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Generative engine optimization for local businesses

Generative engine optimization for a local business is the work of making your company easy for ChatGPT, Perplexity, and Gemini to find, read, and describe accurately when a customer asks for a recommendation. Unlike a search ranking, a mention is likely shaped by what the wider web says about you, how consistently it says it, and whether the assistant's crawler can read your site, though no one outside the assistants can say how.

Surfaces we win

  • ChatGPT
  • Perplexity
  • Gemini
  • Microsoft Copilot
Google · AI OverviewLive
AI-generated answer

Cited: yourbusiness.com4.9 ★ (124)Licensed & insured

The problem

A fast-growing share of buyers now ask an AI assistant to recommend a local business, and the assistant answers with a short list or a single recommendation. If the model has never read a credible, citable signal about you, you do not exist in that conversation.

The outcome

When someone asks an AI assistant for the best provider in your market, your business is the name it returns, supported by citations, structured data, and a consistent entity the model trusts.

The work

What we actually do

01

Citable content

Sourced facts, credible references, and clear quotable statements, written so an assistant can lift them accurately.

02

Structured data

Linked schema types per page state your services, hours, and service area in a machine-readable form that search engines use to understand a business.

03

Off-site entity building

Citations, listicles, credible press, and authentic presence in the places AI reads, so your entity is consolidated and trusted.

04

Crawler access and freshness

Open search-crawler access and a freshness cadence, so the models can read you and see you are current. An llms.txt file is optional.

What you get

Deliverables

  • Entity audit across the knowledge graph
  • Citable asset and original-data program
  • Structured data implementation
  • Off-site citation and digital PR plan
  • AI mention and citation-rate tracking

How we measure it

What we report

Mention rate across AI engines

Citation rate in AI answers

Share of voice in generated recommendations

Why a mention is harder to earn than a ranking

Per BrightLocal's 2026 survey, use of ChatGPT and other generative AI tools for local recommendations rose from 6% to 45%. Per the SOCi Local Visibility Index 2026, "ChatGPT recommends 1.2% of brand locations, compared to an average 35.9% appearance rate" in Google's local 3-Pack. Those figures describe locations of multi-location brands, not every business, but the gap shows why the map results alone are no longer enough.

An assistant builds an answer from sources it can read and from what other sites say about a company. A roofer with a thin website and no mentions elsewhere gives it little to work with. A roofer whose name, services, and service area match across the web is easier for anyone, person or assistant, to describe correctly.

Letting the right crawlers in

Access is the first thing to check, and the rules differ by assistant. OpenAI states that "Sites that are opted out of OAI-SearchBot will not be shown in ChatGPT search answers." Its other crawler, GPTBot, covers training, and OpenAI says that "Disallowing GPTBot indicates a site's content should not be used in training generative AI foundation models." The two are controlled separately, so a business can choose to appear in ChatGPT search while declining training use.

Perplexity works the same way. PerplexityBot is "designed to surface and link websites in search results on Perplexity" and "is not used to crawl content for AI foundation models." We read your robots.txt rules for AI crawlers before anything else, because a blanket block put in place by a template or a plugin can keep a company out of these answers without anyone noticing.

The sequence we follow

Our work starts with an entity audit: how your business is named, described, and categorized on your site and in the places that repeat it. Gaps and contradictions in that picture are what an assistant stumbles over. The entity building service covers the fixes and the off-site mentions that reinforce them.

Next is the citable asset and original-data program. A page an assistant can cite has something specific to say: a real price range explained, a process described step by step, or numbers from your own jobs. We help you decide what your company can publish that others do not already say, and we never invent figures. Everything on the page has to be true and sourceable.

Then comes structured data implementation, which states your services, hours, and service area in a machine-readable form that search engines use to understand a business. We do not claim it makes ChatGPT or Perplexity cite you.

After that we build an off-site citation and digital PR plan: the local directories, trade associations, and press mentions that are plausible places for your company to appear. The ChatGPT visibility page goes into how recommendations in that assistant are shaped.

Last is measurement. With AI mention and citation-rate tracking, we check a set of customer questions on a schedule and record whether your company is named and which sources are cited. The AI citation tracking page describes the reporting.

How GEO relates to the other two disciplines

Everything above concerns mentions in ChatGPT, Perplexity, and Gemini, one line of our wider services. Pages written to be pulled into Google's AI Overviews and AI Mode belong to answer engine optimization. The map results and the profile behind them are the work of local SEO, which also covers keeping your listings consistent. Our practical guide on getting cited by ChatGPT and Perplexity is a good read even if you never hire us.

Trades where this matters most

These trade pages show how the questions differ. Details are on the AI search pages for HVAC, roofing, electrical, and restoration companies. To see how an assistant-ready site compares with yours, the free audit scores your AI assistant readiness.

Questions

GEO, answered.

Not through a service we offer, and we would be wary of anyone who says they can sell it. The work is making your business easy to find, read, and describe accurately, then measuring whether assistants name it. Whether a given answer includes you is the assistant's decision.

That is your decision, and it is separate from appearing in ChatGPT search. OpenAI says GPTBot relates to training use, while OAI-SearchBot determines whether a site can be shown in ChatGPT search answers. Some businesses allow search crawling and decide the training question on its own terms.

SEO earns a position in a list of links. GEO aims for a mention inside a written answer, where there may be no list at all. Both need a crawlable site and accurate information, but GEO leans harder on consistent entity details and on mentions from sources other than your own website.

The first step

Ready to win GEO?

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