There’s a post going around that says: if you can rank in ChatGPT, you’re way ahead of the game, your leads from ChatGPT will increase, invest now.
Here’s the problem with that sentence. There is no “ChatGPT” the way there’s a phone book. There are rooms. And the person in each room is a different person, sitting in a different chair, at a different time of day, asking a different kind of question.
A free-plan mobile ChatGPT user on the toilet is not the same human as a Claude user inside their desktop looking up technical documentation at 10 in the morning. Treating them as one audience because the logos are similar is how businesses end up advertising B2B services on a consumer feed — the same mistake, wearing a new jacket.
The five rooms
Room one: free ChatGPT on a phone. Consumer questions. Evenings, couches, commutes. What’s a good car stereo, write my cover letter, explain this homework. Enormous volume, almost no B2B buying intent.
Room two: paid ChatGPT at a desk. Prosumers and knowledge workers who chose it as a tool. Better questions, work hours, some buying intent — when the question is about their own workflow.
Room three: Claude at a desk. Developers, analysts, technical professionals. This is the room that reads documentation for a living. Weekday-shaped, deep, specific.
Room four: Copilot inside Edge and Office. The corporate room. These people didn’t choose an AI — it arrived inside the tools their employer already runs. Facility managers, compliance staff, operations people, asking work questions in work language, mid-task.
Room five: Gemini inside Google search. Everyone, for everything, at search scale. The broadest room and the shallowest intent per question.
Same species of technology. Five different demographics. “Get cited in AI” means nothing until you say which room.
What the counting says
I count AI citations for a living — six months of Bing AI Performance data across my own network, 1.6 million citations and change. The rooms are not a theory. They’re in the numbers.
On Tygart Media, the single most-cited page is a Claude AI pricing explainer — 1,388,909 citations. The audience for this site is technical professionals, and the citation traffic is weekday-shaped: it rises when people are at work and flattens when they aren’t. Room three, behaving like room three.
On Healthcare Facility Hub — a site for hospital facilities and infection-control people — Microsoft’s AI surfaces cited 188 pages a total of 43,994 times in six months. The top pages are an ICRA matrix (4,067 citations), hospital evacuation planning (2,766), ASHRAE 170 ventilation requirements (2,435), NFPA 101 life safety (1,802). The questions behind them read like this: what has to be in a facility’s emergency preparedness plan about emerging infections; which fire safety feature keeps smoke in one zone. Nobody asks those questions from a couch. Those are room-four questions — asked at a desk, inside a Microsoft environment, by someone whose job depends on the answer being right.
Two sites. Two rooms. Neither audience is in the room the hype is selling.
The test that settles it
Before you pay anyone to get you cited “in ChatGPT,” ask one question: which room is your buyer sitting in when the buying question forms?
If you’re selling to hospital facilities staff, your room is Copilot at a desk, and the content that wins there is an ICRA matrix, not a viral post. If you’re selling car stereos, room one is genuinely your room, and God bless. The tactic isn’t wrong or right — the fit is.
Anyone who can’t tell you which room they’re putting you in is selling you the label. The label is the one part that doesn’t matter.
Will Tygart runs Tygart Media. The citation counts above are from his own six-month Bing AI Performance board, counted nightly. The $97 AI Citation Quick-Scan exists because “which room cites you” is a measurable question: https://tygartmedia.com
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