What AI visibility actually means
AI visibility is the degree to which your brand appears, is framed correctly, and is preferred inside AI-generated answers during research, comparison, and decision moments.
That definition is broader than rankings. A brand can be present in an answer and still lose because AI recommends a competitor more clearly or describes the brand in the wrong category.
Why GEO is not enough on its own
Generative Engine Optimization helps explain the optimization layer, but Perceptiq's operating model also includes brand perception, competitor framing, source quality, and what to fix next.
That is why the category should be described as AI visibility and brand perception rather than as GEO alone.
What teams should measure
The most important signals are where your brand appears, how often competitors are recommended instead, which sources support the answer, and whether AI tells the right story about your brand.
Those signals matter more than abstract dashboard coverage because they tie directly to real buying-moment prompts.