Large-catalog-discovery

High-SKU Shopify merchants often see new arrivals gather dust because traditional recommendation algorithms favor old bestsellers. Learn how agentic commerce solves the 'Cold Start' problem, ensuring your newest inventory gets discovered immediately through semantic understanding and guided shopping.

Legacy SEO tactics like 'Collection Explosion' are becoming obsolete as AI agents take over discovery. Learn why high-SKU Shopify merchants are moving toward agentic discovery to solve 'Fitment Fear' and reclaim their 'Inventory Shadow'.