competitive landscape where private label brands continue gaining market share. The promise of AI Trade Promotion Management systems is compelling: more accurate demand forecasting, optimized trade spend allocation, real-time promotional adjustmen...