Reduce wasted trade spend with demand prediction for FMCG trade promos

Reduce wasted trade spend with demand prediction for FMCG trade promos targets a $6.0B = 30,000 FMCG brands x $200K ACV. Assumes global mid+enterprise FMCG brands will pay an enterprise-grade trade optimization SaaS license and services. total addressable market with medium saturation and a year-over-year growth rate of 8-12% CAGR in trade promotion optimization and demand forecasting tool adoption among CPG manufacturers.

Key trends driving demand: Retailer digitization -- more POS and promotion event data available from retailers and distributors, enabling model input; Pressure on trade ROI -- rising COGS and tighter margins force brands to measure and optimize promotion effectiveness; Monthly budgeting cadence -- trade and category plans are revisited monthly, creating recurring SaaS engagement opportunities; Improved time-series ML -- modern algorithms provide more accurate short-term promo lift forecasts than legacy statistical models.