GEO · 4 min

Your buyers are asking ChatGPT for a shortlist. Are you on it?

Vendor shortlists are increasingly being drafted by an assistant before anyone contacts you. You can find out in five minutes whether you're on them — and most companies have never checked.

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Somewhere in the last two years, a step got inserted into your sales process that you can't see. Before a buyer fills in a form, before they read a case study, before they've heard of you — a good number of them now ask an assistant *who should we look at for this*, and take the three or four names it gives them.

That shortlist gets drafted without you in the room. If you're on it, you get the call. If you're not, you don't lose the deal — you never learn it existed.

This is not a small channel any more

ChatGPT reached 800 million weekly active users in October 2025 (TechCrunch), and Google's AI Overviews serve 2 billion monthly users (TechCrunch). The behaviour has already normalised in your buyers' personal lives, and professional research follows personal habit — it always has.

What's different from a search result is that there's no page two. A results page is a menu of ten options a buyer can scan past the first entry. An answer is a recommendation with three or four names in it. The long tail of "also ranked on page one" doesn't exist any more.

Why your analytics can't see it

This is the part that makes it easy to miss. When an assistant recommends you and the buyer later searches your brand name and clicks through, that visit arrives in your analytics as direct or branded organic traffic. It looks like someone who already knew you.

So the channel is invisible in exactly the reports you'd use to notice a channel. Meanwhile the visits you *can* attribute to AI sources tend to convert better — Semrush found an AI-search visitor is roughly 4.4× more valuable than a traditional organic one (Semrush, 2025), which makes sense: someone arriving after a recommendation is further along than someone who clicked a link.

The uncomfortable implication is that you can be losing this channel steadily without a single metric moving in a way anyone would investigate.

Check it in five minutes

You don't need a tool or a budget to find out where you stand. Right now:

  • Open a private or logged-out browser window. This matters more than anything else here — your own account has months of context about your company and will name you in ways a stranger's session never would.
  • Ask the question a buyer would actually type. Not your brand name — something like *best [your category] for [your customer type]*, or *how much does [your service] cost*.
  • Read who gets named. Write the names down.

Three outcomes. You're named — good, now find out how consistently, because a single answer is stochastic. A competitor is named and you aren't — that's the common one, and it's specific enough to act on. Nobody in your category is named — the engines don't have a confident answer for this question yet, which is the most interesting result of the three, because it means the position is unclaimed.

What to do with the answer

Don't over-react to one query. Assistant answers vary between runs, so a single result is an anecdote rather than a measurement — if it's worth knowing properly, it's worth running a real panel, which takes about half an hour and is written up step by step here.

If a competitor came back and you didn't, the cause is usually one of five specific things — an answer-shaped page you don't have, facts a model can't quote, a thin third-party footprint, inconsistent entity data, or a query nobody actually asks. Which one is yours determines whether this is a two-week fix or a two-quarter one.

And if nobody in your category was named, that's worth sitting with. Most B2B categories still have no company deliberately working on this. The firm that becomes the default answer over the next year is the one competitors then have to dislodge — which is a much harder job than being first. We call reaching that position Answer-Market Fit, and the field guide is how it's done in practice.

The five-minute version above will tell you whether you have a problem. The free citation audit runs your category's real buying questions across the major assistants and sends back the scored result — where you appear, where you don't, and who's being recommended instead. Either way: check. Most companies never have, and the ones being recommended today mostly got there by accident.

GEO · FAQ

Questions this raises

Do B2B buyers really use ChatGPT to find vendors?

Increasingly, yes — often before any form fill or first contact, to draft an initial shortlist of three or four names. ChatGPT reached 800 million weekly users in October 2025 and Google's AI Overviews serve 2 billion monthly, and professional research habits tend to follow personal ones.

How can I tell if ChatGPT recommends my company?

Open a private or logged-out browser window, ask the question a buyer would type — best [category] for [customer type], or how much does [service] cost — and note who gets named. Use a logged-out session: your own account carries context about your company and will name you when a stranger's session wouldn't.

Why doesn't AI search traffic show up in my analytics?

Because when an assistant recommends you, the buyer typically searches your brand name afterwards and clicks through — arriving as direct or branded organic traffic that looks like someone who already knew you. The channel is effectively invisible in the reports you'd use to notice a channel.

What if no company in my category gets recommended?

That's the most interesting result, because the position is unclaimed. Most B2B categories still have no company deliberately working on AI visibility, so the firm that becomes the default answer over the next year is the one competitors then have to dislodge — a much harder job than being first.

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