ChatGPT, Gemini and Claude: do they recommend the same businesses?
It's tempting to treat "AI" as one thing. In practice, the three assistants most people use, ChatGPT, Gemini and Claude, behave like three different reviewers with different reading habits. Ask each one for the best business in your category and you'll often get three different shortlists.
For an owner, that has a real consequence: you can be a favourite of one assistant and a stranger to another, at the same time, and never realise it if you only ever check one.
Three assistants, three views of the web
Each assistant is built by a different company, trained on different data and connected to different live sources. They refresh what they know on different schedules and weigh reputation signals differently. None of them holds the single "true" list of the best businesses; each holds its own interpretation of an overlapping picture.
So when they disagree about who to recommend, that's not a glitch. It's the expected result of three systems reading a similar but not identical version of the web, and then making their own judgement about who to name.
Why they disagree so often
Differences in sources lead directly to differences in answers. One assistant might lean on a directory where you're well listed; another might favour a review platform where you're thin. One might have fresh information about your market; another might be working from an older snapshot that predates your best year.
The result is that being named is not all-or-nothing. It's entirely normal to appear regularly in one assistant, occasionally in a second, and never in the third, all for the same business and the same question. Your standing isn't a single fact; it's three, and they can point in different directions.
Why one assistant isn't a fair test
If you check only ChatGPT and see your name, it's easy to relax, and to miss that Gemini and Claude never mention you. If you check only ChatGPT and don't see your name, it's easy to panic, and to miss that another assistant recommends you constantly. Either mistake leads you to the wrong conclusion.
A single assistant gives you a distorted picture. The customers you're trying to reach don't all use the same one, and the mix keeps shifting, so your visibility only makes sense when you look across all three together rather than trusting whichever one you happened to open.
Answers move, so frequency matters
On top of the differences between assistants, each one varies from answer to answer. Ask the same question twice and the shortlist can change. That means a lucky mention isn't the same as reliable visibility, and a single miss isn't the same as being invisible.
What actually matters is how consistently you're named, across many questions, many runs and all three assistants. Consistency is the signal; a one-off is noise. A business named in most answers is genuinely visible; one named in a lucky one-in-ten is not, even though a single screenshot would make them look identical.
You can't optimise for a moving average of three
Because the three assistants disagree and each one drifts over time, chasing any single one is a losing game; you'd be optimising for a target that both moves and contradicts its neighbours. The businesses that stay visible don't try to game one assistant. They make sure the underlying web presence the assistants all draw on is strong, so they tend to be named whichever one a customer opens.
That's actually freeing. You don't need three separate strategies for three assistants. You need to understand your standing across all of them, then strengthen the foundations they share. But you can only do that once you've measured all three, rather than assuming they agree.
Seeing the full picture
The practical takeaway is that AI visibility is plural. You don't have one standing with "AI"; you have three, and they can point in different directions. Treating them as one number hides exactly the gaps you need to see, the assistant where you're quietly absent while you assumed you were fine.
A Peekl check runs your category's questions across ChatGPT, Gemini and Claude, several times each, and reports how often each one names you. Instead of a single lucky or unlucky screenshot, you get a clear, side-by-side read on where you stand with all three. If one of them never names you, that's being invisible to AI, and it's worth understanding why.
Common questions
Which assistant matters most for my business?
If ChatGPT recommends me, do the others?
Do I need a different plan for each assistant?
See where you stand
Reading about AI search is useful; knowing your own place in it is what helps. A free Peekl check asks the assistants the questions your customers ask and shows whether ChatGPT, Gemini and Claude recommend you today, who they name instead, and how often.