Home / Blog / What Is Generative Engine Optimization (GEO)? A Guide for Local Businesses

What Is Generative Engine Optimization (GEO)? A Guide for Local Businesses

Published 2026-09-08 · GEO / AEO

Ramon Diaz · Founder & Lead SEO Strategist, Adatek Agency · 18+ years in digital marketing

GEO / AEO

Generative engine optimization (GEO) is the practice of making your business information clear, accurate, and well-sourced so AI tools such as ChatGPT, Google AI Overviews, Perplexity, and Copilot can find it, trust it, and cite it when they answer questions. Traditional SEO tries to rank a page in a list. GEO tries to get your facts used inside the answer itself. For a local business, that means one consistent story about who you are, what you do, and where you work, told everywhere an AI system might look.

Key takeaways

GEO targets the answer an AI writes, not a position in a list of links.
It builds on SEO. AI tools still need pages they can crawl and facts they can verify.
Research on GEO found that sourced claims, statistics, and quotations improved AI visibility, while keyword stuffing did not.
For local businesses, consistency across Google, Apple, Bing, and directories matters as much as your website.
No one controls what an AI platform says. You can improve the evidence it finds and measure the results.

How do AI search tools decide what to say?

A generative engine answers a question in two broad steps. First, it retrieves sources: web pages, business listings, reviews, and its own index. Then it writes a summary from what it retrieved, often with citations. The research paper that named the field describes these systems as tools that gather and summarize information from multiple sources to answer a query.

That changes what "visibility" means. In a list of ten blue links, you either rank or you don't. In an AI answer, your business might be named, cited as a source, described accurately, described wrongly, or left out entirely. Each of those outcomes depends on what the system could find and how much it trusted it.

What does the research say works?

The term GEO comes from a 2024 study by Aggarwal and colleagues, published at KDD, a major data-mining conference, with authors from Princeton, Georgia Tech, the Allen Institute for AI, and IIT Delhi. The team built a benchmark of 10,000 queries and tested how different content changes affected visibility inside AI-generated answers.

Their key findings:

Citing credible sources, adding statistics, and adding quotations produced the strongest gains, up to about 40% in their benchmark.
Fluent, clearly written text also helped, even without new information.
Keyword stuffing, a classic SEO tactic, didn't improve visibility.
Results varied by topic, so what works for one industry may not transfer directly to another.

Two cautions keep this honest. The 40% figure is a best case measured in a controlled test, not an average you should expect. And AI platforms have changed since the study, so treat it as direction, not a formula.

What does GEO look like for a local business?

A plumber or dental office doesn't need to publish research papers. It needs to make the facts about its business easy to find, easy to trust, and identical everywhere. In practice, that comes down to five areas of work:

One consistent identity. Your name, address, phone, hours, and services should match on your website, Google Business Profile, Apple Business, Bing Places, and major directories. Conflicting records give an AI system a reason to hesitate.
Pages that answer real questions. Put the direct answer in the first sentence or two under a question-style heading: what a service costs, how long it takes, which towns you serve.
Claims you can back up. Replace "we're the best" with specifics: licenses, years in business, the services you actually offer, and sources for any statistic you quote.
Structured data that matches the page. LocalBusiness or a specific subtype, plus FAQ markup where you have real questions and answers.
Corroboration off your site. Reviews that describe real work, accurate directory listings, and mentions in local press or community sites all give AI systems independent confirmation.

How is GEO measured?

GEO can't be measured with a single ranking number, because AI answers vary between sessions and users. Better measurement looks like this:

A fixed prompt set. Write down 10 to 20 questions your customers actually ask, run them in the AI tools you care about on a schedule, and record whether your business is mentioned, cited, or described accurately.
First-party data where it exists. Since February 2026, Bing Webmaster Tools has offered an AI Performance report showing how often your pages are cited in Copilot and Bing's AI answers, along with the queries behind those citations.
Referral traffic. Visits from chatgpt.com, perplexity.ai, and similar sources show up in Google Analytics as referrals.

Is GEO worth it for a small business?

For most local businesses, the first GEO steps are the same good habits local SEO already calls for: accurate listings, useful pages, and honest claims. The additional work is structuring answers clearly, sourcing claims, and checking what AI tools actually say about you. Stay wary of anyone who promises a guaranteed spot in ChatGPT. No agency controls that.

Frequently asked questions

What is generative engine optimization? Generative engine optimization (GEO) is the practice of making your business information clear, accurate, and well-sourced so AI tools such as ChatGPT, Google AI Overviews, Perplexity, and Copilot can find it, trust it, and cite it when they answer questions.

Is GEO different from SEO? They overlap heavily. SEO aims to rank pages in a list of results. GEO aims to have your information used and cited inside an AI-written answer. Both depend on crawlable pages and accurate facts, but GEO puts more weight on direct answers, sourced claims, and consistency across the web.

Does GEO guarantee my business will appear in ChatGPT? No. Each AI platform decides for itself which sources to use, and answers vary between sessions. GEO improves the quality and consistency of the information those systems can find, and monitoring shows whether that is changing what they say.

What does research say works for GEO? The study that coined the term, Aggarwal et al. (KDD 2024), found that citing credible sources, adding relevant statistics, and including quotations improved visibility in AI-generated answers by up to 40% in a controlled benchmark, while keyword stuffing did not help.

How do I know if GEO is working? Track a fixed set of real customer questions in the AI tools you care about and record whether your business is mentioned or cited. Bing Webmaster Tools also offers an AI Performance report showing how often your pages are cited in Copilot and Bing AI answers.

Sources

Aggarwal, P., Murahari, V., Rajpurohit, T., Kalyan, A., Narasimhan, K., and Deshpande, A. "GEO: Generative Engine Optimization." Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024). arXiv:2311.09735.
Microsoft Bing Webmaster Blog, AI Performance report announcement, February 2026.

Ramon Diaz is the founder of Adatek Agency in Hackensack, NJ, with 18+ years in digital marketing. Adatek provides GEO/AEO and local SEO for New Jersey businesses. AI platforms independently decide which sources to use; no agency can guarantee a mention or citation.

Source: adatekagency.com