Search experiences using AI to interpret requests, retrieve information, generate answers, or support follow-up exploration.
AI search is a broad description of search experiences that use artificial intelligence to interpret a request, retrieve information or generate a response. Some experiences combine conventional links with a generated summary; others center on a conversation with follow-up questions. The term does not identify one shared index, ranking system or set of website controls.
Retrieval and generation are separate parts of the process. A system can find relevant material and still summarize it inaccurately, omit a limitation or attach a reference that does not fully support a claim. A polished answer should therefore be checked against its sources, especially when the information is current or consequential.
For a business, useful visibility means accurate representation in a relevant context, not merely appearing somewhere in an answer. A brand mention, a supporting citation and a recommendation are different outcomes. Reporting should record the platform, question, date and actual response rather than treating one favorable answer as a stable position across all users.
Takeaway: Make your public information clear and verifiable, and evaluate AI appearances in context. Do not assume that access by one service guarantees inclusion, accuracy or visibility in another.
Example
A restaurant-equipment supplier tests a question about choosing a compact dishwasher. One answer cites its sizing guide, while another mentions its brand without a link. The supplier records those as different observations and checks whether the answer accurately represents the guide’s limits.
What to check
Open the cited pages and compare them with the generated claims. When monitoring your business, use a documented set of relevant questions and keep conditions consistent enough to interpret changes. Avoid promises of guaranteed recommendations from a particular formatting trick.
For more detail, see Google AI features guidance.