Published onMarch 16, 2026The Invisible Inventory Problem: Why Shopify AI Recommendations are the Key to Scaling Large Catalogsshopify-ai-recommendationsshopify-large-catalogagentic-commerceconversion-optimizationLearn how to solve the 'Invisible Inventory' crisis in high-SKU stores. We explore how Shopify AI recommendations, powered by the Catalog API and autonomous agents, move beyond keyword matching to merit-based discovery.