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November 1, 2026
The Port Journal

How L’Oréal Strengthens Global Demand Forecasting in a Volatile Beauty Market

How do you forecast demand for hundreds of luxury beauty brands across 150 countries when consumer behavior changes month to month? That's the problem L'Oréal's Luxury Division faces every planning cycle.

1 min read
How L’Oréal Strengthens Global Demand Forecasting in a Volatile Beauty Market
Photo: SupplyChainBrain

How do you forecast demand for hundreds of luxury beauty brands across 150 countries when consumer behavior changes month to month? That's the problem L'Oréal's Luxury Division faces every planning cycle.

This story was originally published by SupplyChainBrain. Read the full story at SupplyChainBrain →

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