AI visibility trackers vs full optimisation workflows

A new category of tools has emerged that tracks brand mentions in AI engine outputs — tools that tell you whether ChatGPT or Perplexity is mentioning you for a given query. These tools are genuinely useful. But there is an important distinction between monitoring AI visibility and improving it.