01The challenge
Online shoppers abandon carts because they cannot describe what they need through rigid search bars. Browsing hundreds of products without guidance leads to frustration, and no existing tool bridged the gap between natural language intent and product discovery.
02Our approach
We integrated full product knowledge into a conversational AI layer, built a voice agent mode for hands-free interaction, and designed clarifying-question logic that narrows recommendations intelligently without overwhelming users.
03The outcome
Shopping sessions became faster and more decisive. Businesses saw reduced cart abandonment and improved conversion, while users — including those who prefer voice — found the experience accessible and enjoyable.