What is AI Search Visibility (and How to Measure It)

When marketers talk about "search visibility," most of us instinctively think of classic search engines - rankings, impressions, click-throughs. But in 2026, search visibility means something fundamentally different.

AI Search Visibility: the new frontier

In classic search, visibility was relatively straightforward: How high does my page rank for target queries? In AI-mediated search, visibility means something like: How often, and in what way, does an AI system reference my brand when generating answers?

Sampling, not tracking: our approach

At PromptMarketing, we believe the only way to measure AI Search Visibility meaningfully is to embrace the probabilistic nature of AI systems. Rather than querying one prompt once and calling it a day, we define robust prompts, sample AI responses at scale, and analyse patterns and probabilities.