What Does It Mean to Have a Dedicated LLM Trained on Your Catalog?

Marqo offers a platform that automatically builds a dedicated AI model for retailers by training it specifically on their product catalogs, eliminating the need for any manual setup or a machine learning team. This model differs from a generic shared search model by providing contextually relevant and specific responses based on the retailer's unique vocabulary, product relationships, and category structure. By addressing the cold-start problem, Marqo's AI understands new products and categories from the outset, without relying on accumulated behavioral data, which is crucial for low-traffic queries and seasonal items. The AI continuously improves with incoming data, requiring no manual retraining, and ensures privacy by using data exclusively for the specific retailer's model. This dedicated AI not only enhances search functionality but also powers recommendations, merchandising strategies, and other commerce touchpoints, offering immediate and tailored results from day one.