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Local Visibility: The Business Map ChatGPT and Google Show

On local questions, ChatGPT and Google AI Overview display a map of businesses next to their answer. Mentionable reads that map on every scan: who appears, at what rank, with which rating. No extra credits.

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ChatGPT
best physiotherapist in Bordeaux
Who occupies the map
1Cabinet Gambetta4.9214 reviews
2Kiné du Parc4.8176 reviews
3Centre Chartrons · You4.7143 reviews
4Kiné Saint-Michel4.698 reviews

ChatGPT draws this map next to its answer.

Key Takeaways

  • On a question with local intent, ChatGPT and Google AI Overview return a map of businesses alongside the text of their answer. The five other engines Mentionable tracks never do.
  • Mentionable reads that map on every scan and records each business, its rank, its rating and its review count, so you can see where you stand against the businesses that appear next to you.
  • Being named in the text and appearing in the map are two different results. Mentionable crosses them, because the fix is different: one is your business listing, the other is your content.
  • The Local visibility page appears on its own once your scans return maps on at least two distinct prompts over 30 days. A project with nothing local never sees it.
  • Reading the map costs no extra credits. It comes from the scans you already run, on every plan.

Local Visibility

Someone asks ChatGPT for the best physiotherapist in their city. ChatGPT writes a paragraph, names three practices, and next to that paragraph it draws a map with ten businesses on it, each with a rating and a review count. Your practice is in the paragraph. It is not on the map.

That is a specific problem with a specific fix, and until now nothing told you it was happening.

What does Mentionable's local visibility show?

Mentionable reads the business map that ChatGPT and Google AI Overview attach to their answers, on every scan of your tracked prompts, and turns it into seven answers about where your business stands.

Your presence in the map. How often your business appears in the map, across every result that carried one over the period.

Your average rank, and where it is going. Your mean position among the businesses shown, compared with the previous period.

Text against map. Answers that cite you without putting you in the map, and maps you appear in without being named in the text. Two different gaps, counted separately.

Your rating and reviews against the field. Your score and your review count next to the median of the businesses that appear alongside you.

Who occupies the map. Every business seen over the period, from the most recurrent to the rarest, with its average rank, its rating and the number of maps it appeared in.

Where the map is anchored. The dominant city across the businesses returned, so you know which market the ranking actually describes.

The prompts that trigger a map. The questions where text alone is not the whole answer.

A map at the top of the page places the businesses geographically, each point carrying its average rank, yours in your brand colour. Only ChatGPT returns coordinates, so the panel says how many businesses could not be placed instead of quietly dropping them.

Which AI engines return a business map?

Two of the seven engines Mentionable tracks: ChatGPT and Google AI Overview.

ChatGPT attaches a map of businesses to answers with local intent, around ten of them, each with a name, a rank, a rating and a review count, and, when it has them, an address and coordinates. Google AI Overview returns a local pack, shorter, usually three businesses, with a rating and a review count but no coordinates.

Perplexity, Gemini, Copilot, Google AI Mode and Claude answer local questions in text only. No map, nothing to read. That is why local visibility is its own page rather than a column in the dashboard: it describes a signal that only two engines emit.

Why does the map matter more than the text on a local question?

Because on a local question the map is the answer, and the text is the commentary.

Someone reading an AI answer about a dentist in their neighbourhood does not read four paragraphs and then decide. They look at the panel of businesses, the ratings, the number of reviews, and they pick. A business named in the text but absent from the map is a name without a phone number, an address or a review count next to it.

This is also why Mentionable separates the two results instead of merging them into one visibility score. The two gaps have different fixes:

  • Cited in the text, absent from the map. Your content is doing its job. Your business listing is what the engine cannot find or cannot match. That is a listing problem: your Google Business Profile, your categories, your address consistency across directories.
  • In the map, absent from the text. The engine knows your business exists and places it correctly, but has nothing to say about you. That is a content problem: nothing on the web explains what you do well enough for the AI to write a sentence about it.

A single visibility number would have averaged those two into something you cannot act on.

Who is this for?

Any business whose customers ask an AI a question with a place in it. A dental practice, a law firm, a restaurant, a plumber, a gym, a hotel, a local agency. Anyone running several locations, where each city is its own ranking. And agencies with local clients, who need to show a client where they stand in the map that their prospects actually look at.

If your market has no geography, this page will simply never appear for your project, and nothing changes for you.

How do I enable local visibility?

You do not. Mentionable reads the map on the prompts you already track, and the Local visibility page appears in your project's navigation once your scans have returned maps on at least two distinct prompts over the last 30 days.

One map on one prompt can land on a project that has nothing local about it, which is why one is not enough. Two distinct prompts means the signal is real.

You do not need to name a city for a map to appear. ChatGPT decides on its own that a question deserves one, and it often decides that on questions with no place in them at all: "Which farms run team building days?" or "I need help with my social media strategy, who should I contact?" both return a map. If your market has a physical dimension, the signal usually shows up without you doing anything.

Can my own AI read the local data?

Yes, through the Mentionable MCP server. The get_prompt_result tool returns the businesses of a result under localPlaces, as an opt-in field: an agent reading through your history does not pay for the business map unless it asks for it.

That means your own AI can cross the map with the rest of your data, for example compare the ratings of the businesses ranked above you, or find which prompts put you in the map without naming you. The MCP server is available on Pro and Agency.

Which plans include local visibility?

All of them. Local visibility is included on Growth at €79/month, Pro at €149/month and Agency at €299/month, and during the 7-day free trial.

Reading the map consumes no extra credits. It comes from the scans you already run on your tracked prompts, so a project that tracks local questions gets the page at no additional cost.

On an Agency white-label workspace, the page carries the agency's brand, and the client's own business shows in the agency's colour on the map.

Curious if AI mentions your brand?

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Frequently Asked Questions

Does ChatGPT show a map of local businesses?

Yes. When a question has local intent, such as 'best dentist in Austin' or 'plumber near Lyon', ChatGPT returns a map of businesses next to the text of its answer, with a name, a rank, a rating and a review count for each one. Google AI Overview does the same with its local pack. Perplexity, Gemini, Copilot, Google AI Mode and Claude do not return a map.

How does Mentionable track local AI visibility?

Mentionable reads the business map returned by ChatGPT and Google AI Overview on every scan of your tracked prompts. It records each business, its position in the map, its rating and its review count, then aggregates them over time: your presence rate in the map, your average rank and how it moves, and the ranking of the businesses that appear most often next to you.

What is the difference between being cited and appearing in the map?

They are two separate results from the same answer. Being cited means the AI names your business in the text it writes. Appearing in the map means your business shows up in the panel of establishments next to that text. You can have one without the other, and the fix differs: missing from the map usually points at your business listing, missing from the text usually points at your content.

Which AI engines return local business data?

Two of the seven engines Mentionable tracks: ChatGPT, through its business map, and Google AI Overview, through its local pack. Perplexity, Gemini, Copilot, Google AI Mode and Claude answer local questions in text only, with no map attached.

Does local visibility tracking cost extra credits?

No. The business map is read from the scans you already run on your tracked prompts. There is no separate scan, no separate credit and nothing to enable. Local visibility is available on Growth, Pro and Agency.

Why can I not see the Local visibility page?

The page opens once your scans have returned a business map on at least two distinct prompts within the last 30 days. One map on one prompt can happen by accident on a project that has nothing local, so a single hit is not enough. If none of your prompts carry local intent, the page never appears, which is intended.

You can see where you stand today.

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