Why AI can't tell what your business sells

You've explained your services on your homepage. You've listed them in your menu. You might even have a dedicated page for each one. So why does ChatGPT keep describing your business in vague terms — or worse, getting it wrong?

The issue isn't the amount of content you've written. It's how AI tools read what's there. ChatGPT, Claude and Perplexity all need to categorise your business in seconds, and most websites give them just enough information to be confused. By the end of this post you'll know why this happens, what AI tools actually need from your service pages, and the changes that turn vague descriptions into confident recommendations.

Why AI gets confused about what you sell

AI tools build a mental picture of your business from a handful of signals on your website — your headlines, the first sentence of each service page, your About content and the words around your contact details. They aren't reading every paragraph in order, the way a customer might. They're scanning for patterns.

If your homepage says "We help businesses grow" and your service page is titled "Our Approach", AI tools have nothing concrete to grab onto. A picture framer in Norwich who calls their services "Bespoke Solutions for Every Wall" might know exactly what they offer, but ChatGPT sees a generic phrase that could mean anything.

The result is that AI tools either describe your business in fuzzy, marketing-speak terms — or skip you entirely in favour of a competitor whose pages spell things out.

What AI sees on a typical service page

Put yourself in the AI tool's position. It lands on a service page, reads the first 200 words, and tries to answer two questions: what does this business actually do, and who is it for? If those answers aren't obvious in the first few lines, the page gets filed under "unclear" — and the business with it.

When you sign up at AI My Site, the scan shows you exactly what each AI platform thinks your business does, including the gaps where your descriptions are too vague to be picked up.

What AI tools actually need from your service pages

The fix isn't writing more — it's writing more directly. Every service page needs to do three jobs in its opening lines: name the service, name the audience, and name the location.

Name the service in plain terms

Use the words your customers would use when typing into Gemini or talking to Claude. A driving instructor in Sheffield should call themselves "a driving instructor in Sheffield" — not "a journey partner" or "a road skills mentor". Jargon-free language isn't dumbing down. It's matching the way real people ask AI tools for recommendations.

If your service has a category most people understand — accountant, dog groomer, kitchen fitter — use it. If your work crosses several categories, pick the one most customers start their search with and lead with that.

Name your audience

AI tools want to know who you serve. "Family-run holiday let in Plymouth, sleeping six" tells Perplexity who the page is for. "A relaxing place to recharge" doesn't. Adding the audience makes you findable for the specific question — "best family holiday let in Plymouth" — rather than competing with every accommodation site in the country.

Name your location

Postcodes and town names aren't filler. They're how AI tools sort thousands of similar businesses. A photographer in Brighton should mention Brighton on every service page, not just the contact page. The same goes for service areas — list the towns and postcodes you cover, written as plain text rather than tucked inside a map widget.

Pages that get quoted versus pages that get skipped

Look at any service page on your site through the eyes of an AI tool that's never heard of you. The pages that get quoted by ChatGPT and Claude tend to share a few features — and the pages that get skipped tend to share a different set.

Pages that get quoted

These pages open with a clear, specific sentence about what the business does and where. They use the same words throughout — "wedding photography in Brighton" stays "wedding photography in Brighton", not "capturing your special day" three paragraphs later. They include short answers to the questions customers ask: how much, how long, what's included.

Pages that get skipped

These pages open with a slogan or a quote. They describe a feeling rather than a service. They reference the business name without ever explaining what the business does. And they often hide the most important information — pricing, location, what you specialise in — behind generic navigation labels like "Our Story" or "Discover More".

The difference between the two is rarely effort. It's clarity.

Common mistakes

• Leading with a slogan instead of a description. "Excellence in every frame" might look polished, but it doesn't tell AI tools you're a picture framer. Lead with the service, then add personality below.

• Using internal product names AI can't decode. If you call your packages "Silver", "Gold" and "Platinum" without explaining what each one includes, AI tools will struggle to recommend a specific tier when someone asks.

• Hiding the location in the footer. Postcodes in the footer often get treated as boilerplate. Repeat your location naturally on each service page so AI tools associate it with the work itself.

• Burying pricing and turnaround times. If a customer asks Gemini "how much does it cost to reframe a photo in Norwich" and your page never mentions a price range, you won't be the answer.

• Writing service pages once and never updating them. Pages last edited three years ago feel stale to AI tools, even when the work is current. A small refresh every few months keeps you in active rotation.

How long this takes and what to expect

Rewriting your service pages with this clarity in mind usually takes a couple of focused afternoons for a small business. Most owners find the work goes faster than expected — once you've rewritten one page, the pattern repeats.

Expect changes in AI responses to start showing within four to eight weeks. ChatGPT and Claude don't recrawl daily, and Perplexity blends fresh searches with older information, so improvements tend to appear gradually rather than all at once. By the twelve-week mark, businesses that have tightened their service pages typically see clearer, more accurate descriptions when they test their own name in an AI tool — and start appearing in answers to more specific questions.

If a few pages still don't move, that's a signal to look at trust signals and reviews, not to keep rewriting. Your AI readiness score will show which pages are pulling their weight and which need a different fix.

You've now seen why AI tools struggle to describe what your business actually sells, and the small changes that turn vague pages into pages worth quoting. The work isn't technical — it's just specific.

Want to know exactly what else is holding your website back? Sign up at AI My Site and get your complete SEO and AI readiness action plan in minutes — with step-by-step guides written specifically for your website platform.