How Bazaarvoice scaled AI-powered product insights with Qdrant

Turning billions of reviews into real-time, actionable intelligence Bazaarvoice powers ratings and reviews across the global ecommerce ecosystem, connecting brands, retailers, and consumers through authentic product feedback. From brand-owned storefronts to major retailers, Bazaarvoice sources, verifies, and amplifies reviews at a scale few companies ever reach. As large language models (LLMs) became production-ready, Bazaarvoice saw an opportunity to enhance the experiences of their clients’ shoppers.