Case studies/E-commerce AI
E-commerce AI

A conversational AI shopping assistant that replaces frustrating search

An intelligent chatbot and voice agent embedded in e-commerce websites — guiding customers from intent to purchase through natural conversation instead of filters and menus.

Conversational AIVoice AgentE-commerce
05
01
The 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.

02
Our 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.

03
The 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.

Results
01Natural language queries handled end-to-end without rigid filters
02Voice agent mode enables fully hands-free, accessible shopping
03Smart clarifying questions reduce time-to-decision significantly
Services
Conversational AIVoice AgentE-commerce

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