Visibility OS runs your target prompts through ChatGPT, measures how often your brand comes up in its recommendations, and compares you to the competitors you track, so you know whether you are winning or losing this discovery channel.
Free plan includes ChatGPT tracking. No credit card.
Visibility score
0% in ChatGPT
Sample data shown for illustration.
You track ChatGPT visibility by running the questions your buyers ask through the OpenAI API on a schedule and recording what comes back. Visibility OS does that for you, storing whether ChatGPT named your brand, in what position, how it described you, and which sources it used, so the result is a trend line instead of a screenshot.
Checks run through OpenAI's official API, not by scraping the chat app.
Trial and Starter plans run gpt-4o-mini; Pro and Advanced run gpt-4o, and every check records which model answered.
The exact prompt and the full response are stored for every check.
ChatGPT is scored separately from the other assistants, because its answers draw on a different mix of sources.
Mention rate
72%
Sample brand, last 30 days
Model
gpt-4o
Upgraded tier; gpt-4o-mini on lower plans
Position
Recorded
Where you sit among named brands
Raw answers
Stored
Exact prompt and response kept
People ask AI assistants for product recommendations every day. Here is what that means in practice.
ChatGPT typically names a handful of options per product question. If you are not near the top of that list, most readers never register your name.
Answers can vary between sessions. A single manual check tells you what happened once, while a tracked prompt set shows you the actual pattern.
Competitors may be improving how well indexed and clearly structured their pages are, quietly moving up ChatGPT's recommendations while you are watching search rankings instead.
Every ChatGPT check runs through the same pipeline as the other four engines, so the scores stay comparable.
Each tracked prompt calls OpenAI's official Chat Completions API directly, using the model your plan is set to.
A structured extraction pass checks for a brand mention, where it falls in the answer, and the sentiment around it.
Results are combined into your ChatGPT visibility score and compared against the same prompts run on the other engines you track.
Model used
gpt-4o-mini on the free and starter plans, upgrading to gpt-4o on Pro and Advanced
How we call it
Direct requests to OpenAI's official Chat Completions API. Nothing is scraped from a chat interface.
What we parse
Brand mentions, position in the answer, sentiment, and any competitors named alongside you
Update frequency
On demand from your dashboard today. A per-brand check frequency is already built in, with automatic scheduling coming soon.
Well-indexed pages
ChatGPT leans on clearly structured pages it can find and parse.
Direct answers
Pages that answer the question in the first lines, in plain language.
Category coverage
Comparison and alternatives content, not just product pages.
On demand from your dashboard today, with a per-brand check frequency already built in and automatic scheduling coming soon.
See how often ChatGPT mentions your brand, logged and compared over time instead of checked once and forgotten.
Free plan available. No card required.
Tracked from day one