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I have been working in SEO since the days when keyword density was a legitimate strategy and link exchanges were the norm. Over the years I have seen tools come and go, each promising to crack the code of search visibility. But something shifted in the last eighteen months. Google's search generative experience, Bing's chat interface, and standalone answer engines like Perplexity changed the rules. These systems do not just crawl pages. They extract, summarize, and rank info