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Does ChatGPT Favor Businesses That Have Been Around for Decades?

Years in business only help with ChatGPT when your site states them the same way everywhere and ties them to facts anyone can check.

By The Forzur Team · November 2, 2026 · 7 min read

You have been open for decades. You have regulars who bring their kids. Surely ChatGPT knows that, and surely it counts.

Here is our honest answer. Age by itself is not a ranking signal you can bank on. What counts is whether your website says it clearly, says it the same way everywhere, and backs it with things anyone can check.

Does a long history actually make ChatGPT recommend you?

Not automatically. An assistant does not know you are old. It knows what it can read about you, and it repeats what it reads.

If your site says "serving the Triangle for years," that is a sentence with nothing in it. How many years? Since when? An assistant has nothing to repeat, so it skips the claim or guesses.

If your site says "since 2010" on every page that matters, you have given it a fact. Facts get repeated. Vague warmth does not.

So the question is not whether history helps. It is whether your history is written down in a form a machine can lift out and use.

What do assistants need to see to repeat your founding year correctly?

Three things.

  • A year, not a feeling. "Since 2010" beats "a longtime favorite."
  • The same year everywhere. Homepage, about page, footer, and the markup behind the pages should agree.
  • A fact that can be checked. A year that matches a state record or a dated review is easier to trust than one that floats.

Notice what is missing from that list: adjectives. "Established," "trusted," and "legendary" do nothing for an assistant. A date does.

Why does one source of truth for business facts matter for AI answers?

Because a long-lived business has a long-lived mess.

Over the years, someone typed the founding year into the about page. Someone else typed it into a footer. A third person wrote a bio for a directory. Three typings, three chances for a typo.

A New Leaf Painting has painted homes and businesses across Jacksonville and Northeast Florida since 2010. Its site has hundreds of pages, including a page for nearly every town the crews work in. When we rebuilt it, we made every business fact come from one source, from the founding year on the state record to the insurance limit. Hundreds of pages cannot drift out of agreement because they are all reading the same line.

You do not need hundreds of pages to benefit. Even a twelve-page site gets stale. Pick one place for the facts and make everything else read from it. You can see how that played out in the A New Leaf Painting case study.

How do you show twenty-five years without an about page nobody reads?

Spread it out. Do not bury it.

Las Mas Mexican Kitchen & Bar has been in downtown Wake Forest for twenty-five years. That is real standing in a small town. But a diner deciding where to eat on a phone does not want to read a chapter first. They want the menu, the hours, and the address.

So the site puts those within one tap of every screen. The family story is woven through the site instead of quarantined on an about page. A reader who came for tacos still bumps into twenty-five years of history, in context, without hunting for it.

That is also how an assistant meets it. The history shows up in more than one place, attached to the place itself. You can read more in the Las Mas case study.

Should you write "25 years" or the year you opened?

Write the year. Or both.

"Twenty-five years" is true today and wrong next year. Every page that says it needs an update, and the ones you forget will quietly contradict the rest. A founding year never expires.

If you like the round number for a headline, fine. Pair it with the year, and ideally generate the count from the year so it cannot lag behind.

What kind of proof beats a claim like "trusted for years"?

Anything with a date, a place, and a name attached.

  • A founding year that matches your state business record.
  • A review marked with where and when it was first posted.
  • A finished job with the address area, the products used, and photos.
  • A map of where you have actually worked.

"Trusted for years" asks the reader to take your word. A page of dated work lets them check it. Assistants, like people, lean on what holds up.

How do reviews and finished work back up your history?

They are your history, in a form no one can fake easily.

For A New Leaf, we brought reviews from Google, Facebook, Houzz and Yelp onto one page beside the customer films, each marked with where it was first posted. The review figure comes from one place, so every page and its search markup agree.

Finished jobs got their own pages too: what the crew found, the prep and repairs, the products and colors, the result in photos, and the HOA approval details neighbors ask about. About five hundred past jobs sit on a map of Northeast Florida, and each town page shows its own jobs and its own map.

That is fourteen years of work you can browse, not a sentence claiming it. If you have been around a long time, you have a deep pile of this material. Most owners just never put it on the site.

What happens when pages disagree about when you started?

The assistant has to choose, and it may choose wrong. Or it may hedge and name a competitor whose story is simpler.

Common sources of disagreement:

  • An old about page that says one year and a footer that says another.
  • A directory listing nobody updated.
  • A blog post from a decade ago that mentions "our first five years."
  • Markup on the site that was never touched after a redesign.

None of these feel like a big deal alone. Together they make your age look uncertain, and an uncertain fact is a fact an assistant avoids.

The fix is dull and effective. Search your own site for the year. Search for "years." Make every hit agree, then move the facts to one source so they stay that way.

How do you check what an assistant says about your age today?

Ask it. Takes five minutes.

  1. Ask ChatGPT, "When was [your business] founded?" and "How long has [your business] been in [your town]?"
  2. Ask a Google AI answer the same questions.
  3. Write down every answer, right or wrong.
  4. For each wrong one, find the page that probably taught it. Often it is your own.

Do this again after you fix the pages. Answers will not change overnight, so treat it as a habit, not a one-time test.

Our SEO and analytics work covers this kind of audit, but you can start without us.

Your next step

Open your homepage, about page, and footer in three tabs this week. Write down the founding year each one gives. If you get two different answers, or any answer that is a feeling instead of a year, you have found your first fix. If you want a second set of eyes on it, tell us about your site.