The extant literature on retail category pricing optimization concentrates on grocery retailing. In contrast, this article focuses on the problem of determining profit-improving, store-level prices of failure-related "hard-part" product categories at a US specialty automotive part retailer with 3400 stores. Using two years of weekly sales histories from 800 stores, the authors develop store-lev…