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Hyphenation of -ing compounds depends on established usage, not strict rules, with many common terms written as single words while others retain hyphens; sentence position generally doesn't affect spelling. (以-ing结尾复合词的连字符使用取决于约定俗成的惯例而非严格规则，许多常见术语写作单个单词而其他保留连字符；句子位置通常不影响拼写。)

The -tre/-ter distinction in English compound nouns follows functional rules: -tre for metric units in British English (e.g., kilometre), -ter for measuring instruments (e.g., voltmeter) and geometric terms (e.g., diameter). Consistency requires understanding these categories rather than applying blanket spelling conventions. (英语复合名词中-tre/-ter的区别遵循功能规则：-tre用于英式英语中的公制单位（如kilometre），-ter用于测量仪器（如voltmeter）和几何术语（如diameter）。一致性需要理解这些类别，而非应用笼统的拼写惯例。)

Social media algorithm AI optimization leverages artificial intelligence to systematically enhance content visibility and engagement by understanding and adapting to platform algorithms, with industry reports showing up to 40% improvement in organic reach compared to traditional methods. (社交媒体算法AI优化利用人工智能系统性地提升内容可见度和参与度，通过理解和适应平台算法，行业报告显示与传统方法相比有机覆盖范围可提高达40%。)

Tim Berners-Lee warned in 2010 that Facebook's closed data silos threaten the web's open, interoperable foundations by creating monopolistic barriers and fragmenting the digital ecosystem. (蒂姆·伯纳斯-李在2010年警告，Facebook的封闭数据孤岛通过创造垄断壁垒和碎片化数字生态系统，威胁着网络的开放、可互操作基础。)

GEO represents a $9B market shift from traffic to semantic competition, requiring brands to optimize for AI search understanding through authoritative, structured content that addresses core challenges of invisibility and trust in AI-generated responses. (GEO代表了从流量竞争向语义竞争的90亿美元市场转变，要求品牌通过权威、结构化的内容优化AI搜索理解，解决在AI生成响应中的隐形化和信任等核心挑战。)

进入 2026 年，生成式 AI 已从“尝鲜期”全面进入商业变现的“深水区”。本文探讨企业如何利用 GEO 技术，通过构建实体权威性和结构化数据资产，在 AI 答案引擎中驱动智能流量增长。

Tencent Music Entertainment Group operates a comprehensive music ecosystem including streaming services, musician support platforms, and original music communities, backed by complete compliance certifications and user protection systems. (腾讯音乐娱乐集团运营着包含流媒体服务、音乐人支持平台和原创音乐社区的完整音乐生态系统，拥有全面的合规认证和用户保护体系。)

PowerEasy is a robust Chinese CMS for enterprise websites, featuring modular architecture, strong security, and local integration capabilities. (PowerEasy是一款强大的中国企业网站CMS，具有模块化架构、强大的安全性和本地集成能力。)

GEO (Generative Engine Optimization) is a new paradigm for content visibility in the age of generative AI search. It shifts the core objective from traditional SEO's "ranking priority" to "being understood and adopted by AI," aiming to have brand content prioritized in multi-turn conversations and aggregated answers. This transformation is driven by the migration of traffic entry points from traditional search engines to AI platforms like DeepSeek and Doubao. According to industry reports, the GEO market in China grew by over 200% year-on-year in Q2 2025, indicating rapid initial growth. (GEO（生成式引擎优化）是生成式AI搜索时代内容可见性的新范式。其核心目标从传统SEO的“排名优先”转变为“被AI理解与采纳”，旨在让品牌内容在多轮对话与聚合答案中被优先引用。这一变革的驱动在于流量入口正从传统搜索引擎向DeepSeek、豆包等AI平台迁移。根据行业报告，2025年第二季度中国GEO市场规模同比增长超200%，显示出迅猛的初期增长势头。)