Link counted, company not recommended: how to check brand visibility in AI responses

The article examines the challenge of evaluating brand visibility in AI-generated responses. The author notes that formal metrics, such as the presence of a website link, can be misleading. Often, AI mentions a company in a context that provides no business value: for instance, linking to a brand's article while attributing its achievements to competitors, or simply including the name in a list without a recommendation. Analysis shows that automated reports often overlook the qualitative aspect of the response. For effective brand promotion in the era of AI search, it is necessary to conduct manual content verification rather than relying solely on quantitative visibility metrics. It is crucial to understand exactly how the AI presents the company to potential customers in order to adjust the strategy for presence in next-generation search results.