Our Work

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Shop.ly — AI Shopping Agent

A Shopping Assistant That Knows the Catalog

White-label AI shopping assistant that transforms any product catalog into a conversational AI assistant for FnB, Retail, and Consumer Goods.

Industry
Retail
Since
2025
Built with
RAG, LangChain, Next.js, Supabase, Stripe
Services
AI Agents, Conversational UI, E-Commerce Integration
Shop.ly conversational shopping interface

01 The challenge.

Category browsing and filter pages convert poorly on long-tail queries. Merchants needed a chat surface that actually understood their catalog constraints.

02 What we built.

Shop.ly indexes the full merchant catalog (descriptions, images, pricing, inventory) and applies business rules — promotions, stock limits, delivery zones — inside the chat turn itself.

  • RAG
  • LangChain
  • Next.js
  • Supabase
  • Stripe

03 What it does.

  • Answers come from the merchant catalog: descriptions, images, pricing and stock
  • Promotions, stock limits and delivery zones applied inside the chat
  • Built for FnB, retail and consumer goods
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