How to Get Your Business Cited by ChatGPT and AI Search

A growing share of "who should I hire for this" questions never reach a search results page any more. They get asked to ChatGPT, Perplexity, Claude, or Google's own AI answers, and the person acts on the two or three names that come back.

That is a different game from ranking. There is no position three to climb to. You are either named in the answer or you are not. Optimizing for it has picked up a name, Answer Engine Optimization, and while a lot of what is written about it is speculation, the mechanics are less mysterious than they look.

How assistants actually pick businesses

Three things are happening, and they call for different work.

Training data. What the model absorbed during training. You cannot influence this directly, and by the time it matters it is already fixed.

Live retrieval. Most assistants now search the web mid-answer and read what they find. This is the part you can influence, and it is most of the game.

Citation preference. When retrieving, assistants favor sources that state things plainly, look current, and corroborate across more than one place. A claim that appears only on your own site is weaker than one that also appears in a directory, a review platform, and a news mention.

What this means practically

Answer the question directly, near the top

Assistants extract answers. A page that spends four paragraphs building to the point is worse for extraction than one that answers in the first two sentences and then explains.

This is the same instinct as a featured snippet, applied more broadly. If someone asks "how much does a website cost in Raleigh," the page that gets cited is the one that gives a range early, not the one that withholds it to drive an inquiry.

Be specific about what you do and where

Vague positioning fails badly here. "We help businesses grow" gives an assistant nothing to match a question against. "We build custom websites for home services businesses in Raleigh and the Triangle" is matchable, because it contains the service, the customer type, and the place.

Specificity feels narrowing. In AI search it is the opposite: it is the only way to be retrievable at all.

Publish the questions you actually get asked

Every question a prospect asks on a call is a question someone else is asking an assistant. FAQ content, written plainly and marked up with FAQPage structured data, is unusually well suited to being read and quoted.

Write the real answers, including the ones that are inconvenient. "When is this not worth it" is a question people genuinely ask, and answering it honestly is more likely to be cited than marketing copy that pretends the tradeoff does not exist.

Make your site machine-readable

Several unglamorous things matter more than they should:

• Structured data. Organization, Service, FAQPage, and BreadcrumbList markup tell a machine what your pages are rather than making it infer.
• Real HTML. Content that only appears after a client-side animation or behind an interaction may not be read at all. If your key copy is not in the raw HTML, assume it is invisible.
• An llms.txt file. A plain text summary of your site at /llms.txt, listing what you do and linking your key pages. Support is not universal yet, and it is cheap to add.

Get corroborated elsewhere

Assistants weight agreement across sources. Your Google Business Profile, industry directories, review platforms, and any press or partner mentions all contribute. A business that says the same thing consistently in five places is treated as more reliable than one that says it in one.

This is also why review volume matters beyond its effect on Google: reviews are third-party corroboration that you do the thing you claim to do.

What does not work

Keyword stuffing. Retrieval is semantic. Repeating a phrase does not make it truer, and it makes the page worse to quote.

Content nobody would read. Thin pages generated to cover keyword variations are exactly what retrieval systems are built to discount.

Trying to trick the model. Instructions hidden in your page aimed at an AI reader are treated as untrusted content, not commands. Assistants are increasingly explicit about ignoring them.

A reasonable place to start

If you do nothing else:

1. Write plainly what you do, who for, and where, and put it in the first paragraph of your homepage and every service page.
2. Publish honest answers to the ten questions you get asked most.
3. Add FAQPage and Organization structured data.
4. Make sure your key copy is in the raw HTML, not injected after load.
5. Keep your Business Profile and directory listings consistent.

Most of that is also just good SEO and good writing, which is the reassuring part. The businesses that get cited by assistants are largely the ones that were already clear about what they do. AI search did not change what makes a business findable. It raised the penalty for being vague.

If you want help with this specifically, it is what our answer engine optimization work is for. Or get in touch and we will tell you where you currently stand.