Executive Overview
A leading consumer packaged goods company invested heavily in trade promotions but lacked visibility into campaign effectiveness. Quation implemented an AI-driven trade promotion analytics platform that optimized spend allocation and increased ROI by 29%.
Key Challenges
- Low visibility into promotion performance
- Inefficient budget allocation
- Manual reporting processes
- Inconsistent performance metrics across regions
- Limited collaboration with retail partners
Quation’s AI-Powered Trade Promotion Solution
Promotion Effectiveness Modeling
Machine learning models evaluated uplift impact, cannibalization effects, and price elasticity.
ROI Optimization Engine
AI-driven recommendations optimized promotional budget allocation across channels and retailers.
Retailer Performance Analytics
Provided performance dashboards to improve collaboration and joint business planning.
Business Outcomes
- 29% Increase in Trade Promotion ROI
- 24% Improvement in Promotion Effectiveness
- 21% Reduction in Budget Waste
- 17% Increase in Revenue from Optimized Campaigns
Long-Term Strategic Value
Through advanced AI-powered CPG analytics, the company established a data-driven promotional planning framework and improved retailer collaboration.