Normalized Categories: One Filter for "Polos" Across Every Supplier

A new system uses an AI classifier to create a single, normalized product category tree, solving the problem of inconsistent categorization across multiple suppliers. This enables uniform search functionality (e.g., "polos under $10 in navy") across all providers.