本文将解析GEO的原理、技术架构与实施方法论，揭示其如何帮助企业突破AI生态中的信息壁垒，重建品牌与用户的连接，并为不同规 模与行业企业提供GEO服务商选择的实用指南。 随着生成式AI的迅速普及，用户的信息获取方式正在逐渐发生变化，据OpenAI与Google AI Blog发布的《2025年全球AI搜索趋势报告》 显示，AI搜索用户年增长率达43%，B2B决策者依赖AI检索信息的比例也再不断增加。未来当人们面对"哪种工业设备能适配自动化产 线"等问题时，可能会倾向于直接向AI助手提问获取整合式答案，而非通过网页逐一浏览。这种从"关键词搜索"到"对话式获取"的转变， 使得用户决策链路简化为"提问-答案-决策"的零点击闭环。在此背景下，GEO营销逐渐成为企业在AI时代获取流量入口与提升品牌认知 的新方式。 GEO生成式引擎优化（Generative Engine Optimization）是一套面向生成式AI搜索智能体与对话系统的解决方案，其核心目标是通过提升 品牌内容在AI生成结果中的可理解性及可抓取性、可引用性等，让品牌信息成为AI生成回答时的参考之一。 与传统SEO相比，GEO有着本质区别： 一、什么是G ...

Group 1 - The core viewpoint of the news highlights the surge in AI applications in the Hong Kong stock market, driven by Elon Musk's announcement regarding the release of X's latest recommendation algorithm code, leading to significant stock price increases for AI-related companies [1] - The Pacific Securities report discusses the GEO generative engine optimization, which enhances advertising strategies for generative AI applications by improving the retrievability and semantic adaptability of ad content, potentially transforming advertising from a one-time payment model to a long-term AI information operation [1] - The Federal Reserve's anticipated interest rate cuts in June and September, as indicated in Goldman Sachs' 2026 U.S. Economic Outlook report, are contributing to a positive sentiment in the Hong Kong stock market [1] Group 2 - As of January 13, 2026, the CSI Hong Kong Stock Connect Technology Index rose by 1.50%, with notable increases in stocks such as WuXi AppTec (up 8.84%) and 3SBio (up 7.08%) [2] - The CSI Hong Kong Stock Connect Technology Index comprises 50 large-cap technology companies with high R&D investment and revenue growth, reflecting the overall performance of leading tech stocks in the Hong Kong Stock Connect [2] - The top ten weighted stocks in the CSI Hong Kong Stock Connect Technology Index account for 69.68% of the index, including major players like Meituan-W, Tencent Holdings, and Alibaba-W [2]

国内AI搜索优化领域的领先企业深圳市猛犸世纪科技有限公司（以下简称"猛犸世纪"），将于2026年1 月19日在深圳举办"猛犸AI智能体大会"。本次大会最受瞩目的焦点，是猛犸世纪将向全球首度发布其在 数字营销领域的开创性理论与新书——《GEO生成式引擎优化》。 猛犸世纪创始人罗小军先生，曾任百度高级SEM分析师，拥有超过十年的搜索引擎算法研究与实践经 验。他将在大会上发表题为《三个不得不：AI、GEO、智能体》的主题演讲，系统阐述从传统搜索到 AI搜索的范式转移，并深度解读GEO的核心逻辑与商业应用价值。 除了核心技术发布，本次大会还将举行"猛犸AI商学院启动仪式"及"猛犸生态合作伙伴授牌仪式"。此举 标志着猛犸世纪不仅致力于技术创新，更着眼于构建一个围绕GEO的知识分享和商业合作生态，赋能 更多企业掌握AI时代的营销主动权。 据悉，大会已邀请到深圳市人工智能产业协会智能经济专委会联席秘书长龙亮臻、财青藤商学院院长胡 梦霞以及盖世童书创始人宋军等多位跨界专家。他们将从产业趋势、商业模式、资本视角等多个维度， 与参会者共同探讨AI智能体技术带来的商业变革与未来机遇。 业界普遍预测，猛犸世纪此次发布的GEO，有望成 ...

Core Viewpoint - The stock of Mai Fushi (02556) has seen a significant increase, with a rise of over 30% in the afternoon session and a cumulative increase of more than 70% over the past 11 trading days, indicating strong market interest and potential investor confidence [1] Company Performance - As of the latest report, the stock price is at 49.04 HKD, with a trading volume of 804 million HKD [1] - The recent surge in stock price reflects positive market sentiment towards the company's developments and strategic positioning in the AI sector [1] Industry Insights - Elon Musk's announcement to open-source the latest content recommendation algorithm for the X platform is interpreted as a move towards Generative Engine Optimization (GEO), which is a technology aimed at enhancing advertising through generative AI applications [1] - Pacific Securities highlights that GEO involves feeding advertising content into an AI information database, thereby increasing the likelihood of the content being referenced in AI-generated outputs [1] Company Positioning - Mai Fushi is recognized as a benchmark for GEO full-chain AI solutions and is a leading global AI application platform, having served over 200,000 enterprises [1] - The company has strategically positioned itself in the GEO field, creating a technological closed loop through its self-developed AI-Agentforce 2.0 platform and Tforce marketing model [1] - The introduction of GEO intelligent assistants and workstations allows for a comprehensive service chain that includes content feeding, model interaction, and effect tracking, enabling precise visibility optimization for brands within the AI ecosystem [1]

摘要：随着生成式人工智能的不断发展，传统营销方式已无法满足企业日益增长的新需求。2026年GEO生成式引擎优化，逐渐成为品牌 数字营销的新核心战略之一。 一、为什么2026年企业需关注GEO营销 1.1 搜索方式的逐渐升级 2026年越来越多的用户开始习惯直接在AI智能体助手、智能终端或小程序中获取结构化信息。据三方调研机构预测： - 中国AI搜索营销市场规模将持续增长； - 全球30%的企业将在营销预算中设立GEO专项； - AI智能体搜索正成为主导入口之一。 这意味着：品牌复杂的产品信息能否被AI"理解甚至引用"成为了企业应关注的重要部分。 - 时效性：信息日期 - 权威性：是否有可靠信源支撑 二、专业人工智能及GEO营销服务商——上海叫醒科技 上海叫醒科技是一家专业的人工智能数字化营销服务商，公司深耕品牌整合营销、AI营销与生成式引擎优化（GEO）及企业出海等领 域，作为国内早先布局AI营销领域的企业之一，专注于为企业提供前沿、高效的人工智能营销解决方案，助力企业数字化转型。目前上 海叫醒科技已成功为多家高新技术企业的AI营销项目提供服务支持。 其自研的AI训练及查询系统，人工智能可视化营销系统及企业人 ...