AI Assistant
A conversational AI like ChatGPT, Gemini or Claude used for short, varied tasks — usually one question and one answer, not search-style queries.
We often think of AI assistants like ChatGPT, Gemini, and Claude as conversational partners. But new research into millions of real chat sessions shows that we do not actually talk to them that way.
Instead of having long, back-and-forth dialogues, most people treat AI assistants like highly advanced search engines. The typical interaction is incredibly short and lopsided. Half of all conversations last for just two turns, meaning the user asks one question and the assistant gives one answer. While the user's prompt is usually brief—under fifty words—the assistant replies with a much longer, highly detailed answer.
This behavior completely changes how brands need to think about search engine optimization. In the past, companies fought to appear at the top of a ranked list of links. With AI assistants, there is no list. The entire interaction happens inside a single, synthesized answer.
To be seen, your brand has to be part of that one response. This depends heavily on whether the AI decides to search the live web to ground its answer in real-time facts, or if it hands the task off to an autonomous AI agent. To survive in this new landscape, businesses must focus on being the source that these assistants choose to trust and summarize.
An AI assistant is a conversational system — ChatGPT, Gemini, Claude and the like — that people talk to in chat sessions rather than query like a search box. Understanding how people actually use them corrects a common AI-SEO mistake: assuming chat behaves like keyword search.
Our analysis of millions of real chat sessions found interactions are mostly short and lopsided: the average conversation runs about 4.7 turns but the median is just 2, over 80% of conversations are under 1,000 words, and a typical user message is short (median around 48 words) while the assistant replies at length. In short, most people ask one question and get one detailed answer.
That shape matters for how your brand can surface: influence happens inside a synthesised answer, not a ranked list. It connects to how assistants decide to run a search (query deserves grounding) and to the rise of the more autonomous AI agent.