AEO and GEO Expert for Local Businesses: How I Work on AI Search Visibility
How Abhijeet Saxena approaches AEO and GEO for local businesses: the entity audit, answer-first content, corroboration, crawler access and honest measurement.
Contents
I'm Abhijeet Saxena, a local search expert and the founder of The GBP Agency. Part of my work is answer engine optimization (AEO) and generative engine optimization (GEO) for local businesses: helping the facts about a business reach AI assistants and AI search features accurately. Some people call this AI search optimization; the aim is AI search visibility that is accurate, not just frequent. This page explains how I approach it and what I won't promise.
The terms in one line each:
- AEO makes content easy to select as the direct answer to a question (what is AEO?).
- GEO makes a business or source easy for generative AI systems to understand, trust and cite (what is GEO?).
How they relate to SEO is covered in AEO vs GEO vs SEO.
Why local businesses are a different case
Most AEO and GEO advice is written for brands and publishers. Local businesses differ in three ways:
- The evidence is often not the website. In a test on 10 November 2026, ChatGPT answered "recommend local search experts" with businesses near the person asking, using their map listings, ratings and phone numbers (the full observations). For local questions, the Business Profile and reviews can carry more weight than any article.
- Facts change often. Hours, services, prices and staff change more often than a brand's positioning, and an AI answer built on an old listing is simply wrong.
- Names collide. Many local businesses share names with others in other cities. Consistent name, address and phone details are how a system tells them apart.
How I approach AEO and GEO
- Start from local SEO. If the Business Profile is wrong or the key pages aren't indexed, nothing else matters yet. I check this first (what is local SEO?).
- Entity audit. Is the business described the same way on its website, Business Profile, Apple Business Connect, Bing Places, social profiles and key directories? Are relationships stated on both sides (for example, a founder named on the company's own site)?
- Answer-first content. Rewrite the pages that matter so each customer question is answered in the first one or two sentences of its section, with facts stated plainly: prices or price ranges, areas served, hours, credentials.
- Corroboration. Encourage genuine reviews that describe the service, and earn mentions from sources other than the business itself: local press, associations, industry directories.
- Crawler access. Decide deliberately which AI crawlers may visit, using each provider's documentation (OpenAI's OAI-SearchBot, PerplexityBot, Anthropic's Claude-SearchBot), and keep search crawlers unblocked if being found is the goal.
- Structured data, where it's true. Schema that describes the business accurately, with no reviews or ratings that aren't real.
- Measure. Ask the main assistants the same customer questions every month, and record whether the business is mentioned, recommended and described accurately, and which sources are cited. Then fix inaccuracies at the source.
The layered checklist shows the same work in the order I'd do it.
What I won't do
- Promise that any AI assistant will recommend a business
- Hide text or create pages only for machines
- Publish content whose only purpose is to manipulate AI answers
- Treat llms.txt, FAQ markup or any single file as a guaranteed fix
- Add structured data for reviews, ratings or facts that aren't real
How the work is delivered
I work remotely with businesses worldwide. You can work with me directly, or through The GBP Agency, the specialist agency I founded. On this site I publish what I learn, including tests whose results are inconclusive.
Get in touch
Email hi@abhijeetsaxena.com or message me on WhatsApp (link in the footer). Tell me the business, the area it serves and the questions you'd like AI assistants to answer correctly about it.
Frequently asked questions
Can you guarantee that ChatGPT or Google's AI Overviews will recommend my business?
No. No one can. AI answers vary by platform, location, wording and date, and the providers don't publish how they choose. What can be done is to remove ambiguity, strengthen the sources these systems rely on and measure what changes.
Is AEO and GEO different from local SEO?
They build on it. For a local business, an accurate Business Profile, consistent listings, a clear website and genuine reviews are the foundation that answer engines and AI assistants draw on. AEO and GEO make that information easier to quote and to verify.
Do I need an llms.txt file?
It's optional. llms.txt is a community proposal, and no major AI search provider has said it uses the file to choose sources. It costs little to add, but it won't fix inconsistent facts elsewhere.
Is an AEO/GEO expert the same as an AI search optimization expert?
Broadly, yes. 'AI search optimization' and 'AI search visibility' are newer, plainer names for the same work: making a business easy for AI systems to find, understand, verify and cite.
How do you measure AEO and GEO?
By asking the main AI assistants the questions customers ask, on a fixed schedule, and recording whether the business is mentioned, recommended, described accurately, and which sources are cited.