A hybrid search-chat experience combines real-time information retrieval with natural-language generation. Instead of returning only ranked links, it produces conversational answers that can summarize articles, compare options, cite sources, and respond to follow-up questions. section 10.2
This pattern makes searching feel more like a conversation than a command. It can help users investigate topics, refine questions, and move between discovery and action in one interface, but synthesized answers also change how people judge sources and how platforms support advertising. section 10.2
Typical interactions include:
- Summarizing retrieved articles and comparing alternatives. section 10.2
- Answering follow-up questions while adapting to user feedback. section 10.2
- Supporting product discovery through images, prices, brand exploration, merchant links, and conversational checkout. section 10.2
Conversational product search
A user asks for product recommendations, compares options with images and prices, narrows preferences through follow-up questions, and visits or purchases from a merchant site without leaving the conversation. section 10.2
