The challenge
Customers struggled to find products matching their personal style within a very extensive catalog, leading to low conversion rates and abandoned shopping carts.
The solution
We developed a WhatsApp AI agent capable of receiving descriptions and photos from users (e.g., of an outfit or a room to decorate). The agent visually analyzes the images, searches for similar items in the store's vector catalog, and offers personalized recommendations with checkout links.
Tech stack
Gemini 2.0 Flash, FastAPI, Vector Search, Next.js, n8n
Timeline
2.5 months