AI Search
Quick answer
AI search is the umbrella term for searching through a generative AI system, whether a chat engine, a browser's AI feature, or a search engine's AI layer, that returns a written answer instead of, or alongside, a ranked list of links. It covers tools as different as ChatGPT, Perplexity and Google's AI features, all answering a query directly.
Why it matters
A buyer researching options increasingly types a question into an AI search surface instead of a classic search box, and what comes back is a generated answer that may or may not mention a given brand accurately. Treating AI search as one channel with several tools, rather than a handful of unrelated products, is what makes it possible to check consistently instead of one platform at a time with no pattern, which is how most brands end up checking it today.
How to measure it
Build a short list of buying questions a real prospect would ask, then run them across the specific AI search tools that matter for the market on a repeating schedule, recording whether the brand appears, how it's described and what sources get cited. A fixed list run on a schedule catches drift that a single, one-off check never would. Keep the question list stable between runs and note the date each one was asked, because AI answers can change as engines update and as new pages get published. When an answer changes, compare the cited sources before and after, since a new or removed source usually explains the shift better than the wording of the answer itself.
Example
A founder notices a drop in demo requests and checks the usual channels, ads and SEO rankings, without finding an explanation. Running the company's core buying question through a few AI search tools shows a competitor now appears first in every answer, a change invisible to classic analytics but obvious once someone actually asks the question the way a buyer would, and the kind of gap no dashboard would have flagged on its own.
Frequently asked questions
Is AI search the same as a chatbot?
A chatbot is one form of AI search; AI search also covers AI features built into browsers and search engines that answer a query directly rather than only listing links, so the umbrella term is broader than any single product.
Which AI search engines does MarketHQ track?
MarketHQ tracks brand mentions across ChatGPT, Claude, Gemini, Perplexity, Grok and DeepSeek, run weekly on paid plans, with gap analysis and action plans built from the same checks.
Does AI search replace classic search?
Rarely for every query yet. Many searches still go through a classic results page; AI search is growing alongside it rather than having fully replaced it, and both are worth tracking for the same brand.
Should a small brand bother checking AI search at all?
Yes, at least occasionally. A small brand can lose a buyer to a misdescribed or missing AI answer just as easily as a large one, and the check itself costs nothing beyond asking the question and reading the answer honestly.
Related terms
Related
MarketHQ tracks brand mentions across communities, news, blogs, social and AI answers, and turns them into gap analysis and action plans.