LLM SEO for Small Business: How to Get Named When Customers Ask ChatGPT

LLM SEO, sometimes called LLM optimization, generative engine optimization, or answer engine optimization, is the work of making your business easy for large language models to read, trust, and recommend. The models behind ChatGPT, Gemini, and Google's AI answers do not rank ten links. They write a short answer and name a few businesses in it.

So the goal changes. Not position three. A sentence that says your name, what you do, and why you fit.

BrightLocal ran about 200,000 local prompts across ChatGPT, Google AI Mode, and AI Overviews for 1,342 business locations, and analyzed 1.9 million citations. The sources the AI leaned on were not mysterious.

Here is the part that surprises owners. In the same study, a tracked business showed up in 66 percent of Google Maps searches but only 32 to 38 percent of AI answers. Being strong on Maps did not guarantee being named by the AI.

The answers also move. Repeat the same prompt and only 20 to 33 percent of the recommended businesses overlapped. Once a business appeared, it came back in about half of later runs. That is not a reason to give up. It is a reason to give the AI more, and clearer, reasons to pick you every time.

A bakery's facts page is short: what you bake, where you are, when you open, and how to order. That is exactly what the AI quotes.

1. Write the facts down in plain words

One page that says who you are, what you do, the areas you serve, your hours, your prices or ranges, and what makes you different. No slogans. AI tools quote facts, not taglines.

2. Add an llms.txt file and schema markup

An llms.txt file is a short plain text summary of your business written for AI tools. Schema markup labels your name, address, services, and reviews so machines read them without guessing. Both take hours, not weeks.

3. Give every service its own page

"Water heater repair in Oak Park" deserves a page, not a bullet. Each page should answer the questions customers actually ask, in the words they ask them.

4. Match your Google Business Profile to your site

Same name, same address, same phone, same categories. Our Google Business Profile guide walks through it line by line.

5. Ask the AI, then fix what it gets wrong

Ask ChatGPT and Google's AI what they know about your business. Write down every wrong hour, missing service, and competitor named instead of you. That list is your to do list.

LLM SEO is not a trick. It is a clear, fast, honest website that a machine can read in one pass. If yours is not that today, it can be in under a month: see the small business website offer, or read why AI agents now shortlist businesses before people do.