What it is
ChatGPT visibility is how often ChatGPT names your brand and cites your pages when users ask non-brand questions in your category, measured with web search enabled so it reflects what a real user sees.
Why it matters
ChatGPT has hundreds of millions of weekly users and its recommendations carry weight. Small improvements in how often you are named compound into real pipeline.
How it works
- 1Run your category’s non-brand prompts through ChatGPT with web search on.
- 2Record brand mentions, competitor mentions, citations and cited domains per prompt.
- 3Separate the prompts where you appear from those where a competitor does, and look at why.
- 4Track the rate over time and act on the biggest gaps.
How Semantyra handles it
- Monitors a stable set of non-brand prompts on ChatGPT and reports your mention rate, citation rate and the competitors named instead.
- Captures every cited URL and domain so you can see ChatGPT’s source pattern for your category.
- Runs a full sweep of all your prompts periodically and a lightweight core sweep continuously to keep cost sane.
- Explains why competitors win specific prompts and what to do about it.
What it looks like
"You appear in 5 of 24 tracked ChatGPT prompts. Competitor B appears in 17 and is cited from the same three review sites each time. You are on none of them."
FAQ
- Does Semantyra use the ChatGPT app or the API?
- The OpenAI API with the web search tool, so results reflect live retrieval and include real citations, and every call is logged with its cost.
- How is this different from just asking ChatGPT myself?
- A single manual check is a snapshot and easy to bias by phrasing. Semantyra runs a consistent prompt set on a schedule, records the sources, tracks the trend and compares you to competitors.