AI search · how to actually test it

Does AI name your business?

People now ask an assistant for a plumber the way they used to ask Google. You can check whether it names you, but almost everyone checks it wrong — and a wrong check is worse than no check, because it tells you something false with total confidence.

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Start with the trap

Asking once tells you nothing

An AI assistant does not give the same answer twice. Ask “who does HVAC in Patchogue” this morning and this afternoon and you will get two different lists, with different businesses in them, in a different order.

So “I asked ChatGPT and you weren’t there” is not a fact. It is one sample of something that moves. Anyone who tells you AI has never heard of your business based on a single question is either careless or selling you something, and you will find out which the moment you ask it yourself and your name comes up.

The fix is boring and it works: ask the same question several times, and write down a rate. Named 0 of 5. Named 2 of 5. Named 5 of 5. That is a fact about a repeatable test, and it survives you checking it yourself — which you should.

How to test it yourself in five minutes

The method

  1. Open any AI assistant. Start a brand-new chat each time — it remembers the conversation otherwise, and you’ll be testing its memory instead of its knowledge.
  2. Ask the question a customer would ask, not one with your name in it: “Who does gutter cleaning in Sayville NY?” Asking “do you know [your business]” tests something else entirely and always looks better than reality.
  3. Write down every business it names.
  4. Repeat at least four more times, new chat each time.
  5. Count. How many runs out of five named you? Which competitors came up every single time?

The number that matters is not really yours — it’s the one next to the competitor who came up in all five. That is the business the assistant treats as the safe answer in your town.

A real result

Named in 0 of 4, with 499 reviews

We ran this on a Long Island heating and cooling company. The business holds 4.9 stars across 499 reviews. By any normal measure it is the strongest reputation in its market.

0 / 4

Times it was named

Four runs, four fresh chats, the same question a customer would ask. Not once.

4 / 4

Two competitors

Named every single run. A third came up in three of four.

4.9★

Its actual rating

Across 499 reviews. Being genuinely good and being the answer are different problems.

That gap is the whole point. Reviews did not make this business the AI’s answer, and the businesses that were the answer are not four times better. Something else decided it.

What we honestly know, and what we don’t

This is new, and the industry around it is running well ahead of the evidence. So, plainly:

What seems to matter

Assistants lean heavily on what is already written about you in places they can read — your Google listing, directories, local press, forum threads, and your own site if it plainly states what you do and which towns you serve. Businesses that are easy to describe in one sentence tend to get named. A site that says “we serve Long Island” gives an assistant nothing to attach to a town.

What nobody can promise you

There is no submission form, no setting, and no agency with a switch. Anyone guaranteeing you a spot in an AI answer is describing something that does not exist. The same was true of Google in 2004, and the guarantees were lies then too.

Why it still matters

Because the list is shorter. A Google results page has ten links and a map. An assistant names three businesses and stops. Being fourth on Google is a bad day; being fourth in a list of three is not being there at all.

The honest first move

Before anything clever: make sure the basic, boring facts about your business are correct and consistent everywhere an assistant might read them. Same name, same phone, same towns, on your site and your Google listing. Most local businesses fail this, and it costs nothing to fix.

Then run the test again in a month and see whether the rate moved. That is the only feedback loop that exists right now, and it is the reason to write the number down the first time.

Common questions

How do I check if ChatGPT recommends my business?

Open a brand-new chat and ask the question a customer would ask — 'who does gutter cleaning in Sayville NY' — not a question with your business name in it. Write down which businesses it names, then repeat at least four more times in fresh chats. Report the result as a rate, like 'named in 1 of 5 runs'. A single question proves nothing, because assistants do not give the same answer twice.

Why does ChatGPT name my competitor and not me?

Assistants lean on what is already written about a business in places they can read: the Google listing, directories, local coverage, and the business's own site. A competitor named in every run is usually easier to describe and more consistently documented across those sources, not necessarily better at the job. We tested a company with 4.9 stars across 499 reviews that was named in 0 of 4 runs while two competitors were named in 4 of 4.

Can I pay to appear in AI search results?

No. There is no submission form, no setting and no agency with a switch. Anyone guaranteeing placement in an AI answer is describing something that does not exist.

Do Google reviews make AI recommend my business?

Not on their own. The clearest case we have measured is a business with 499 reviews at 4.9 stars that was never named across four runs, while competitors with weaker reputations were named every time. Reviews matter for customers and for Maps; they are not the lever here.

Does AI search actually matter for a small local business?

The list is much shorter than a search results page. Google shows ten links and a map; an assistant tends to name about three businesses and stop. Being fourth on Google is a bad day. Being fourth in a list of three means you are not in the answer at all.

How often should I re-check?

Monthly is plenty, and always with the same question and the same number of runs, or the comparison means nothing. Write down the rate each time — that is the only feedback loop that currently exists.

Want this run on your business?

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