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Category Weighted Distribution refers to a brand’s presence as a percentage of where money is spent in the category. For a brand to increase their quality of distribution, they want to be available where customers are spending the most in its category. By identifying the gaps in a weighted distribution, businesses can improve their presence in the right retailers.