search with natural language understanding, multi-constraint queries, and product recommendations. Merchants can customize the chatbot’s behavior, appearance, and training data, including uploads, pages, blogs, and external URLs. Shoply AI also offers a site chat product that crawls and indexes non-commerce websites to power conversational question answering over their content. These tools are designed to improve product discovery, reduce repetitive support, and provide contextual assistance to visitors.