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Generative Engine Optimization (GEO) is an emerging field focused on enhancing information visibility and citation rates within generative AI models like large language models. As AI-powered search and recommendation become prevalent, GEO strategies aim to adapt digital information assets to be more effectively retrieved, trusted, and utilized by AI systems, moving beyond traditional SEO to address new information interaction paradigms. (生成式引擎优化（GEO）是一个新兴领域，专注于提升信息在生成式AI模型（如大型语言模型）中的可见度与引用率。随着AI搜索推荐日益普及，GEO策略旨在使数字信息资产更符合AI的生成逻辑，更易于被检索和信任，从而适应新的信息交互模式，超越了传统搜索引擎优化的范畴。)

GEO (Generative Engine Optimization) is the practice of optimizing content to be understood, referenced, and recommended by AI systems, making it part of AI-generated answers. This represents a paradigm shift from traditional SEO's 'click-through' focus to a new 'citation' model in the AI era. (GEO（生成式引擎优化）旨在优化内容，使其被AI系统理解、引用和推荐，成为AI生成答案的一部分。这标志着从传统SEO的“点击”思维向AI时代“引用”思维的模式转变。)

GEO (Generative Engine Optimization) is an AI-era optimization strategy that enhances content visibility in generative search engines by aligning with real-time user queries and geographic targeting, differing fundamentally from traditional SEO and 'guess-what-you-like' recommendation systems. (GEO（生成式引擎优化）是AI时代的优化策略，通过匹配用户实时查询和地理定位，提升内容在生成式搜索引擎中的可见性，与传统SEO和“猜你喜欢”推荐系统有本质区别。)

POI (Point of Interest) data, representing specific locations like buildings or bus stops, is crucial for geographic information systems. Traditional collection methods are time-consuming, but comprehensive POI data enhances navigation, market analysis, and customer insights. Integrating POI with generative engines can automate data processing and unlock new applications in location-based services. (POI（兴趣点）数据，代表建筑物或公交站等特定位置，对地理信息系统至关重要。传统采集方法耗时，但全面的POI数据能提升导航、市场分析和客户洞察。将POI与生成式引擎集成可自动化数据处理，在基于位置的服务中开启新应用。)

GEO (Generative Engine Optimization) is the strategic optimization of content to be understood, referenced, and recommended by AI, making it part of AI-generated answers. This represents a paradigm shift from traditional SEO's goal of ranking for clicks to GEO's goal of becoming the source material for AI responses, crucial for capturing traffic in the AI-driven search era. (中文摘要翻译) GEO（生成式引擎优化）是通过优化内容使其被AI理解、引用和推荐，成为AI生成答案一部分的策略。这代表了从传统SEO追求点击排名的目标，向GEO成为AI回答“原材料”目标的范式转移，对于在AI驱动的搜索时代获取流量至关重要。

GEO (Generative Engine Optimization) is an AI-era optimization strategy that helps brands appear in AI assistant responses (like Doubao, Wenxin Yiyan, DeepSeek) through content optimization and distribution, addressing traditional SEO limitations and capturing new conversational search traffic. (GEO（生成式引擎优化）是AI时代的优化策略，通过内容优化和分发，让品牌出现在豆包、文心一言、DeepSeek等AI助手的回答中，解决传统SEO困境，抢占对话式搜索流量新红利。)

GEO (Generative Engine Optimization) is emerging as a critical marketing strategy in China's AI landscape, shifting focus from traditional search engine optimization to optimizing content for generative AI responses. The market saw speculative stock surges in early 2026, but experts warn of irrational exuberance as many companies lack mature business models. With China's GEO market projected to grow from ¥2.9 billion in 2025 to ¥24 billion by 2030, the technology represents both significant opportunity and substantial risk as it transitions from concept to practical implementation. (GEO生成式引擎优化正在成为中国AI领域的关键营销策略，从传统的搜索引擎优化转向优化生成式AI回答内容。2026年初市场出现投机性股票暴涨，但专家警告存在非理性繁荣，许多公司缺乏成熟的商业模式。中国GEO市场规模预计将从2025年的29亿元增长到2030年的240亿元，该技术既代表重大机遇也蕴含实质风险，正从概念向实际应用过渡。)

The Gene Expression Omnibus (GEO) is a comprehensive public repository for functional genomics data, supporting raw and processed data from microarray and next-generation sequencing technologies with advanced analysis tools like GEO2R. (GEO是一个全面的功能基因组学数据公共存储库，支持来自微阵列和下一代测序技术的原始和处理数据，并提供GEO2R等先进分析工具。)

GEO (Gene Expression Omnibus) is a public functional genomics data repository that supports MIAME-compliant data submissions and provides tools for querying and downloading experiments and curated gene expression profiles. (GEO（基因表达综合数据库）是一个公共功能基因组学数据存储库，支持符合MIAME标准的数据提交，并提供查询和下载实验及精选基因表达谱的工具。)