Understanding the Fundamentals of Modern Trade Spend Optimization Trade promotion management has always been one of the most critical—and most challenging—aspects of working in consumer packaged goods. If you've ever managed a promotional calendar or analyzed trade spend ROI, you know the pain: spreadsheets that don't talk to each other, last-minute retailer requests, and the nagging question of whether that end-cap display actually moved the needle. The complexity multiplies when you're managing dozens of SKUs across multiple retailers, each with different promotional mechanics and performance baselines. This is where AI-Powered Trade Promotion fundamentally changes the game. Rather than relying on historical averages and gut instinct, AI systems can analyze millions of data points—past promotional performance, seasonal trends, competitor activity, weather patterns, and even social media sentiment—to recommend optimal promotion strategies.…