Short answer: To see your brand's visibility in ChatGPT, ask it the questions your customers would ask ("What are the best [your category] providers?") and note whether your brand appears, in what position, and how it's described. Do this across several prompt types for a rough picture, or use a tracking tool to do it automatically, at scale, and over time. Below are both methods and how to read the results.
There are two ways to check: by hand (free, good for a quick gut-check) and automated (for scale, history and alerts). Start with the manual method to understand what you're looking at, then decide if you need automation.
What "brand visibility in ChatGPT" means
Brand visibility in ChatGPT is made of four things:
- Presence — does ChatGPT mention your brand when asked a relevant question?
- Position — where does your brand appear in the answer: first, in the middle of a list, or last?
- Sentiment — does the model describe you positively, neutrally, or negatively?
- Citations — which websites does ChatGPT reference to build the answer?
You need all four. Being mentioned last, or mentioned negatively, is very different from being the first recommendation.
Method 1 — Check it manually (free)
This costs nothing and takes about 20 minutes for a first pass.
Step 1: List the questions your customers actually ask
Write 8–12 prompts across different buying intents:
- Informational: "What is [category] and how does it work?"
- Commercial: "What are the best [category] providers in [country]?"
- Comparison: "[Competitor] vs alternatives — what should I consider?"
- Brand: "Is [your brand] any good?" / "What do people say about [your brand]?"
Step 2: Run each prompt in ChatGPT
Ask each question and read the answer carefully. For each one, record:
- Did your brand appear? (yes/no)
- In what position relative to other brands?
- How was it described (positive, neutral, negative)?
- Which competitors appeared?
- Did the answer cite any sources or links?
Step 3: Vary the conditions
Ask the same question phrased differently, and — if relevant — specify a country or language. ChatGPT's answers shift with phrasing, so one prompt isn't enough.
Limitations of the manual method
- Personalization and memory can skew results — your account's history may color answers.
- No scale — checking 10 prompts is fine; tracking 200 across two models every week is not.
- No history — you can't see whether you're improving or declining over time.
- No alerts — you won't know when a mention turns negative.
The manual method is perfect for confirming you have a visibility problem. It's not built for managing it.
Method 2 — Track it automatically
Automated tracking tools run your prompts on a schedule, across models, and store the results so you can see trends.
What a tracking tool automates
- Runs your prompt set across ChatGPT and Gemini automatically.
- Calculates Brand Presence (share of answers that mention you) and Share of Voice (your share vs competitors).
- Rolls presence and position into a single AI Visibility Score.
- Captures the raw response word-by-word, so you can see exactly what was said.
- Tracks sentiment on a 0–100 scale and the context of each mention.
- Logs the citations behind each answer and the sources (including Reddit, Wikipedia and YouTube) the models lean on.
- Keeps history so you can measure change, and can send alerts when sentiment shifts.
To choose one, see best ChatGPT SEO tracking software. A tool like LLM Visibility does all of the above across ChatGPT and Gemini, runs prompts in the country and language you choose, and offers a free trial (150 credits, 1 project) if you want to baseline a single brand before paying.
How to read your results
Whichever method you use, interpret the four KPIs together:
- Brand Presence — Low presence means the models rarely mention you. The first goal is simply to appear.
- Position — Appearing last in a list of ten is weak visibility. Aim to climb.
- Share of Voice — If a competitor is mentioned in 70% of answers and you're in 10%, you have a relative gap to close.
- Sentiment — A high presence with negative sentiment is a reputation problem, not a visibility win.
Read them as a set. The story is in the combination, not any single number.
What to do when you're invisible
If ChatGPT rarely mentions you — or mentions you poorly — the fix lives in the sources the model draws on:
- Identify the websites and platforms cited for your category.
- Earn presence on those sources (owned content, third-party mentions, structured information).
- Strengthen your brand as a clear entity tied to your core topics.
This is the optimization side of GEO. See tools for optimizing content visibility on ChatGPT and Gemini. And if the issue is how you're described rather than whether, run a focused AI sentiment analysis.
FAQ
How do I check if ChatGPT mentions my brand? Ask ChatGPT the questions your customers ask (e.g. "best [category] providers") and note whether your brand appears, where, and how it's described. Repeat across several prompt types.
Why does ChatGPT give me different answers each time? Answers vary with phrasing, account personalization, and model updates. That's why one prompt isn't reliable — you need several, ideally tracked over time.
Can I see my ChatGPT visibility for free? Yes — the manual method is free, and tools like LLM Visibility offer a free trial to automate it for one brand.
Does checking ChatGPT also tell me about Gemini? No — Gemini answers differently and cites different sources. To compare both, use a tool that tracks them side by side.
What's a good ChatGPT visibility score? There's no universal number; it's relative to your competitors. Focus on improving presence, position and Share of Voice against the brands you compete with.
Run your first automated visibility check across ChatGPT and Gemini — (https://llmvisibility.tech).