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Christmas shopping timing is a critical variable in retail planning, influencing inventory management, promotional scheduling, and consumer communications. The distribution of purchase intent across the pre-Christmas calendar determines how retailers allocate resources and when engagement with shoppers is most likely to generate conversion.
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