Product AI search

Related Prompts are intuitive, conversational, AI-based, context-aware search suggestions that provide a more precise and relevant search experience. In V.0, Related Prompts are generated at index time using advanced synthetic data techniques and proprietary AI-powered, open-source large language models (LLMs) to create natural language suggestions that capture search intent. They help shoppers discover, refine, or broaden searches by offering contextually relevant, human-like queries.

Because V.0 prompts are synthesized offline, they effectively address cold start situations and guide shoppers toward pertinent products, improving product discovery and engagement.

Related Prompts V.1 builds on the original version by generating suggestions dynamically at query time. This allows prompts to respond to real-time shopper behavior and search patterns, making suggestions more timely and relevant.

By using dynamic data generation, V.1 prompts can incorporate current context, user preferences, and trending search activity. This creates a more responsive and adaptive search experience, helping shoppers discover, refine, or explore products as they interact with the search experience.

AI Overview gives shoppers a concise, AI-powered, human-like summary of what they're looking for and the products that best match their intent. Instead of immediately showing a static grid of product cards, AI Overview generates a real-time summary of search intent, surfacing key products in context.

Built on the same underlying technology as Related Prompts, AI Overview transforms multi-term queries into natural, human-like insight and product recommendations. It helps guide shoppers to relevant items, reduces friction in the journey, and shortens the path to purchase.