Customer-centric success
Deeper campaign insights
Scaled growth
Improved category performance
A CPG manufacturer transitioned its messaging strategy from attribute-focused to customer experience-driven. To assess the effectiveness of this shift, the company aimed to compare the impact of both approaches on brand volume sales at the retailer level.
Key challenges
Measuring campaign influence
Enhancing future campaign returns
Assessing old vs. new strategy on sales
The solution
Advanced modeling
Applied Bayesian regression
Built marketing models
Assessed campaign impact
Retailer insights
Used national priors
Evaluated sales impact
Customized retailer insights
1
Media analysis
Used Bayesian Network
Mapped channel links
Captured direct and indirect impact
2
Sales measurement
Measured media impact
Tracked sales gains
Isolated messaging effects
3
ROI optimization
Measured true ROI
Delivered insights
Optimized strategy
Campaign success
Customer-centric ads increased sales
Better brand and private label
More categories
Data-driven insights
Isolated impact
Optimized decisions
Refined strategy
Strategic growth
Optimized plans
Better partnerships
Better private label
Future optimization
Refine campaigns using advanced analytics
Strategic growth
Strengthen data-driven decision-making
Enhanced impact
Maximize ROI across media channels
Transform your enterprise with AI that delivers
