Resources · Fixing Wrong AI Answers

How Do I Stop AI Claiming My Business Has a Certification or Partnership It Does Not Have?

To stop AI claiming your business has a certification or partnership it does not have, state precisely what you have and what you do not, in plain text. Remove wording and logos that imply more. Assistants usually inflate credentials by transferring them from something nearby. Individual doctors' board certifications become "a board-certified clinic". A hosting provider's ISO 27001 certificate becomes "ISO 27001 certified software". An integration or marketplace listing becomes "an official partner". Publish exact credential statements, link to the official registers where anyone can check them, and correct third-party pages that overstate them. Then test the questions buyers ask. An inflated claim may look flattering, but customers, auditors and partners can act on it, and the fallout lands on you.

Why do assistants inflate credentials?

  • Transfer from people to the business, or from a supplier to you.
  • Ambiguous wording, such as "certified experts", "ISO-aligned", "partner" or "accredited" without saying by whom.
  • Logos without context, such as a partner programme badge or a supplier's certification logo shown on your site.
  • Past status, such as a certificate that lapsed or a partnership that ended, still mentioned on old pages.
  • Third-party pages that described you generously, such as directories, comparison sites and review profiles.
  • Plausible guessing when your site says nothing, since many businesses in your category do hold the credential.

Why is ChatGPT saying our clinic is board-certified when we are not?

Because board certification belongs to individual physicians, and assistants often transfer it to the practice. In the US, specialty board certification is granted to doctors by specialty boards. Anyone can check certification by an ABMS Member Board through the American Board of Medical Specialties' Certification Matters lookup; osteopathic certifications are checked with the certifying AOA board. Facilities may hold separate accreditations, which are also often confused with certification. To fix it:

  • Say which clinicians are board-certified, in what, and by which board: "Dr. [Name] is board-certified in dermatology by the American Board of Dermatology."
  • Say what applies to the clinic itself, such as a facility accreditation, and what does not.
  • Avoid "board-certified clinic" and "certified practice" in headings, titles and ads.
  • Keep bios current, since certification requires maintenance, and a lapsed status repeated by an assistant misleads patients.

Why does ChatGPT say our software is ISO 27001 certified when it is not?

Usually because your pages mention ISO 27001 in a way that reads as certification, such as "built on ISO 27001-certified infrastructure", "ISO 27001-aligned controls" or "working towards ISO 27001". Or a comparison page listed you with certified competitors. To fix it:

  • Publish a trust or security page that states exactly what you hold: "We hold a SOC 2 Type II report. We are not ISO/IEC 27001 certified. Our hosting provider, [provider], is ISO/IEC 27001 certified for its infrastructure."
  • If certification is in progress, give the stage and expected date, and say it is not yet certified.
  • Link to verifiable records where they exist. Accredited ISO certifications can be checked through IAF CertSearch, the International Accreditation Forum's database of accredited certificates.
  • Remove supplier logos that suggest the certification is yours.
  • Align sales documents and security questionnaire answers with the trust page.

Security buyers check. An assistant claiming a certification you do not hold can surface in a procurement review and damage trust at the worst moment.

Why does ChatGPT say we are an official partner when we are not?

Because something about the relationship looks official. You may be listed in the platform's app marketplace, use its public API, or display its logo. You may have been a partner in the past, or appear in a partner-like directory. To fix it:

  • Describe the relationship exactly: "We integrate with [platform] through its public API. We are not an official [platform] partner."
  • If you are a partner, name the programme and tier and link to your listing in the partner directory, so assistants can verify it.
  • Remove partner logos that you are not entitled to use. Most partner programmes set rules for logo use.
  • Update pages about past partnerships with the end date.
  • Ask directories and review sites that list you as a partner to correct the description.

How to handle a partner page that still carries a former partnership is covered in why Perplexity still cites pages or reviews that were deleted or corrected.

Which words tend to cause inflation?

Some phrasings are easy for an assistant to read as a stronger claim. Review your site, ads and sales materials for them:

Wording How assistants may read it Safer wording
"Certified experts" The business is certified "Our team includes [name], certified in [area] by [body]"
"ISO-aligned" or "ISO-ready" ISO certified "We follow controls based on ISO/IEC 27001; we are not certified"
"Partner" in a logo strip Official partnership "Integrates with"
"Accredited" with no body named Formally accredited "Accredited by [body] since [year]"
"Approved supplier" Approved by a regulator "On [organisation]'s supplier list since [year]"

Precise wording costs nothing and removes the ambiguity assistants fill in.

How do you test what assistants say?

Ask ChatGPT, Gemini, Perplexity and Claude, several times each:

  • "Is [business] [certification] certified?"
  • "Is [business] an official [platform] partner?"
  • "Which [category] providers are [certification] certified?"
  • "Are [clinic]'s doctors board-certified?"
  • "What security certifications does [software] have?"

Score each answer as accurate, inflated or understated, and record the sources. Inflated answers come first. Fix the source they cite, then retest.

What should a credentials page look like?

A short page, linked from your footer and relevant product or service pages, with one line per credential:

Credential Holder Status Where to verify
SOC 2 Type II [Company] Current report covering [period] Available on request under NDA
ISO/IEC 27001 Not held In progress; expected [quarter and year] Not applicable
[Platform] partner Not a partner Integration via public API [Platform] marketplace listing
Board certification Dr. [Name] Dermatology, American Board of Dermatology Certification Matters lookup

Clear "not held" lines are among the most useful sentences you can publish. They give assistants a direct answer to the question they would otherwise guess.

What might an illustrative case look like?

Consider an illustrative HR software company that assistants described as "ISO 27001 certified and an official partner of a major payroll platform". It held neither. Its security page said its infrastructure was "ISO 27001-certified", meaning its hosting provider's. Its integrations page displayed the payroll platform's logo because it used the public API. A prospect's security team flagged the claim during due diligence. The company rewrote its trust page with a credentials table, including "not ISO 27001 certified". It changed the integrations page to "integrates via the public API" and removed the logo. A month later, assistants described its SOC 2 report and the API integration accurately.

What do people ask about inflated credentials in AI answers?

Is it a problem if AI gives us credit we have not earned?

Yes. Buyers, patients and partners may rely on it, and the gap will surface in audits, contracts or complaints.

Should we mention certifications we do not have?

Where buyers commonly ask about them, yes. A clear "not held", with what you do have, prevents guessing.

Can we use a partner programme's logo?

Only if the programme allows it for your tier. Check the programme's brand rules, and remove logos you are not entitled to use.

Published by The Kovmere Team · updated Sep 29, 2026 · More resources