As consumers increasingly opt to engage with retailers and brands via chat, firms must ensure that customer experiences are efficient, effective, and effortless. Digital business pros have used chat for years, but few retailers have mastered using conversational interfaces to engage customers during the shopping journey. We reviewed 113 US retailers across categories such as fashion, electronics, travel, and quick-service restaurants (QSRs) to evaluate the current state of chat in retail.