Speak and Spend: When Voice AI Pays Off in E-Commerce
研究对比了采用天猫精灵智能音箱的顾客与未采用者的购物行为，发现语音AI助手能扩大钱包份额、加深忠诚度并提升客户终身价值，零售商需规范运营以获取持续增长。
Are voice assistants a gimmick or a growth engine? When shopping behavior was compared between customers who adopted a Tmall Genie smart speaker into their homes and those who didn’t, the study showed growth. The voice AI assistant expanded share of wallet, deepened loyalty, and boosted customer lifetime value. Retailers must operationalize it with discipline to capture durable, incremental growth.