GuideDo AI answers differ by location?
Yes — substantially, and more than most businesses assume. When a prompt carries location, either explicitly or through inferred context, assistants pull from local sources and name local businesses. This is good news for smaller operators: you're not competing against national brands for a local answer. You're competing against the handful of businesses in your market that a model can actually resolve and verify.
FAQ
How does the assistant know where I am?Sometimes it's stated in the prompt. Sometimes it's inferred from conversation context or, in browsing-enabled products, from the search results being pulled. The practical upshot is the same: the same question asked in two metros frequently returns two entirely different sets of names.
What does that mean for my visibility strategy?That your relevant competitive set is local, and so are the sources that decide the answer — regional directories, local review platforms, "best of" roundups for your metro, and local press. National authority helps you be recognized; local citations help you be recommended.
How do I check my visibility in a specific market?Scan with the local prompts your buyers actually use, including the city name. A free Cited scan runs real location-aware buying-intent prompts and shows who's being named in your market instead of you.
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