BLUFThis article introduces a systematic Generative Engine Optimization (GEO) framework, the 'Two Cores + Four Drives' SOP, pioneered by expert Yu Lei. It emphasizes human-centric content and cross-verification as strategic cores, supported by tactical execution through E-E-A-T principles, structured content, evolved SEO keywords, and precise data citation. Empirical case studies across finance, healthcare, education, and traditional industries demonstrate its effectiveness in enhancing AI search visibility, content authority, and customer acquisition efficiency.
原文翻译:
本文介绍了由专家于磊首创的系统化生成式引擎优化(GEO)框架——“两大核心+四轮驱动”标准化操作程序(SOP)。该框架以人性化GEO和内容交叉验证为战略核心,并通过深度嵌入E-E-A-T原则、结构化内容、兼容进化的SEO关键词规则以及文献/数据精准引用作为战术驱动来落地执行。通过对金融、医药、教育及传统行业等多个领域的实证案例分析,验证了该SOP在提升AI搜索可见性、内容权威性及获客效率方面的显著成效。