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Wali Ullah Khan
All analytics work

Analytics project, 2024

Holding price against private label

Pricing models built to answer where a brand can defend margin and where it cannot.

Price elasticity curves plotted across product tiers.

Private label competition puts a brand in a bind: cut price and lose margin, hold price and lose share. Which is correct depends on elasticity, and elasticity is rarely uniform across a range.

The modelling estimated response by product tier, then tested how contribution moved under different scenarios rather than optimising to a single point.

The output was a segmentation rather than a price. Some tiers are defensible on brand and should hold; others compete on shelf price alone and should be managed for volume or exited.

Results

  • Elasticity estimated per product tier
  • Scenario testing on contribution rather than revenue
  • Tier-level hold, fight or exit recommendations