How to Check What ChatGPT Knows About Your Business

If you want to check what ChatGPT knows about your business, do not simply ask “Do you know me?” A useful review tests specific, verifiable facts and customer scenarios. It also records the conditions of the test: prompt, date, location, whether web search was used, and any cited sources. ChatGPT may answer differently with changed wording, product mode, account context, or fresh public information. The aim is to find correctable gaps, not to create a flattering screenshot.

Set up a fair baseline

Write down the exact business name, official website, city or service area, and the current facts you want to verify. Use a fresh conversation when practical so prior messages do not supply the answer. Note if the product searched the web. OpenAI explains that ChatGPT Search responses may include citations and that results can be incomplete or outdated; see its search help.

Do not include private information in a prompt merely to see if it is repeated. This is an assessment of public business information, not a test of customer data.

Ask four kinds of questions

Start with identity: “What is [business name] in [city]?” Check that the correct merchant and location appear. Next test services: “What services does this business provide?” Compare with the official site. Then test decision facts: “What are its current hours, booking rules, and contact options?” Finally test unbranded discovery: “Where can I find [actual service] in [specific area]?” Do not put your name in that last prompt.

These questions should not be conflated. Recognition by name does not prove that the business will be suggested for a relevant need. An unbranded omission does not mean ChatGPT has no information about the business.

Check every material claim

Mark each answer as correct, incorrect, unverified, or missing. “Unverified” is appropriate when the business itself does not publish a reliable current fact. If citations appear, open them and confirm they support the statement. Do not assume that a citation fully explains how the answer was produced or that an uncited answer has no public source.

For errors, compare the official website with major map, directory, and social profiles. An old address on a prominent listing deserves correction even if you cannot prove that it caused the response. If the product invented a service no source supports, record the answer and use available feedback, while making your actual services clear on the official site.

Repeat without chasing randomness

Test a short, fixed prompt set at different times rather than generating hundreds of variations until you see a desired result. Save the exact wording and context. A change in the answer after a website edit is a useful observation, but not proof of direct causation. Search results, source freshness, or product behavior may also have changed.

Summarize findings in business language: “ChatGPT identifies the right location, but cannot verify Sunday opening and describes an old service.” That tells an owner what to investigate. “AI visibility score: 72” without defined tests does not.

A sample review worksheet

For each prompt, keep five fields: what was asked, what ChatGPT answered, what your current official source says, which public profiles disagree, and what to do next. A restaurant might record “Does this place accept reservations?” with an answer of “yes,” while its site says “walk-ins only.” That is a concrete correction target. If no public source states the policy, publish it first.

Add a confidence note rather than treating every response as equally definitive. A linked current page supports a fact more strongly than an uncited assertion, but even a citation should be opened and checked. This worksheet makes the review repeatable and easier to hand to the person who maintains the site.

If a prompt returns no usable answer, compare the diagnostic steps in why ChatGPT cannot find your business. If it recognizes the name but misses customer needs, use how to get your business found by ChatGPT to distinguish discovery from factual accuracy.

Frequently asked questions

Does ChatGPT have a permanent profile of my business?

Do not assume one fixed profile governs every answer. The response depends on the product and context, and may use different information over time.

Why did a colleague get a different answer?

Prompts, location, conversation history, product mode, and timing can differ. Compare the conditions before concluding either answer is universally representative.

Can I ask ChatGPT to forget an incorrect business fact?

You cannot directly edit every future answer. Correct public sources you control and use product feedback where available.

Is a citation proof that the linked page caused the answer?

It is a source the product presents, not necessarily a complete causal record. Verify the page and note the uncertainty.

What if ChatGPT says it does not know my hours?

Check whether the hours are actually published clearly and consistently. An honest “cannot verify” is preferable to invented opening times.

Turn observations into priorities

Explore the Starflash sample Full Audit for an example of organizing AI observations, public sources, and decision-ready business facts into a practical review.