What is AI brand visibility?

AI brand visibility is how your brand appears when AI platforms respond to queries in your category. It covers three things: whether you're mentioned at all, how you're described when you are, and what sources AI is pulling to build that description.

Think of it this way: when someone asks Perplexity 'what’s the best tool for tracking social media mentions,' Perplexity doesn’t just return links. It synthesizes an answer. It might name three or four tools, describe what each does, and explain which is best for which use case. If your brand is in that answer, where you appear and what's said about you is your AI visibility.

This is different from traditional brand monitoring, which tracks where your brand name appears on the web. AI visibility is about what AI says about you in the moment someone is making a decision — not just whether you exist in its training data, but how it characterizes you, ranks you, and cites you when it matters most.

Measuring it means running the questions your customers actually ask across the AI platforms they actually use, and capturing what comes back. Not once — because AI answers shift as models update and training data changes — but regularly enough to spot trends and respond to problems before they compound.