中银证券认为，短期来看，海外区域政治波动增加，全球配置资金对中国资产关注度增加。从市场行情 来看，2025年以来，AI产业链内部已经经历了从"海外算力"到"国产算力"再到"存力与电力"的行情轮 动，AI应用相对海外算力涨幅有限，其作为市场核心关注点仍具备较高配置性价比。 GEO意为"生成式引擎优化"，是一套专门针对生成式AI内容分发和推荐机制，进行内容结构、数据标 记、品牌权威性和对话体验等多维度优化的策略体系。其核心目标，是让品牌、产品或服务在AI生成 内容中被优先提及、引用或推荐，提升在AI搜索结果中的可见度和权威性。时下，AI应用用户规模持 续扩大，根据QuestMobile上月统计数据，原生AI市场中豆包1.55亿周活稳居榜首，DeepSeek超8000 万、元宝超2000万分别位列二三席；年底发布的阿里"千问"迅速追至第二梯队，周活已逼近千万。 在AI产业链中，软件行业主要处于中游技术层和下游应用层，扮演着核心技术支撑和应用落地的关键 角色。具体来看，软件行业在中游技术层主要提供AI框架、开发平台和算法模型，这些技术是AI应用 开发的基础。在下游应用层，软件行业通过将AI技术与各行业结合，推动AI应 ...

大数据ETF(159739)，场外联接(A：021090；C：021091；I：022882)。 大数据ETF紧密跟踪中证云计算与大数据主题指数，中证云计算与大数据主题指数选取50只业务涉及提 供云计算服务、大数据服务以及上述服务相关硬件设备的上市公司证券作为指数样本，以反映云计算与 大数据主题上市公司证券的整体表现。 数据显示，截至2025年12月31日，中证云计算与大数据主题指数(930851)前十大权重股分别为科大讯 飞、金山办公、中际旭创、新易盛、浪潮信息、中科曙光、紫光股份、恒生电子、润泽科技、拓维信 息，前十大权重股合计占比50.01%。 GEO概念全线爆发，AI大模型持续发展下，市场认为GEO推动广告投放升级，AI应用有望呈现高景 气。消息面上，马斯克当地时间1月10日在社交媒体平台X发文称，将在一周内正式开源X平台最新的内 容推荐算法。这一举动被市场普遍解读为"马斯克也要涉足GEO"。 太平洋证券认为，GEO生成式引擎优化是面向生成式AI应用的广告投放技术，其通过广告内容投喂， 使得广告内容被纳入AI信息库，进而提升广告内容在AI生成内容中的被引用概率。从投放策略来看， GEO不仅涉及投放执行 ...

Group 1 - The A-share market saw a collective rise in the three major indices on January 12, 2026, with the ChiNext 50 ETF (Hua Xia, 159367) increasing by 1.40%. Notable stocks included Kunlun Wanwei and BlueFocus, which hit the daily limit, and Runze Technology, which rose over 15% [1] - Elon Musk announced on January 10, 2026, that he would open-source the latest content recommendation algorithm for the X platform within a week. This move is interpreted as Musk's entry into the GEO (Geographic Information Systems) market, with plans for code updates every four weeks [1] - Huaxin Securities' report highlights that in January 2026, MiniMax will gradually list on the Hong Kong stock market, with the digital marketing GEO sector benefiting from AI advancements. The dual drivers of AI applications and domestic demand are expected to continue, with various commercial scenarios emerging from digital marketing to e-commerce [1] Group 2 - The ChiNext 50 ETF (Hua Xia, 159367) has two core advantages: a 20% price fluctuation limit, providing greater trading flexibility compared to traditional broad-based indices, and low management fees of 0.15% and custody fees of 0.05%, which effectively reduce investment costs [2]

Group 1 - The AI-related sector continues to surge, with the CSI AI Index rising by 4.37%, and several component stocks hitting the daily limit up, including Tuolsi, Zhongwen Online, and others [1] - The China Technology Giants Index is expected to see significant profit growth by 2026, surpassing the "Big Seven" of the US stock market for the first time since 2022, according to Bloomberg Industry Research [1] - Current dynamics in the AI industry are intensifying, with overseas companies like xAI and Anthropic securing funding, and domestic policies promoting "AI + manufacturing" [1] Group 2 - The launch of DeepSeek-V4 is anticipated to trigger a new wave of AI application enthusiasm, as model capabilities improve and costs for inference and long-window processing decrease [1] - Key areas of focus for commercialization include search & marketing, coding, multimodal applications, agents, and AI for science, with companies expected to accelerate their commercialization processes [1]

Group 1 - AI software stocks experienced a significant rally on January 12, with the cloud computing ETF (159890) rising by 6.76%, and major stocks like iFlytek and Kingsoft increasing by over 8% and 7% respectively, while Runze Technology surged by over 17% [1] - The cloud computing ETF (159890) saw a net inflow of approximately 14 million yuan during intraday trading, indicating strong investor interest [1] - Several stocks, including Youfu Network, TaxFriend, and China Great Wall, hit the daily limit up, while Hand Information and Zhongke Star Map rose by over 17% [1] Group 2 - DeepSeek plans to launch its next-generation flagship model, DeepSeek-V4, in mid-February, focusing on enhancing code generation and long code context processing capabilities [3] - Zheshang Securities highlights DeepSeek's strengths in being open-source and cost-effective, making it one of the most user-friendly models for AI applications [3] - The demand for private and dedicated cloud models among large domestic clients, who are sensitive to data and security, is increasing, and DeepSeek's pricing is significantly lower than OpenAI's while outperforming many models [3] Group 3 - The cloud computing ETF (159890) tracks the CSI Cloud Computing and Big Data Theme Index, with IT services, horizontal general software, and vertical application software accounting for approximately 65% of the index, indicating a deep investment in AI applications [5] - The top ten constituent stocks of the index include leaders in optical modules, electronic terminals, and software development, suggesting a comprehensive solution for the AI computing era [5]

消息面上，马斯克当地时间1月10日在社交媒体平台X发文称，将在一周内正式开源X平台最新的内容推 荐算法。这一举动被市场普遍解读为"马斯克也要涉足GEO"。GEO指生成引擎优化（Generative Engine Optimization）是AI搜索优化的多元拓展，聚焦于生成式AI环境下的内容整合与结构化数据应用，通过 生产或调整内容，当用户通过AI工具提问时，GEO确保品牌的核心信息被AI系统采纳，并直接融入答 案中。 AI+持续发酵，创业板人工智能ETF华夏（159381）助力布局创业板AI主业公司。资料显示，该ETF跟 踪指数一半权重在AI硬件算力（CPO），一半权重在AI软件应用（计算机、传媒、电子），具备较高 弹性和代表性。目前该ETF场内综合费率仅0.20%，位居同类最低。场外联接（A类：025505；C类： 025506）。 1月12日上午，AI+相关概念领涨市场，截至10点50分，同类费率最低创业板人工智能ETF华夏 （159381）涨超4%，持仓股易点天下、中文在线20cm涨停，汉得信息、蓝色光标、昆仑万维、拓尔 思、润泽科技等多股涨超10%。 （文章来源：每日经济新闻） ...

Core Viewpoint - The AI-focused ETF "Yongying" (159141) has seen significant gains, with its component stocks, including Zhongwen Online and Kunlun Wanwei, experiencing substantial increases in share prices, indicating a bullish trend in the AI sector [1][2]. Group 1: ETF Performance - The AI ETF "Yongying" (159141) rose by 3.50% on January 12, with notable performances from component stocks such as Zhongwen Online, which increased by over 18%, and Kunlun Wanwei, which rose by over 17% [1][2]. - The ETF comprises key players in the AI industry, covering the entire value chain from upstream computing chips and optical modules to midstream large models and cloud computing, with over 78% of its allocation in AI chips, optical modules, and cloud computing [4]. Group 2: Market Developments - The recent listings of AI companies Zhipu and Minimax on the Hong Kong stock market mark a significant milestone for global large model enterprises, with Zhipu's market capitalization reaching HKD 70 billion after a 36% increase and Minimax's market cap surpassing HKD 100 billion after a 109% surge on its debut [2][3]. - The upcoming release of DeepSeek's next-generation V4 model is expected to enhance programming capabilities and address key challenges in AI commercialization, such as stability and user value perception [3]. Group 3: Industry Trends - The trend towards generative AI products is becoming a core entry point for information acquisition, with the concept of Generative Engine Optimization (GEO) gaining traction as a new marketing paradigm in the AI era [3]. - According to industry insights, 2026 is anticipated to be a pivotal year for the commercialization of AI applications, shifting focus from cost savings to value creation, with increased attention on AI marketing strategies [3].

中信证券认为，以MiniMax为代表的中国独立第三方模型厂商在商业化进展上，相比美国领先玩家有较 多潜力，相比OpenAI的120亿美元ARR对应5000亿美元估值、Anthropic的50亿美元对应1830亿美元估 值，MiniMax2025年前三季度5344万美元意味着未来在收入端有着跨数量级的潜力，而在市值层面，相 比腾讯/阿里/字节从成立到千亿美元市值分别耗时15/15/8年，新一代AI企业将有望加速这一进程。 相关产品：创业板软件ETF华夏（159256）、创业板200ETF华夏（159573）、人工智能AIETF （515070） 1月12日盘中，A股股指涨跌分化，大科技板块表现强势，Sora概念、AIGC概念、AI智能体板块涨幅持 续扩大，软件开发板块异动拉升，创业板软件ETF华夏（159256）大涨超4%，其持仓股昆仑万维、汉 得信息、拓尔思、润泽科技、每日互动、卫宁健康、万兴科技均涨超10%。 消息方面，1月9日，全球化AI第一股MiniMax（股票代码：0100.HK）正式登陆香港联合交易所。 MiniMax本次IPO发行价定为发行上限的165港元，市场认购反响极为热烈，公开发售部分获得1 ...

1月12日，润泽科技涨5.52%，截至发稿，报73.02元/股，成交5.06亿元，换手率0.43%，总市值1193.40 亿元。 资料显示，润泽智算科技集团股份有限公司位于河北省廊坊经济技术开发区楼庄路9号，成立日期2007 年6月27日，上市日期2015年4月24日，公司主营业务涉及数据中心业务服务。主营业务收入构成为： IDC业务64.67%，AIDC业务35.33%。 从基金十大重仓股角度 数据显示，海富通基金旗下1只基金重仓润泽科技。海富通风格优势混合（519013）三季度减持5.94万 股，持有股数18.11万股，占基金净值比例为2.57%，位居第十大重仓股。根据测算，今日浮盈赚取约 69.18万元。 海富通风格优势混合（519013）成立日期2006年10月19日，最新规模3.76亿。今年以来收益4.64%，同 类排名2907/9012；近一年收益40.28%，同类排名3125/8157；成立以来收益235.28%。 海富通风格优势混合（519013）基金经理为陆怡雯。 截至发稿，陆怡雯累计任职时间5年134天，现任基金资产总规模3.76亿元，任职期间最佳基金回报 23.13%， 任职期间最差基金 ...

Investment Rating - The report maintains an investment rating of "Outperform the Market - A" [7] Core Insights - The report discusses the implementation of the "Artificial Intelligence + Manufacturing" initiative by eight government departments, aiming to promote the dual empowerment of AI and manufacturing, accelerate the intelligent, green, and integrated development of the manufacturing industry, and support the construction of a manufacturing power, cyber power, and digital China [13][14] - By 2027, the initiative aims to achieve reliable supply of key AI technologies, deep application of 3-5 general large models in manufacturing, and the creation of 100 high-quality industrial data sets [13] - The report emphasizes the importance of integrating AI with industrial software across five major application scenarios, enhancing capabilities in design assistance, simulation model construction, production scheduling, and predictive maintenance [15][16] Summary by Sections Section 1: Industry Investment Rating - The report maintains an investment rating of "Outperform the Market - A" [7] Section 2: Key Government Initiatives - The "Artificial Intelligence + Manufacturing" initiative outlines seven key tasks and 21 specific measures to enhance AI technology application in manufacturing [13] - The initiative aims for significant advancements in AI technology and its integration into manufacturing processes by 2027 [13] Section 3: AI Infrastructure Development - The report highlights the need for advancements in computing power, model development, and data integration to support industrial AI [14] - It calls for the development of high-performance algorithm models tailored to the manufacturing sector's needs [14] Section 4: Application Scenarios - The report identifies five key application scenarios for AI in manufacturing, focusing on enhancing various stages of the production process [15] - It emphasizes the integration of AI with industrial software to improve operational efficiency [15] Section 5: New Product Development - The report discusses the development of new AI products, particularly in robotics and intelligent systems, to enhance manufacturing capabilities [16] - It suggests monitoring specific companies that are positioned to benefit from these trends, including Baoxin Software and Runze Technology [16]