Short answer: AI visibility is how often, how accurately, and how favorably AI assistants mention your brand when users ask relevant questions. You measure it by running real prompts and tracking mentions, citations, and sentiment over time.
Track it automatically. Nythral's GEO product runs your buyer prompts across models and reports mentions, citations, and gaps. See geo.nythral.com.
Why AI Visibility Is a Metric Now
More buyers start with an assistant instead of a search box. If ChatGPT or Perplexity recommends three vendors and you are not one of them, you never entered the shortlist. AI visibility turns that invisible loss into something you can measure and fix.
What To Measure
How To Improve It
| Lever | Effect |
|---|---|
| Entity and structured data | Models identify and describe you correctly. |
| Quotable, sourced content | Gives answer engines something to cite. |
| Third-party consensus | Consistent descriptions build model trust. |
| Fix inaccuracies | Correct wrong facts at the sources models read. |
Build the Loop
Measure your baseline, fix entity and content gaps, then re-measure monthly. Pair this with how to rank in ChatGPT and the broader GEO vs SEO strategy.