Ask ChatGPT about yourself. Right now. Open a new chat and type your name. Ask what you are known for. Ask how you compare to your competitors. The answers shape how millions of people perceive you. If ChatGPT says nothing, or says the wrong thing, that is a problem you can fix.
How to audit what ChatGPT says about you
Use these prompts in a fresh chat with no prior context:
- "What do you know about [your full name]?"
- "What is [your business name] known for?"
- "How does [your business] compare to [competitor]?"
- "Who are the best [your industry] in [your city]?"
- "What are people saying about [your business]?"
Save the outputs. Repeat every few months. Track what changes. This audit tells you exactly where your AI presence stands.
Where ChatGPT gets its information
ChatGPT is trained on a massive dataset of internet text: websites, news articles, books, forums, social media. It has a knowledge cutoff date. It does not search the web in real time unless the user has browsing enabled. It synthesizes what it learned during training into conversational responses.
This is fundamentally different from Perplexity, which searches the web live for every query and cites its sources. With ChatGPT, the information is baked into the model. If positive, authoritative content about you existed on the web when the training data was collected, ChatGPT likely knows about it. If it did not, ChatGPT may have limited or inaccurate information.
Why ChatGPT gets things wrong
ChatGPT generates the most statistically likely response based on patterns in its training data. It can produce plausible-sounding statements that are factually wrong. This is how large language models work. They do not know things. They predict tokens.
For businesses, the consequences are real. ChatGPT might associate you with the wrong industry. It might attribute achievements to someone else. It might surface negative information that has since been resolved. It might present outdated details about your services. It might fabricate details entirely.
The accuracy problem is documented. Research on arXiv's information retrieval preprint server shows that entities with thin or inconsistent web footprints see higher error rates than entities with dense, cross-referenced coverage. If your public web presence is sparse, your odds of getting misrepresented go up.
What you can do about it
You cannot directly edit what ChatGPT says. You can influence it by shaping the information that future training data will draw from.
Start with your own website. Describe who you are, what you do, and what you are known for in specific, factual language. Avoid vague marketing copy. The more clear, consistent information that exists about you across reputable sources, the more likely AI models are to get it right.
Third-party coverage is what moves the needle. Press articles, industry publications, Wikipedia mentions, and authoritative directory listings all contribute to the dataset AI models train on. One mention in a respected outlet carries more weight than dozens of self-published blog posts.
I wrote about this on HackerNoon: if your products are not AI searchable, you are already losing. The businesses that invest in building citable, authoritative content now will be represented accurately by AI systems later.
ChatGPT vs. other AI models
ChatGPT is not the only AI system people use to research businesses. Claude handles reputation queries with more caution and more explicit statements about uncertainty. Perplexity searches the web live and cites its sources directly. Google AI Overviews pull from Google's own index.
Each platform has its own tendencies. What one says about you may differ from what another says. A complete AI visibility strategy accounts for all of them. Our AI search optimization guide covers the full landscape.
Monitoring your AI presence
Check what AI systems say about you periodically. Ask ChatGPT, Claude, and Perplexity about your business. Note what they get right, what they get wrong, and what they leave out. This gives you a roadmap for where to invest your content and PR efforts.
Pay attention to comparison queries. "Who are the best [your industry] in [your city]?" is a query more people are asking AI rather than Google. If your competitors appear in those answers and you do not, that is a visibility gap.
Take control of your AI narrative
The businesses and professionals who proactively manage their AI presence will have a significant advantage over those who discover too late that AI is saying the wrong things about them. This is still early. The playing field is not yet crowded.
If you want to understand what AI systems are saying about you and take concrete steps to shape that narrative, our AI search optimization services are built for exactly this. We audit your AI presence across all major platforms and build a strategy to improve it. Our AI answer visibility case study shows the measured version of that work on one account.
Related resources
- What does Claude say about you?. Check your presence in another major AI model
- AI search optimization guide. The full strategy across all AI platforms
- Perplexity optimization guide. Get cited in live-search AI results
- Google AI Overviews guide. Optimize for Google's AI search
- AI search optimization services. We manage your AI presence