Published onJune 14, 2026Why Native Shopify Filters Break Down Past 1,000 Productsagentic-discoveryshopify-large-catalogecommerce-automationcustomer-experienceNative Shopify filters stop working for collections over 1,000 products, creating a discovery dead-end. Learn how agentic discovery replaces broken legacy systems with a seamless AI reasoning layer.