Skin Type, Concern, and Ingredient: How AI Search Transforms Beauty Discovery

Ecommerce search has been one of the most underinvested areas of the modern online shopping experience. For too long, retailers have accepted keyword-based engines as good enough, even as their shoppers became increasingly sophisticated in how they search.