GEO洞察

In 2026, the B2B purchasing landscape across Southeast Asia has undergone a paradigm shift. Traditional search engine optimization (SEO) is no longer the sole gatekeeper of digital discovery. Today, over 52% of B2B decision-makers in markets like Singapore, Indonesia, and Vietnam query generative AI engines directly to source vendors, compare software, and evaluate enterprise services. If a prospective client asks, “What are the best enterprise logistics software companies in Southeast Asia?”, your survival depends on whether LLMs pull your name into the response. ...

The global trade landscape in 2026 has shifted dramatically. Traditional search engines no longer hold a monopoly on how business-to-business (B2B) buyers discover suppliers. Today, procurement officers across Southeast Asia—specifically in booming hubs like Vietnam, Indonesia, Malaysia, and Thailand—rely heavily on conversational AI search engines to source products. For cross-border trade between Southeast Asia and Chinese Exporters,Perplexity has emerged as a primary research and discovery tool. When a B2B buyer asks Perplexity, “Which manufacturer in Shenzhen offers ISO 9001 certified optical transceivers with localized support in Jakarta?”, the engine does not just return a list of links. It synthesizes a direct recommendation, citing specific data points, company websites, and industry directories. ...

Introduction: Why the AEO vs GEO Debate Matters in 2026 The digital marketing landscape in Southeast Asia has evolved dramatically since 2024, with Thailand emerging as a key hub for B2B innovation. As of Q1 2026, 78% of B2B buyers in the region report using AI-powered search engines like Perplexity and Google AI Overview for their initial research (Source: McKinsey Southeast Asia Digital Report 2026). This shift has made the AEO vs GEO debate more critical than ever for businesses looking to capture high-intent leads. ...

What Is AI SEO and Why Does It Matter in 2026? AI SEO, or Generative Engine Optimization (GEO), represents the evolution of traditional search engine optimization for the era of AI-powered search. By 2026, over 85% of all search queries in Southeast Asia are processed through generative AI systems like Google’s AI Overview, Perplexity, and regional platforms such as Baidu’s ERNIE Bot, according to a report by McKinsey Digital Asia. ...

当你的客户在泰国、马来西亚打开ChatGPT或Perplexity，输入"推荐一家XX供应商"时——你的品牌出现在答案里了吗？ 这就是GEO要解决的问题。 什么是GEO GEO，全称Generative Engine Optimization（生成式引擎优化），是针对AI搜索引擎的内容优化策略。 传统SEO优化的是Google搜索结果里的网页排名，用户需要点击链接才能看到你。GEO优化的是ChatGPT、Perplexity、Google AI Overview等AI引擎在回答问题时，是否会主动提及和推荐你的品牌。 两者的本质区别： SEO：让Google找到你，排名靠前 GEO：让AI认识你，在回答里推荐你 为什么出海企业需要GEO 2025年以来，东南亚市场的AI搜索用量快速增长。越来越多的B2B买家在联系供应商之前，会先向AI提问做初步筛选。 如果AI不知道你存在，你就在第一轮筛选中被淘汰了——即便你在Google上排名很好。 GEO和SEO的关系 GEO不是SEO的替代品，而是必要的补充。 好的SEO基础（高质量内容、良好的网站结构、权威外链）对GEO也有帮助，因为AI在学习和引用内容时，会优先考虑已经被搜索引擎认可的高权威内容。 但GEO有自己独特的优化逻辑： 内容要有具体的数据和事实，AI喜欢引用可验证的信息 结构化内容（FAQ、列表、对比）更容易被AI提取 在LinkedIn、Quora等高权重平台发布内容，比只放在自己网站上效果更好 品牌一致性很重要：AI需要在多个来源看到同一个品牌，才会建立认知 如何开始做GEO 对出海东南亚的企业来说，第一步是了解自己的现状： 打开Perplexity，搜索你的行业关键词（英文），看看竞品是否出现 搜索你的品牌名，看AI对你有没有任何描述 把结果截图保存，这就是你的基准数据 从这个基准出发，才能制定有效的GEO优化策略。 如果你想了解你的品牌目前在AI搜索中的可见度，可以联系AI搜获取免费诊断报告。