Published onApril 3, 2026Death of the Decision Tree: Why High-SKU Shopify Conversion Requires Agentic Discoveryagentic-commercehigh-sku-shopifyguided-shoppingai-product-recommendation-shopifyStop forcing your customers through a maze of filters. Learn why decision trees fail at scale and how agentic discovery allows brands like Country Life Natural Foods to bridge the gap between intent and conversion.