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    <title>Generative Engine Optimization on Xinwei Xiong (cubxxw) - AI, Open Source &amp; Nomad Blog</title>
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      <title>GEO: The Complete Guide to Generative Engine Optimization (When Search Stops Giving Links and Starts Giving Answers)</title>
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      <dc:creator>熊鑫伟 (Xinwei Xiong)</dc:creator>
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      <description>When 68% of Google searches no longer produce a click and AI hands the answer straight to the user, the &#34;rankings&#34; that classic SEO fights for are quietly losing value. GEO (Generative Engine Optimization) fights for something else: getting the AI to understand, trust, and cite you when it writes the answer. A pillar-length guide from first principles to methodology to a real case study on my own blog — and the opening chapter of the GEO series.
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