AEO vs GEO vs SEO
Three disciplines. One goal: get found. Here is how they differ, where they overlap, and why you need all three in 2026.
SEO、GEO 和 AEO 追求的是同一个结果:当有人提出问题时,你的内容能够出现。SEO 瞄准的是经典的 Google 排名。GEO(生成式引擎优化)瞄准的是 AI 撰写的答案,而 AEO(回答引擎优化)瞄准的是被直接引用为答案。自 Google 在 2024 年推出 AI Overviews 以来,这三者的重叠远多于差异,你需要同时掌握三者的基础。
The comparison
| SEO | GEO | AEO | |
|---|---|---|---|
| 目标渠道 | Search result page rankings (Google, Bing) | Generative AI responses and AI search surfaces | Direct answer extraction (featured snippets, AI Overviews) |
| 主要信号 | Keywords, backlinks, PageRank, Core Web Vitals | llms.txt, content quality, domain authority, citation network | FAQ schema, answer-structured paragraphs, authority signals |
| 输出 | Position 1-10 on a SERP | Brand mention or direct citation in AI answer | Verbatim citation in AI or featured snippet |
| 成功指标 | Organic click-through rate, impressions | Citation frequency, cited pages, AI visibility signals | Featured snippet ownership, AI citation frequency |
Where they overlap
All three reward high-quality, authoritative content. Strong domain authority, a healthy backlink profile, and fast page load times benefit SEO, GEO, and AEO equally. The divergence is in the layer above: SEO stops at ranking; GEO adds AI-readable formats (llms.txt); AEO adds answer structure (schema, direct-answer paragraphs). Invest in the foundation first, then layer GEO and AEO on top.
来源
提出生成引擎优化概念的论文构建了一个基于真实查询的基准,正是因为 AI 可见性一直没有像搜索排名那样被衡量。Google 自己的AI 功能文档表示,AI Overviews 和 AI Mode 使用与传统 Search 相同的底层排名信号,并没有单独的优化通道。AEO 的结构性部分则来自更古老、更朴素的标准:用于可扫描结构的W3C 标题指南,以及用于标记直接答案、让机器无需猜测的schema.org 词汇表。
要出现在 AI Overviews 或 AI Mode 中,没有额外的要求,也不需要其他特殊优化。
— Google Search Central documentation, “AI features and your website”
AI Overviews 帮助人们更快地掌握复杂主题或问题的要点,并提供一个起点,让他们通过链接进一步了解更多内容。
— Google Search Central documentation, “AI features and your website”
我们通过引入 GEO-bench——一个涵盖多个领域的多样化用户查询及相关网络来源的大规模基准——来促进系统化评估。
— Aggarwal et al., “GEO: Generative Engine Optimization” (arXiv:2311.09735)
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