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This article details "Chameleon SEO Poisoning," a sophisticated attack where criminals manipulate search engine rankings to serve cloaked phishing pages specifically targeting users searching for bank logins. The technique relies on delivering legitimate-looking banking portals only to traffic from Google or Bing while showing empty pages to security scanners, effectively bypassing traditional detection mechanisms. This represents a significant evolution in social engineering that directly exploits the trust inherent in AI-driven search result ranking systems rather than relying on bulk email spam.