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I Asked ChatGPT About My Own Business. It Got Me Wrong. Here's the Audit I Built Because of It

Straight answer: ChatGPT, Perplexity, Gemini and Claude are already answering questions about businesses like yours, and most owners have never once checked what they say. Run a fifteen minute audit across four tools, write down exactly what comes back, then fix the gaps with real structured content, because AI models can only recommend what they can find and understand.

The question I typed in that I wish I hadn't

Last October I typed "best AI consultant for small business in the UK" into ChatGPT, mostly out of curiosity. I've been doing this work for years, I speak at conferences, I'm on Forbes lists, and I expected to see my own name somewhere in that answer.

I wasn't in it. Three names came back, one was a big consultancy charging enterprise day rates, one was a freelancer whose last blog post was from 2022, and one I'd never heard of. I asked again a week later, phrased slightly differently, and got a completely different list.

A prospective client told me a few weeks after that she'd asked ChatGPT the same question before our first call and got a name that wasn't mine. She booked anyway because a colleague had recommended me directly, but she mentioned it like it was a funny aside. It wasn't funny to me. If she hadn't had that human recommendation sitting alongside the AI one, I'd have lost the enquiry before I even knew it existed.

That's the bit that should worry every small business owner reading this. You cannot lose a lead you never see. Google at least shows up in your analytics. An AI assistant giving your competitor's name to someone in a private chat window leaves no trace in any dashboard you own.

What AI visibility is, and why it's not the same as SEO

Search engine optimisation gets you ranked. AI visibility gets you recommended, quoted, or named inside a conversation the user never sees as a "search" at all. Those are related but they are not the same job, and treating them as identical is where most small businesses go wrong.

Google ranks pages. ChatGPT and Perplexity synthesise an answer from several sources at once and then, increasingly, don't even show you which pages they pulled from unless you ask. That means a page can rank on page one of Google for years and still be invisible to an AI assistant, because the model can't easily lift a clean, quotable fact or answer out of it.

Mailchimp is a decent example of a brand that gets this right without necessarily setting out to. Their help documentation answers direct questions in plain sentences, no fluff, no "in today's fast paced digital landscape." When I've tested AI tools on email marketing questions, Mailchimp's own explanations get pulled almost word for word. Compare that to a lot of small business sites where the answer to "how much does X cost" is buried three paragraphs into a story about the founder's journey. The model skips straight past it.

The fifteen minute audit, step by step

You don't need a tool subscription or a developer to do this. You need four browser tabs and about fifteen minutes.

  • Open ChatGPT, Perplexity, Google Gemini and Claude in separate tabs. Use free versions, that's what most of your customers are using too.
  • Ask each one the same three questions: "who is a good [your service] in [your city/region]", "what does [your business name] do", and "how much does [your service] typically cost in [your area]".
  • Write down, word for word, what each tool says. Note whether your business is mentioned at all, whether the details are correct, and whether a competitor is named instead.
  • Repeat the exact same three questions a week later. Note what's changed. Consistency, or the lack of it, tells you how settled the model's "opinion" of you is.
  • Ask a direct one: "what do people say about [your business name]". This is the one that stings, because it often surfaces old reviews, outdated addresses, or a Companies House listing with your previous business name still attached.

I ran this exact audit with twelve clients over two months at the end of last year. Nine of the twelve weren't mentioned at all when asked for a recommendation in their category. Of the three who were mentioned, one had an address that had been wrong for over a year, because they'd moved premises and never updated an old directory listing that a model had apparently pulled from.

What I found when I widened the test

I asked the same three questions about businesses in six different categories, weighted towards the kind of small, local or specialist businesses I work with: a Bristol accountant, a Manchester wedding photographer, a Tel Aviv marketing freelancer, a Leeds physiotherapist, a Kent copywriter, and a virtual assistant based in Essex.

Across eighteen queries, only five came back with the correct, current business name attached. Three surfaced a competitor by name unprompted. Four gave pricing that was between twelve and forty percent out of date, mostly because the pricing page the model had likely learned from hadn't been touched in over a year. This isn't a huge sample, I'm not pretending it's a national study, but it's a pattern I'd bet money holds up if you tried it on your own business tomorrow.

The uncomfortable part is this: a lot of marketing agencies are now selling "AI SEO" or "AI optimisation" packages, and a fair few of them are guessing. Nobody outside the AI labs has the actual ranking factors for how ChatGPT chooses what to cite, so anyone promising you a guaranteed spot in an AI answer is selling you the same certainty a psychic sells about next week's lottery numbers. What you can do is make your content easier to lift cleanly, which is a different and much more honest promise.

What moves the needle

Structure beats cleverness here. AI models favour content that answers a direct question in one or two clean sentences near the top, then backs it up with specifics. It's the same instinct behind a good FAQ page, and it's why I now build a short, direct answer into the opening of nearly everything I write, including this post.

A few concrete things that help, based on what I've changed on my own site and watched clients test:

  • Put your pricing, location and core service in plain text somewhere a model can lift it whole, not just in an image or a PDF.
  • Keep your Google Business Profile, LinkedIn, and any directory listings identical in wording for your business name, address and services. Models cross reference, and conflicting details make you look unreliable even when you're not.
  • Write genuine FAQ sections with real questions, phrased the way a customer would type them, not the way you'd phrase them internally.
  • Get named on other credible sites. A mention on a trade body page, a guest post, a proper press feature, all of these are the kind of external validation models weigh more heavily than your own homepage saying how great you are.
  • Update old pages. A pricing page from three years ago is doing you active harm now, not just sitting there quietly.

None of this is exotic. It's closer to the discipline behind a strong brand than a technical SEO trick. Look at how Figma built its brand strategy around clear, specific, repeatable messaging rather than vague positioning, or how GoPro's marketing strategy stayed obsessively consistent about what the brand stood for across every channel. That consistency is exactly what makes a business easy for an AI model to describe accurately, because there's no conflicting version of the story floating around for it to pick up by accident.

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Where content format pulls its weight

Direct answers aren't the only format that gets pulled into AI responses. Anything that produces a specific, personalised output tends to get referenced and shared more, which is one reason I've been such a fan of interactive calculators for small business sites, they generate a concrete number a person can quote back, which is exactly the kind of specific detail AI tools and humans both like to cite. The same logic applies to case studies with real figures instead of vague claims, and to the kind of structured, story led content Joe Pulizzi has spent years arguing for, where the specifics of a real example carry more weight than a general statement of principle. I wrote about some of his thinking in my piece on business lessons from Joe Pulizzi, and the core idea holds here too: specificity travels, vagueness doesn't.

How often to check this

Monthly is enough for most small businesses. I check my own visibility every four weeks, same three questions, same four tools, logged in a simple spreadsheet with the date, the tool, and what came back. It takes fifteen minutes and it's caught two outdated mentions and one wrong phone number in the last six months alone, none of which I'd have known about otherwise.

If your business relies heavily on being found by people who ask AI assistants questions before they ever hit Google, which is becoming more common every quarter, checking weekly for the first month while you fix the obvious gaps is worth the extra time. After that, monthly is fine. This isn't a channel that changes hourly, it changes as fast as the underlying content on the web changes, which is slower than most people assume.

And a word of caution before you spend money on this: being mentioned by an AI tool doesn't automatically turn into a sale the way a Google click does, because there's no link to follow half the time, no button to press, nothing to track. Don't let anyone sell you a package promising guaranteed AI mentions with a guaranteed return, because right now nobody, including the people building these models, can promise that with a straight face. If you want a second pair of eyes on whether this is worth your time and budget specifically, that's the kind of practical, unglamorous question I work through with clients as an AI consultant for small business, and it's usually a shorter conversation than people expect.

Fix the basics first though, because most of it costs nothing but an afternoon and a willingness to look at your own pricing page with fresh eyes. Consistency of information, plain direct answers, and a couple of credible external mentions will do more for you than any paid "AI SEO" package sold on urgency alone.

Related reading: Here is what to Expect in a Psychic Reading.

Frequently asked questions

How do I check if ChatGPT knows about my business?

Open ChatGPT and ask it directly what it knows about your business name, then ask for a recommendation in your category and location without naming yourself. Compare the two answers, note anything wrong or missing, and repeat the same test in Perplexity, Gemini and Claude since they often give different answers.

Does AI visibility replace SEO for small businesses?

No, it sits alongside it. Good SEO gets your pages found and ranked, AI visibility is about whether the content on those pages is clear and specific enough for an AI model to lift and quote accurately. You need both, and strong SEO fundamentals usually help AI visibility too.

Can I pay someone to guarantee I show up in ChatGPT answers?

Be very cautious of anyone promising a guaranteed spot in an AI generated answer. Nobody outside the companies building these models controls exactly what gets cited, so the honest work is making your site clear, accurate and consistent, not buying a guarantee that doesn't exist.

How often should I audit my AI visibility?

Monthly is enough once your basics are sorted: pricing, location, services and business name consistent everywhere online. Check weekly for the first month if you're fixing outdated or wrong information, since it's worth catching mistakes quickly early on.

Want this done for you? See AI for solopreneurs.

Related reading: Why Every AI-Written Newsletter Sounds the Same (And What I Changed In Mine) and The AI Sameness Problem: Why Your Small Business Marketing Sounds Like Everyone Else's.

Published and maintained by the Lilach Bullock team, covering marketing, AI and business growth.
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