Automated-product-categorization

Managing 10,000+ SKUs with manual tags is a recipe for operational stagnation. This guide breaks down the 'Categorization Tax'—the hidden cost of manual merchandising—and how agentic commerce enables zero-tag discovery for high-revenue Shopify brands like Country Life Natural Foods.