The problem
Shoppers didn't know which products suited their skin, so they left without buying or bought the wrong products and returned them.
What we built
- A guided skin assessment embedded in the Shopify store
- AI recommendations mapped to the store's real catalogue
- Explanations of why each product fits
- One-click add to cart
How we built it
We constrained the AI to recommend only from the live product catalogue and validated every result, so suggestions are always real, in stock and relevant.