Profitability-Based Range Planning is a strategic retail assortment optimization method that differentiates itself from other range planning approaches by explicitly prioritizing product selection and allocation based on their contribution to overall profitability, incorporating metrics such as margin, turnover, and shrinkage to determine optimal product ranges.