How do I check if ChatGPT recommends my business?
You check by asking ChatGPT the questions your customers would ask, repeating them several times, and recording whether your business appears. One monitoring guide states that OpenAI publishes no analytics, so there is no Search Console equivalent, no impressions and no mention log. This article explains what to ask, how to record it, and how to read the results with appropriate caution.
What "recommend" can mean
One guide says OpenAI has no programme for a local business to submit, claim or verify a listing in ChatGPT. So there is nothing to log in to and check.
Decide which outcome you are looking for before you choose a testing method, and write down how each possible outcome would change your next step.
A manual check, step by step
1. Write realistic prompts
One guide describes ChatGPT brand monitoring as like SEO rank tracking, but measuring visibility inside AI-generated answers rather than a list of ranked links. Follow that idea by testing the actual questions buyers ask.
- Write questions that name your service and your area, such as who the recommended providers are in your city.
- Write problem-based questions that never mention a service category by name.
- Write comparison questions that list your type of business and a use case.
- Write a few branded questions that name your business and ask what it is known for.
One 2026 playbook includes a section on checking whether ChatGPT recommends your business right now, using prompts of this kind. Treat it as one practitioner's method rather than a standard.
2. Repeat each prompt
Single answers can mislead. One study reports that asking the same local question 10 times produced 12 to 20 different businesses, and no business was named in all 10 answers. Run each prompt several times and also rephrase it slightly.
3. Log what you see
Use a simple table or spreadsheet. Record the date, the exact prompt, whether you appeared, your position, how you were described, and which competitors appeared beside you.
Inspect the sources behind the answers
If answers show citations, open each one. Check whether each source is what you expected to see. Record any source that does not match your own records.
- A study of 511 ChatGPT answers about local contractors concluded that ChatGPT recommends local businesses from the web pages its search tool retrieves for that question, with Reddit appearing 136 times and Google Business Profiles 0 times.
- A test of 182 local businesses found the business's own website was cited in 31% of answers where its domain was known, and never as the only source.
Treat your own sample as indicative rather than complete. Check whether your own site is only part of the picture. List the review sites, directories, forums and articles that appear, and note whether competitors show up there and you do not.
Optional monitoring tools
Decide how many prompts you can realistically run by hand. Compare doing the checks by hand with using a tracking tool. Write down which approach you can keep up over time.
Before you choose a custom workflow, list the setup tasks your own team would handle and the upkeep tasks they would handle after launch. Compare both totals against your budget. Track how much staff time each stage takes in your own records. Ask whether your team can cover ongoing updates, testing, and monitoring over the next year.
Reading the results
If you appear, confirm that the description and links are accurate and current. Plan to repeat your checks over time, and track whether your appearance holds across several separate runs.
If you do not appear, avoid concluding that something is broken. One playbook that tested more than 26,000 local businesses across 12 industries reports that most local businesses are invisible to ChatGPT. Absence is common in that dataset, though it reflects one vendor's methodology.
Where you find gaps, review the third-party sites that were cited and ask whether your business is accurately represented there. Focus on honest, accurate profiles and genuine customer reviews.
When to get help
Consider outside help if you need testing at scale, or if you lack the technical skill to build a tracking script. Compare providers yourself against the checks above before you pay anyone. If you find serious inaccuracies, write down each one with dates and decide whether to seek professional legal advice.
Repeat the check on a schedule
Set a recurring date to rerun the same prompt list, keep the wording unchanged so results stay comparable, and compare each round with the previous log. Adjust your prompts only when your services or service areas change.