Search is changing from a list of blue links into a set of AI-generated answers, summaries, recommendations, and conversational responses. As people ask assistants, chatbots, and AI search engines for product suggestions, comparisons, and advice, brands increasingly need to understand whether they are being mentioned, cited, described accurately, or ignored. This is where the AI …
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