This article examines the reliability of AI tools like ChatGPT, Claude, and Google AI in providing brand and product recommendations. The author finds that these tools generate highly variable lists, making tracking visibility metrics largely ineffective for marketers. Despite this randomness, patterns in frequency of mentions can still offer some insight into brand prominence.