Trade Promotion Optimization in 6 Steps

TL;DR

Most promo inefficiency comes from poor mechanics-channel fit and weak post-event learning loops.

Key Takeaways

• Avoid one-size-fits-all promo calendars.
• Tie depth and frequency to baseline sensitivity.
• Standardize post-promo diagnostics.

Definitions

• Promo Uplift: incremental volume versus baseline during campaign window.
• Post-Promo Dip: temporary demand decline after promotion period ends.

Checklist/Framework

1. Cluster retailers by shopper and mission profile.
2. Map promo mechanic fit by cluster.
3. Set objective-specific promo templates.
4. Track incremental gross margin and cannibalization.
5. Adjust quarterly with test-and-learn cycles.
6. Build governance with commercial and finance sign-off.

Examples

A personal care portfolio cut low-yield mechanics by 30% and increased incremental gross margin by moving budget to mission-aligned bundles.