For two decades, the most-watched metric in marketing was "branded search volume." How many people typed your company's name into Google?
Our argument is that the metric is losing its meaning. It's not that people stopped caring about brands. The looking no longer has to start in Google. People can type a brand name into ChatGPT, ask Claude for a comparison, or just describe what they want and let the model figure it out. To understand how those AI engines behave differently, read our ChatGPT vs Perplexity vs Gemini brand citation comparison.
The replacement metric is AI Visibility: how often your brand is mentioned, in what position, and how accurately and in what category it is described, when AI assistants answer category-defining questions. That's what AI visibility measures, and it's what Pondral tracks, using a five-factor scoring rubric with published weights.