GEO vs SEO for Local Businesses: What's Different and What Carries Over

What is the difference between GEO and SEO for a local business?

SEO is the work of showing up in Google search and the map pack. GEO, or generative engine optimization, is the work of being named in AI answers from ChatGPT, Claude, Gemini, Grok, Perplexity and Google's AI features. Most of the groundwork is the same. The real difference is where each tool gets its local facts.

Thryv, which ranks first for this topic, frames it well: GEO focuses on improving how your business is represented in generative AI responses. The result each one produces is different, but the signals feeding it are the same. I agree with most of that. Where I go further is the plumbing. Google's AI features run on Google Search. ChatGPT runs on a separate crawler plus licensed data. That gap creates a few specific tasks that Google-only SEO never had to think about.

If you are new to the whole idea, start with my primer on what AI search visibility is or the longer guide to generative engine optimization.

Does "GEO" mean AI answers or geo-targeted ads?

It depends on who is writing. In this article, GEO means generative engine optimization. That is how researchers coined it in the 2023 paper "GEO: Generative Engine Optimization" (arXiv 2311.09735), and it is the meaning Google uses too.

But "geo" also gets used for geo-targeting, which means aiming paid ads at people based on where they are. One of the top three pages for this keyword uses it that way. Its comparison table describes GEO targeting as paid & real-time targeting on ad platforms, with a pay-per-click cost model. That is a real thing. It is just not what this article covers.

Why it matters: if a provider pitches you "GEO," ask which one they mean. If they mean ads, you are buying paid clicks. If they mean AI answers, you are buying work on your listings, your site and your profiles elsewhere on the web.

Where does each tool get its local answers?

It depends on the tool. Google's map pack and AI features draw on Google's own systems. ChatGPT draws on OpenAI's crawler and licensed partners such as Yelp. For several other assistants, the details are not fully documented. Here is the map, based on official docs where they exist.

Google map pack

The map pack is the box of three local results with a map. Your Google Business Profile drives it. You cannot control who searches or from where. You can control the listing itself: categories, hours, service area, description, photos, review replies and posts. That is classic local SEO, and none of it goes away.

Google AI Overviews and AI Mode

Google's May 2026 guide is direct about this. It says SEO best practices are still relevant because its AI features are "rooted in our core Search ranking and quality systems." Google even addresses the buzzwords. After defining AEO and GEO, it says optimizing for generative AI search is optimizing for the search experience, "and thus still SEO."

Two more details matter for local businesses:

• Local details are named outright. The guide has a section on optimizing your local business and ecommerce details . Google notes that AI-generated responses may include local business information, and it points to products such as Merchant Center and Google Business Profile . So your Business Profile work feeds Google's AI surfaces as well as the map pack.
• One question becomes many searches. Both AI Overviews and AI Mode may use a "query fan-out" technique, issuing multiple related searches across subtopics and data sources . A question like "who can fix a leaking water heater today and takes weekend calls" can trigger searches about hours, service area and reviews. Pages and profiles that state those facts plainly have more chances to match.

There is also a new setting to check. Search Console now has a Search generative AI control. Google says that as of August 31, 2026, it has rolled out this control to all websites worldwide . Including your site is the default control for all properties . But if you pick exclude, your site's content is prevented from being visible to users in Search generative AI features . If someone ever changed that setting, it is worth a 30-second look. More on Google's side is in my post on Google AI Mode for local businesses and getting found in AI Overviews.

This is not a small audience. Google says AI Overviews now has over 2.5 billion monthly active users, while AI Mode has surpassed one billion monthly users.

ChatGPT

ChatGPT is a different system, with two inputs that matter for local businesses.

First, its own crawler. OpenAI says OAI-SearchBot is used to surface websites in search results in ChatGPT's search features. Sites that are opted out of OAI-SearchBot will not be shown in ChatGPT search answers, though can still appear as navigational links. GPTBot is the training crawler, and OpenAI treats the two separately: a webmaster can allow OAI-SearchBot in order to appear in search results while disallowing GPTBot . A leftover robots.txt block from an old site build or a security plugin could quietly keep you out of ChatGPT search.

Second, licensed data. On July 23, 2026, Yelp said it is licensing reviews, photos and other business information to OpenAI, giving ChatGPT a new source of real-time local recommendation data . The deal gives OpenAI access to 330 million cumulative user-generated reviews and more than 8 million business listings. Yelp branding and links will appear when OpenAI uses its content, although OpenAI controls how that experience is presented . Yelp also plans to bring its Request a Quote feature into ChatGPT, letting users contact participating merchants directly from AI-generated responses .

That is the biggest local GEO change of the year, and none of the top three articles mention it. If your Yelp hours are wrong, that error now has a path into ChatGPT. Since the deal is non-exclusive, Yelp can keep licensing its data to other companies. Yelp already provides business information to Apple Maps and Yahoo .

What I could not find: any OpenAI document saying ChatGPT reads your Google Business Profile. So I don't assume it does. For the full ChatGPT picture, see how to get found in ChatGPT and ChatGPT vs Google for local search.

Claude, Gemini, Grok and Perplexity

Here the public documentation gets thinner, and I won't pretend otherwise. Third-party crawler references list OAI-SearchBot, Claude-SearchBot, and PerplexityBot as the crawlers that build the indexes these assistants search when they answer a live question. So the same robots.txt check applies to all three.

For the Gemini app and Grok, I did not find official documentation that explains how they pick a local business. Google's guide covers Search features like AI Overviews and AI Mode, not the standalone Gemini app. Our team's working notes also suggest Claude's web results lean on Brave Search, so it is worth checking whether Brave has your site indexed. Treat that as a field note, not an Anthropic statement.

The practical answer for tools you can't see inside: keep your business facts identical everywhere they can find them. That includes your site, Google, Bing Places, Apple, Yelp and your industry directories. Each tool has its own guide: Claude, Gemini, Grok and Perplexity.

What carries over from local SEO to AI answers?

Almost all of it. Google's guide says foundational SEO best practices, such as building a clear technical structure and creating unique, valuable content, are the foundation for visibility in generative AI search experiences . Here is the local version of that list:

1. A complete, correct Google Business Profile. Categories, hours, service area, description, photos. It feeds both the map pack and Google's AI features.
2. Reviews and review replies on more than one platform. Google reviews still matter for Google. Yelp reviews now reach ChatGPT through the licensing deal.
3. Service pages that state plain facts. What you do, where you do it, your hours, what it usually costs, and how to book. A page like that is easy for a person or a machine to read.
4. The same name, address and phone everywhere. Two versions of your business across directories is a problem for any system trying to match facts.
5. A technically healthy site. Indexable, fast enough, not hidden behind scripts that crawlers can't read.

If you already do these well, you are most of the way there. My AI visibility audit checklist turns this into a step-by-step review.

What is actually different for AI answers?

Less than the hype suggests. Four things are new or more important than before.

1. Crawler access beyond Googlebot

Google-only SEO checks whether Googlebot can crawl you. GEO adds OAI-SearchBot, Claude-SearchBot and PerplexityBot. Open yourdomain.com/robots.txt and look for any rule that disallows them, or a blanket rule that blocks everything except Google. OpenAI says to help ensure your site appears in search results, it recommends allowing OAI-SearchBot in your site's robots.txt file . OpenAI also says a robots.txt change can take about 24 hours to affect search results. Step-by-step rules are in how to allow AI crawlers in robots.txt.

2. Third-party profiles carry more weight

In classic local SEO, directories were mostly about consistency. In AI answers, some of them are direct data sources. Yelp is now the clearest documented example for ChatGPT. Claim your profile, match it to Google, and reply to reviews there too. Apple matters as well. Setup is covered in Apple Business Connect setup.

3. Pages that answer the question a customer actually asks

People ask AI tools full questions, not two-word keywords. "Which dentist near me takes my insurance and sees kids on Saturdays?" A page that answers those details plainly is easier to match than a page that says "quality care for the whole family." You don't need dozens of new pages. You need your existing pages to state the facts customers ask about.

4. Measuring each tool separately

Map rank trackers don't tell you what ChatGPT says. You have to ask each tool and log the answers. Google now helps on its side: in June 2026, Google introduced dedicated Search generative AI performance reports in Search Console , which show impressions in AI Overviews and AI Mode. For the other tools, it is still manual prompts and notes.

GEO vs SEO side by side

Here is the short version, for a local business with a Google listing, a basic site and no data team.

What do the studies say about local AI answers?

There is a lot of data floating around. Nearly all of it comes from vendors who sell SEO or AI tracking tools. That doesn't make it wrong, but it isn't settled fact either. I couldn't check the full methods behind the summaries below, so read them as signals.

• BrightLocal (vendor study, relayed on X): According to a summary of the study, it looked at 200,875 local AI searches and about 1.97 million citations across ChatGPT, AI Mode and AI Overviews. It found that 93% of unique cited domains were individual business sites, and those sites got 42% of citations. If that holds up, your own website matters a lot.
• BrightLocal on consistency (vendor study, relayed): Another summary reports that only 20 to 33% of results overlapped when the same search was repeated. Its advice was Bing Places, identical NAP and reviews beyond Google, with Yelp as a top source. Takeaway: one missing answer is not a verdict.
• Ahrefs (vendor studies): Ahrefs' Tim Soulo summarized 14 studies. Among the findings: 28.3% of ChatGPT's most-cited pages had no Google visibility, and schema had no meaningful impact on citations. That data is mostly not local, but it supports the point that ChatGPT is not just a copy of Google.
• The original GEO paper (academic): The 2023 paper tested content changes on a research benchmark. Its authors reported that adding citations, quotations and statistics made sources more visible in generative answers. It did not study local businesses or map listings.

My read: the data points the same way as the official docs. Keep your own site clear and factual, keep your profiles consistent, and don't trust a single snapshot.

What can a local business skip?

Plenty. Some of the most-sold "GEO" items have weak or no support in the official docs.

• llms.txt projects. Google says creating these files will neither harm nor help your site's visibility or rankings in Google Search, as Google Search ignores them. Other tools may read them, but I treat them as cheap housekeeping at most. More in llms.txt for small business.
• Chopping content into fragments. Google says there's no requirement to break your content into tiny pieces for AI to better understand it.
• Buying mentions. Google's guide says seeking inauthentic mentions "isn't as helpful as it might seem" because core ranking systems focus on quality while other systems block spam. Fake reviews are worse, and they carry legal risk.
• Schema as a magic lever. Google's guide warns you shouldn't overfocus on structured data . Keep your LocalBusiness markup accurate and matched to the page. That's housekeeping, not a ranking trick. Details are in local business schema for AI search.
• Budget-split formulas. Page One Power recommends you dedicate 80-90% of your budget to proven SEO fundamentals that generate business right now. Invest 10-20% in GEO to build AI visibility. I found no evidence behind that split that a local owner could check. Because the work overlaps so much, splitting it into percentages misses the point.

Which should a local business do first?

Fix whatever is broken, in this order. Most items help Google and AI tools at the same time.

If you'd rather hand this off, here is how my process works and what's included in my services. For a sense of cost, see what AI search optimization costs.

How can I check my own AI visibility for free?

You can do a useful check in about 20 minutes with no paid tools.

1. Write down five questions a real customer would ask, such as "best emergency plumber near me open Sunday" or "family dentist that takes Delta Dental near [your town]."
2. Ask each question in ChatGPT, Claude, Gemini, Grok, Perplexity and Google (check AI Mode and any AI Overview).
3. For each answer, note whether you appear, and whether your name, hours, phone and services are correct.
4. Note which sources get cited. If Yelp or a directory keeps showing up, that profile deserves attention.
5. Repeat the same questions a week later. Answers change between runs, so look for patterns, not single results.

Wrong details usually point to a listing somewhere that needs cleanup. Being absent once is not a verdict. My full walkthrough is in how to check if AI recommends your business. If a competitor keeps showing up instead of you, read why ChatGPT recommends my competitor.

What nobody can promise

I can't promise any placement, and neither can anyone else. That goes for ChatGPT, Claude, Gemini, Grok, Perplexity, Google AI Overviews, AI Mode and the map pack. Each tool decides its own answers, and those answers change. OpenAI controls how Yelp data shows up in ChatGPT. Google controls what its AI features cite. No vendor has a back door.

What I can stand behind is the work: crawlers allowed, settings checked, listings complete and consistent, and pages that answer real questions. If someone offers guaranteed AI recommendations or a fixed timeline, ask how. Then read how to choose an AI search optimization agency before you sign anything.

How I put this together

On October 22, 2026, I searched "geo vs seo for local businesses" in US results and read the top three pages:

• Thryv: SEO vs. AEO vs. GEO. Recently updated and well organized. It argues it's all still SEO, which Google's own guide now backs up. It doesn't explain where each AI tool gets local data, and it doesn't cover robots.txt, the Yelp deal or the Search Console AI setting.
• Page One Power: GEO vs SEO. A solid side-by-side comparison. It was published before Google's May 2026 guide and the July 2026 Yelp deal, and its 80/20 budget split has no evidence a reader can check.
• DEV Community: GEO vs SEO. This one uses GEO to mean geo-targeted ads, not AI answers. That's useful for ad buyers, but it misses what most people searching this term want, and it is from 2025.

Just below them, Local Falcon's guide offers a good tactic list. One tactic is to embed data, stats, and case studies , which a new business can't honestly do on day one.

What this article adds: a source-by-source map of where each tool gets local facts, built on Google and OpenAI documentation. It also covers the Yelp and OpenAI licensing deal, the Search Console AI setting that became available to all sites in August 2026, the GEO naming mix-up, clearly labeled vendor data, and a plain list of what to skip. Where I couldn't find a primary source, I said so instead of guessing. More posts like this are on the blog, and the big-picture version is in Get Found with AI.

Frequently asked questions

What is the difference between GEO and SEO for a local business?

SEO is the work of showing up in Google search and the map pack. GEO, or generative engine optimization, is the work of being named correctly in AI answers. Most of the groundwork is the same. The difference is where each tool gets its local facts: Google's AI runs on Google Search, while ChatGPT uses its own crawler plus licensed data like Yelp.

Is GEO the same as geo-targeting?

No. In this article GEO means generative engine optimization, which is about being named in AI answers. Geo-targeting means aiming paid ads at people by location. Some pages that rank for this keyword use GEO to mean geo-targeted ads, so check which one a provider is selling.

Do I need to do anything special to show up in Google AI Overviews or AI Mode?

Google says no special optimization is needed beyond normal SEO. Your pages need to be indexed and eligible for a snippet. Also check the Search generative AI setting in Search Console. Include is the default, but if someone switched it to exclude, your site will not appear in those features.

Can my website accidentally block ChatGPT?

Yes. OpenAI says sites that opt out of OAI-SearchBot in robots.txt will not be shown in ChatGPT search answers, though they can still appear as navigational links. GPTBot, the training crawler, is controlled separately. Check your robots.txt file for both.

Does Yelp matter for showing up in ChatGPT?

It can. In July 2026 Yelp agreed to license reviews, ratings, photos and business information to OpenAI for ChatGPT. Claim your Yelp profile and make sure the name, hours, phone and services match your Google Business Profile.

Should a local business stop doing SEO and switch to GEO?

No. Google says optimizing for its AI search is still SEO, and most local SEO work carries over to AI tools. Keep your SEO and add a few AI-specific checks on top: crawler access, third-party profiles and pages that answer customer questions.

Can anyone guarantee my business will be recommended by AI?

No. Nobody can guarantee placement, citations or a timeline in ChatGPT, Claude, Gemini, Grok, Perplexity, Google AI features or the map pack. AI answers also change from one run to the next. Be wary of any offer that promises a spot.

Sources

1. Google Search Central: Optimizing your website for generative AI features on Google Search
2. Google Search Central: AI features and your website
3. Google Search Console Help: Search generative AI control
4. Google: New opportunities, control and insights for website owners
5. Search Engine Journal: Google's New AI Search Guide Calls AEO and GEO "Still SEO"
6. Search Engine Land: Google publishes guide on optimizing for generative AI features
7. GIGAZINE: Google Search's official guide to optimizing for generative AI features
8. Target Internet: How to optimise your content for AI Overviews and Google AI Mode
9. OpenAI: Overview of OpenAI Crawlers
10. Momentic: List of Top AI Search Crawlers and User Agents
11. GEO Toolbox: AI Crawlers list
12. Axios (via Yahoo Finance): Exclusive: Yelp deal pushes local reviews into ChatGPT
13. Search Engine Land: ChatGPT gains access to Yelp reviews, ratings, and photos
14. TechWyse: Yelp Signs Licensing Deal With OpenAI
15. citybiz: Yelp Licenses Reviews and Business Data to OpenAI
16. Aggarwal et al., GEO: Generative Engine Optimization (arXiv 2311.09735)
17. Summary of BrightLocal local AI search study (vendor study, via X)
18. Summary of BrightLocal result consistency findings (vendor study, via X)
19. Ahrefs findings summarized by Tim Soulo (vendor studies, via X)
20. Thryv: SEO vs. AEO vs. GEO
21. Page One Power: GEO vs SEO: Which Strategy Wins for Local Business Growth in 2026?
22. DEV Community: GEO vs SEO: Which Strategy Works Best for Local Businesses?
23. Local Falcon: Generative Engine Optimization (GEO) vs SEO