Why ChatGPT doesn't recommend your company when buyers ask who's best

ChatGPT recommends the firms whose own website answers the buyer's question. If your site doesn't use the words the buyer uses, for the service and the place, AI picks someone whose site does. It's rarely that AI rates you poorly. More often, it simply never found a page of yours that matched.

Aigentic is a UK AI advisory that checks whether businesses come up when their buyers ask ChatGPT who to use. Here is one firm we checked in September 2026.

The firm

A specialist drilling contractor based in the East of England, with a fleet that includes rigs for tight sites. Exactly the kind of firm a buyer in its region should hear about.

We asked ChatGPT and Gemini three questions a buyer might ask.

The buyer asks	ChatGPT	Gemini
"Who are the best ground investigation drilling contractors in the East of England?"	Not named	Not named
"We need boreholes drilled on a site with very restricted access. Which UK contractor can do it?"	Named first	Named
"Compare the main site investigation drilling contractors around [its home city] and [its county]."	Named first	Named first

Same firm, same day. Invisible on one question, top of the list on another.

Why was it first on restricted access?

Because it has a page about exactly that. ChatGPT's answer linked straight to the firm's restricted-access drilling page and described the service from it: basements, trackside, low headroom. The buyer's question and the firm's page used the same words, so the engine made the match.

Why was it first when the buyer named its city?

Because its website says where it is. Both engines opened their comparison with this firm and described it as local. One answer said its summary was "based on their public service pages and local listings."

Why was it missing from "the East of England"?

Because other firms matched that phrase better. One competitor that ChatGPT did name has a page for its East of England office, and ChatGPT linked to it. The firm we checked is based in that region, but a buyer who described the area that way never heard about it.

Buyers don't all use the same geography. One asks about a region, another names a town near the site. A page that only says "nationwide" gives the engine nothing to match either way.

Was this one firm a fluke?

No. We ran the same kind of check on six specialist firms in the same sector. They were named in 17 of 34 answers. In 14 of those 17, the engine cited the firm's own website. In the 17 answers that left a firm out, its website wasn't cited once.

The other pattern: the engines don't always agree. One firm was named in none of ChatGPT's answers and in two of Gemini's three. Checking one engine and assuming the rest agree will mislead you.

Is what AI says about you accurate?

Not reliably. Across those answers we found an engine listing a lab as "independent" that it described elsewhere as part of a larger group, and the two engines placing one firm in two different towns. If AI describes your firm wrongly, the buyer reads the wrong version, and you won't hear about it.

What would we change on a website?

This part is our view, drawn from what the engines cited:

One page per service, per area you actually cover, written in the words a buyer would use. "Restricted access drilling" gives an engine something to lift. "Comprehensive ground engineering solutions" doesn't.
Name the places you work, the region and the towns, not just "nationwide".
Say what you are in one plain sentence near the top of the home page: the service, the place, and what makes you different.
Ask the engines about yourself. Ask the questions your buyers ask, on more than one engine, and read what comes back.

Key facts

One East of England drilling contractor, three buyer questions, ChatGPT and Gemini, September 2026.
Not named by either engine for "best in the East of England". Named by both for restricted-access drilling, where it has a dedicated page. Listed first by both when the question named its home city.
Across six firms in the same sector: named in 17 of 34 answers; 14 of the 17 cited the firm's own website; none of the 17 misses did.

FAQ

Why doesn't ChatGPT mention my company? Usually because nothing on your website matches the words the buyer used. In Aigentic's checks, a drilling contractor was left out when buyers asked about "the East of England" but listed first when they named its home city, or asked about restricted access, where it has a dedicated page.

Does ChatGPT only recommend big companies? No. In Aigentic's checks, a regional specialist was listed first by both ChatGPT and Gemini when the buyer's question matched a page on its own website. Small firms lose when their site doesn't match the question, not because they're small.

Do ChatGPT and Gemini give the same recommendations? Not always. In Aigentic's checks of six UK specialist firms, one was named in none of ChatGPT's three answers and in two of Gemini's three. Checking one engine and assuming the others agree gives a misleading picture of how buyers see you.

How do I get ChatGPT to recommend my business? Give it a page that answers the buyer's question in the buyer's words: one page per service and per area you cover, naming the places you work. In Aigentic's checks, when an engine named a firm, it cited that firm's own website in 14 of 17 answers.