Shoppers hate it when sellers run out of stock on Amazon. It leaves sellers pretty irritated as well. Consumers cannot buy what they need and must look out for alternative options, while sellers lose their sales and their visibility is reduced.
Alpha Reprice, the best Amazon repricer, lists strategies to not run out of stock.