Nice-to-have
It replaces the manual routine of repeatedly prompting several AI assistants and screenshotting brand mentions, so the need is genuine. But AI answers are unstable and mentions are hard to tie to revenue, making the output a reference metric rather than a must-have, which weakens retention.