The essence of Valentine’s Day purchasing is hurry. Customers frequently have little time, insufficient information, and high expectations for relevance when they start the purchasing process. Valentine’s purchases are influenced by intent, emotion, and context, as opposed to discount-driven sale events when price serves as the main filter. From search to checkout, artificial intelligence is helping to close the gap between these aspects and streamline the decision-making process.