FindBusiness.ai

AI is reading local businesses' own websites, not their Yelp pages

We recorded the websites AI credited while answering 144 real questions about local trades. 85% were a business's own website. Yelp never came up once.

FindBusiness.ai research · August 2026 · 6 min read
The short version
  • AI ran a web search before every single answer, so what is on your site today can reach a customer today.
  • 85% of the websites it credited were a business's own. Yelp did not appear once.
  • When it read a business's site, it recommended that business 94% of the time, in the same answer.
  • It named another 492 businesses without quoting their website, so your site is one door in, not the only one.

Your website is what it reads. Make it say plainly what you do and where you do it.

The AI searches
highly rated faucet repair plumbing services Pasadena CA
What came back
  • fandmplumbing.comthe business
  • homeadvisor.coma directory
  • merryplumbing.comthe business
85% of the websites it credited were businesses' own.

When you ask an AI assistant who to call about a leaking pipe, it does not just know. It goes and looks, right then, and it builds an answer out of what it finds.

Until recently we could see that it searched, but not what it read. Now we can. We recorded website it credited across 144 real questions in 3 local markets (Electrical and Plumbing, in Burbank, Glendale and Pasadena), and the answer turned out to be simple.

It reads the businesses' own websites.

It goes and looks. Every single time.

The first thing worth knowing is that the AI goes and looks. On every one of the 144 questions we put to it, it ran a web search before answering. 276 searches in total, because one question often turns into two or three searches.

It is still drawing on what it already knew as well, and the last section shows how much. But the search means today's web is part of every answer, so a page that went up this month can be in one.

144
questions asked
every one triggered a live web search
276
searches run
the model's own queries, not ours
30%
answers that quoted a source
43 of 144
What this means for you

The AI checks the web before it answers, so what is on your website today can reach a customer today. You are not stuck with whatever it learned last year.

When it quotes a source, the source is a business's own website

Here is the question we actually wanted answered. When the AI goes looking, does it read the big listing sites, or does it read the businesses themselves?

We counted the websites it credited, once each per answer: 202 of them. 85% were a business's own website. 14% were a directory. And the directories that did show up are a short list, 6 of them across the whole study, none of them used much.

050100150The business's own websiteThe business's own website: 172.00172.00A directory or listing siteA directory or listing site: 28.0028.00Something elseSomething else: 2.002.00times quoted as a source
Websites the AI credited across 144 questions in 3 local markets, counted once per answer each.
How to read this
  • Each mark: Each bar is a count of how many times the AI quoted that kind of website.
  • Left to right: How many answers credited a website of that kind.
  • Up and down: The kind of website the source was.
  • What to look for: If AI mostly learned about local businesses from directories, the middle bar would be the long one. It is not.
What this does not show. This counts the sources it credited. Anything it read without crediting is invisible to us, here and everywhere else in this study.
Show the directories, all of them
DirectoryAnswers it was a source for
angi.com6.000
homeguide.com6.000
expertise.com5.000
homeadvisor.com4.000
threebestrated.com4.000
bbb.org3.000
What this means for you

Your own website is the thing being read. Not your Yelp page, which never came up once. So the words on your site are the words the AI has to describe you with.

And when it reads your site, you are almost always in the answer

We can go one step further, because each answer records both the sites it read and the businesses it named. So we can check them against each other, inside the same answer.

Of the 172 times the AI quoted a business's own website, 94% of the time it went on to recommend that exact business in the same breath. Reading and recommending are, very nearly, the same event.

94%
read, then recommended
162 of 172 sites it quoted
What this means for you

If the AI opens your website while it is deciding, you are almost certainly going to be one of the businesses it names.

There is more than one way in

Reading a site is not the only route to being recommended, and the numbers show how much else is going on. Across every answer the AI named 652 businesses. 25% of those had their own website quoted. The rest it named from what it already knew, from a directory, or from pages it read without crediting them.

So a website is one door, and it is the one we can watch open. When the AI reads a site, that business gets named. What we cannot see is the rest of what it knows about your town, and there is clearly plenty of it.

25%
named AND read
160 of 652
75%
named, own site not quoted
492 businesses
What this means for you

Your website is one of the ways AI finds you, and the one you control. It is not the only one.

How we measured this

We ran 144 questions of the kind a real customer types, across 3 local markets. For each answer we recorded three things: the searches the AI ran, the websites it credited as sources, and the businesses it named.

Sources are counted once per answer. If an answer credited three pages from one website, that is one source, because what we store is the website rather than each page. So "202 sources" means 202 times a website was behind an answer, not 202 separate pages.

We then sorted each one into "a business's own website" or "a directory", using a hand-written list of directories rather than a rule of thumb. A rule like "anything quoted in several towns is a directory" would have labelled a franchise as a listing site, which would push a real company's website into the wrong column.

To check whether a site it read belonged to a business it named, we matched the web address against the business name. That matching is deliberately cautious: it needs two parts of the name to line up, so a generic address like "electricianinmytown.com" is matched to nobody. Being cautious means we under-count the pairs, which pushes our headline figure DOWN rather than up.

Scope

  • 3 markets, Electrical and Plumbing, in Burbank, Glendale and Pasadena. Enough to see the pattern, not enough to put a decimal point on it.
  • We can only count sources the AI credited, which it did on 30% of answers. It certainly reads more than it cites.

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Measured 2026-08-02T19:29:06.001Z against 144 answers across 3 markets. Source commit 06ec27b, data fingerprint e8f7eb61c7d45d9d. We re-run this measurement against live data and revise the article when it moves.