Local AI visibility is how often AI assistants name your business when someone asks a local question — "best roofer in Chattanooga," "who does same-day AC repair near me." It's a different measure from your search ranking. A business can rank well and rarely be named, or be named often with no standout ranking, because an assistant composes its answer from what it can read and verify rather than from a ranked list.
What is local AI visibility?
It's the share of relevant local questions in which an AI assistant names your business. Ask ChatGPT, Perplexity and Gemini the ten questions your customers most often ask, and note how many answers mention you. That proportion, tracked over time, is your local AI visibility.
It sits alongside the measures you already know — map pack position, organic ranking, Business Profile views — but it answers a question none of them can: when someone asks a machine who to call, is it you?
Why isn't it the same as ranking?
A ranking is a position in a list. An AI answer isn't a list; it's a short piece of writing that draws on several sources and usually names only a few businesses. The assistant might lean on a directory, a news article, your reviews and a competitor's site, and decide who to mention from all of it together.
So the two can diverge. Plenty of businesses rank on page one and are never named. Others are named regularly because they're consistently described across the sources an assistant reads, even without a top ranking. Treating one as a proxy for the other hides the gap.
The levels of visibility
"Did it mention us?" is too blunt a question. There are really four outcomes, and each points to a different fix:
- Named — your business appears in the answer. The goal.
- Cited, not named — the assistant used your page as a source but never said who you are. Your content is working; your identity isn't coming through.
- Read and passed over — it looked at your site and answered with someone else. Your page was reachable but didn't make the case.
- Absent — no trace of you at all. Often a crawler access problem, or a profile the assistant never found.
Speak Local records every answer on exactly this ladder, because collapsing it into yes-or-no throws away the part that tells you what to fix.
An example: one question, four outcomes
Say a dental practice tracks the question "best family dentist in Huntsville." Over four weekly checks on one assistant, it might see: named once, cited without being named twice, and absent once. That isn't a verdict of "visible" or "invisible." It's a practice whose content is being used more often than its name is — which points straight at identity. Clearer business details on the page and consistent listings are the likely fix, not more content.
Reading the ladder this way turns a vague worry into a specific task.
Why one check tells you very little
Ask the same assistant the same question twice and you may get a different answer. That's normal — these systems vary their responses and read the live web each time. A single check is an anecdote. Visibility is a rate you only see by asking repeatedly, on a schedule, and watching the pattern.
What moves local AI visibility
Because assistants build answers from what they can read and verify, the levers are familiar from local SEO, applied thoroughly:
- Access — AI crawlers can fetch your pages, and your content is in the HTML.
- Identity — one consistent name, address and phone, backed by LocalBusiness structured data.
- Corroboration — reviews, listings and mentions elsewhere that agree with your site.
- Clarity — service pages that state what you do, where, and for whom, in plain words.
Rank position isn't on the list. That's the point: local AI visibility responds to how easy you are to verify and quote, which is a different thing from how high one page sits in a list.
How do you improve it?
Work from the level you're on. If you're absent, check that AI crawlers can reach your site. If you're read but passed over, make your service pages answer customer questions directly. If you're cited but not named, strengthen your identity: consistent details, LocalBusiness structured data, and a Business Profile that matches your site. Our AI local SEO guide covers each step.