Stock tail refers to the remaining quantity of a product that is unlikely to be replenished, often associated with promotional or discontinued items. This situation can present particular challenges, especially in e-commerce, where promoting these products can disappoint customers due to the impending stockout. Effective stock tail management is essential to avoid lost sales and maintain customer satisfaction.