AI visibility
In short
How a brand, product, or website appears in the AI-generated answers and search experiences being observed.
AI visibility describes the presence of a brand, product, or website in AI-generated answers. That presence can take different forms: a named brand, a product recommendation, or a citation linking to a page.
Measurement depends on what is observed. A report might analyze selected prompts, a vendor’s query database, or citations from a particular platform. These scopes are not interchangeable.
A practical example
Imagine a retailer monitoring questions about compact exercise equipment. Its brand appears in several answers, while its buying guide receives citations in others.
The retailer records those outcomes separately. It also saves the platform, market, dates, and prompt set used. This illustrative report describes observed visibility for that sample. It does not show how often every shopper encountered the retailer.
Read the methodology before the score
An AI visibility score can combine or normalize observations using a provider’s own method. A higher score in one service cannot automatically be compared with a score from another.
Check which answers count, whether citations and mentions are separate, and whether the sample changed. Pair visibility reporting with website visits and business outcomes, while keeping the measures distinct. Appearing in an answer does not establish that anyone clicked, purchased, or preferred the brand.