艾媒咨询 | 2025年7月全球主要行业投融资数据监测月报

2025年7月，全球主要行业投融资市场表现强劲。根据全球领先的新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2025年7月全球主要行业投融资数据监测月报》显示，2025年7月全球投融资事件数量达到763起，相较于6月的604起，环比增长26.32%，投融资金额高达3696.61亿人民币，环比增长48.30%，显示出投融资活跃度和资金规模的显著提升。这一变化可能与行业周期性增长、政策利好、市场回暖及节假日消费刺激有关。对比历史趋势，7月的投融资数量和金额均创下年内新高，显示出市场对投资的强烈信心和活跃度。在商业实际情况中，这可能反映了市场对新兴技术和创新项目的追捧，以及对经济复苏的乐观预期。
In July 2025, the global major industry investment and financing markets performed strongly. According to the latest "Global Major Industry Investment and Financing Data Monitoring Monthly Report for July 2025" released by iiMedia Research, a leading third-party data mining and analysis institution for the new economy industry, the number of global investment and financing events reached 763 in July 2025, a 26.32% increase compared to 604 in June, and the investment and financing amount was as high as 369.661 billion RMB, a 48.30% increase compared to the previous month. This indicates a significant increase in investment and financing activity and scale. This change may be related to the cyclical growth of the industry, favorable policies, market recovery, and holiday consumption stimulation. Compared with historical trends, both the number and amount of investment and financing in July set new highs for the year, demonstrating strong market confidence and activity in investment. In the actual business situation, this may reflect the market's pursuit of emerging technologies and innovative projects, as well as optimistic expectations for economic recovery.

艾媒咨询 | 2025年中国私域流量消费行为调查数据

私域流量指的是个人账号中所沉淀的粉丝、客户，私域流量的特点是用户可直接触达、反复利用。近年来，私域流量市场正迅速崛起，成为企业营销的核心策略，其特点是自主可控、免费复用，能够有效降低获客成本并提升用户生命周期价值。随着公域流量成本攀升和用户需求个性化，私域流量市场规模持续扩大，参与主体和运营模式日益多元化。根据全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2025年中国私域流量消费行为调查数据》数据显示，内容分享平台（如小红书、微博等）以37.22%的占比位居首位，表明消费者更倾向于通过内容分享平台进入商家私域，反映出内容驱动的消费决策趋势显著。与此同时，食品饮料类商品以38.16%的占比成为最受欢迎的品类，凸显了消费者对食品饮料的强烈需求，进一步印证了该品类在私域流量运营中的重要地位。艾媒咨询分析师认为，未来，私域流量将向精细化运营、与公域流量协同发展以及工具专业化方向演进，垂直细分领域、内容电商和本地生活服务等领域蕴含巨大机会。企业需抓住趋势，制定合理策略，以在竞争中占据优势。
Private domain traffic refers to the precipitated fans and customers in the personal account, and the characteristics of private domain traffic are that users can be directly contacted and repeatedly used. In recent years, the private domain traffic market is rising rapidly and has become the core strategy of enterprise marketing, which is characterized by autonomous and controllable, free reuse, which can effectively reduce customer acquisition costs and enhance user life cycle value. With the rising cost of public domain traffic and personalized user needs, the scale of private domain traffic market continues to expand, and the participants and operating models are increasingly diversified. According to the latest "Survey data of consumption behavior of China private domain traffic in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, content sharing platforms (such as XiaoHongshu, Weibo, etc.) occupy the first place with 37.22%. It shows that consumers are more inclined to enter the private domain of merchants through content sharing platforms, reflecting the significant trend of content-driven consumption decision-making. At the same time, food and beverage products accounted for 38.16% of the most popular category, highlighting the strong demand of consumers for food and beverage, further confirming the important position of this category in the private traffic operation. Ai Media Consulting analysts believe that in the future, private domain traffic will evolve in the direction of fine operation, collaborative development with public domain traffic and tool specialization, and there are huge opportunities in the fields of vertical segmentation, content e-commerce and local life services. Enterprises need to grasp the trend and formulate reasonable strategies to take advantage of the competition.

艾媒咨询 | 2025年中国小炒类餐饮行业发展状况及消费行为调查数据

在预制菜技术与标准化供应链的双重驱动下，中国小炒类餐饮行业正从规模扩张转向品质深耕，进入“效率与体验并重、细分与创新并行”的产业升级新阶段。根据全球领先的新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2025年中国小炒类餐饮行业发展状况及消费行为调查数据》显示，2024年中国餐饮行业市场规模为55718亿元，同比增长7.4%，预计2025年市场规模将达59284亿元。此外，2024年中国预制菜市场规模已经达到4850亿元，预计2026年预制菜市场规模达到7490亿元。这表明预制菜正成为推动餐饮业标准化与规模化的重要力量，也为小炒品类在保持“锅气”与实现效率平衡方面提供了产业基础。
在中国消费者最常消费的小炒类型中，湖南小炒（如小炒黄牛肉）以53.40%的占比高居榜首，成为2025年消费者最常消费的小炒类型。川渝江湖菜（如辣子鸡）以49.75%的占比紧随其后。江西小炒（如余干辣椒炒肉）和闽菜小炒分别以25.44%和25.06%的占比位列第三和第四。与此同时，在消费者了解小炒类餐饮的信息渠道方面，大众点评以52.77%的占比领先，小红书以39.80%的占比位居第二，显示本地生活平台与内容社区已成为影响消费者决策的关键入口。这表明，中国小炒类餐饮市场已呈现“辣味主导、区域集中”的品类格局，且消费决策正深度依赖数字化内容平台，未来具备地域特色与线上运营能力的品牌将更具竞争优势。
艾媒咨询分析师认为，中国小炒类餐饮行业将呈现以下发展趋势：一是区域风味细分化，湘川菜系继续领跑，但区域性小众口味将借助预制菜技术实现标准化突围；二是运营模式双轨化，连锁品牌依托供应链优势加速市场整合，同时“明档现炒+社区小店”模式持续深耕体验经济；三是技术驱动智能化，AI火候控制与智能点餐系统提升出餐效率，数字平台成为引流主阵地；四是消费场景多元化，从单一正餐向“家庭厨房+轻食简餐+户外露营”多场景渗透。
Driven by the dual forces of pre-prepared food technology and standardized supply chains, China's stir-fry restaurant industry is shifting from scale expansion to quality deepening, entering a new stage of industrial upgrading characterized by "efficiency and experience in balance, and coexistence of segmentation and innovation". According to the latest "2025 China Stir-Fry Restaurant Industry Development Status and Consumer Behavior Survey Data" released by iiMedia Research (a leading third-party data mining and analysis agency for the new economy industry), the scale of China's catering industry in 2024 was 5,571.8 billion yuan, with a year-on-year growth of 7.4%. It is expected that the scale will reach 5,928.4 billion yuan in 2025. Additionally, the scale of China's pre-prepared food market has reached 485 billion yuan in 2024, and it is expected to reach 749 billion yuan in 2026. This indicates that pre-prepared food is becoming an important force driving the standardization and scale of the catering industry, and also provides an industrial foundation for small stir-fry categories to maintain "wok hei" and achieve efficiency balance.
Among the most frequently consumed stir-fry types by Chinese consumers, Hunan stir-fry (such as stir-fried yellow beef) leads with a 53.40% share, becoming the most frequently consumed stir-fry type in 2025. Sichuan and Chongqing street food (such as spicy chicken) follows closely with a 49.75% share. Jiangxi stir-fry (such as Yu Gan chili and pork) and Fujian stir-fry rank third and fourth with 25.44% and 25.06% shares respectively. Meanwhile, in terms of information channels for consumers to learn about stir-fry restaurants, Dianping leads with a 52.77% share, followed by Xiaohongshu with a 39.80% share, indicating that local life platforms and content communities have become key entry points influencing consumer decisions. This shows that the Chinese stir-fry restaurant market has presented a "dominance of spicy flavors and regional concentration" category pattern, and consumer decisions are deeply dependent on digital content platforms. In the future, brands with regional characteristics and online operation capabilities will have greater competitive advantages.
Analysts from iiMedia Research believe that the Chinese stir-fry restaurant industry will present the following development trends: first, regional flavor segmentation, with Hunan and Sichuan cuisines continuing to lead, but regional minority flavors will achieve standardized breakthroughs with the help of pre-prepared food technology; second, dual-track operation models, with chain brands accelerating market integration by leveraging supply chain advantages, while the "open kitchen + community small store" model continues to deepen the experience economy; third, technology-driven intelligence, with AI heat control and intelligent ordering systems improving meal delivery efficiency, and digital platforms becoming the main attraction; fourth, diversified consumption scenarios, from single formal dining to "home kitchen + light meals + outdoor camping" multi-scenario penetration.

艾媒咨询 | 2025-2026年中国食品风味市场与消费趋势研究报告

随着居民消费结构从“生存型”向“享受型”加速升级，大众对食品风味的需求也不再局限于“甜、咸”等基础味觉层面，而是延伸至“品质安全、消费体验感、情感共鸣价值、文化认同属性”的多维诉求，这一需求转变为食品风味市场的升级迭代奠定了坚实基础。全球领先的新经济第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）发布的《2025-2026年中国食品风味市场与消费趋势研究报告》数据显示，2024年中国调味品市场规模已达6871亿元，同比增长16.0%；其中复合调味品市场规模为2301亿元。作为食品风味行业的重要支撑领域，调味品市场的稳健增长为整个食品风味行业的发展提供了有力保障。
在应用场景上，食品风味市场的覆盖范围广泛，已深度渗透至餐饮、休闲食品、冷冻食品等多个核心领域，其中餐饮行业的需求表现尤为突出。当前，餐饮行业正处于连锁化扩张的关键阶段，菜品风味的标准化与稳定性是连锁品牌抢占市场的核心竞争力，这一行业特性进一步推动了食品风味行业的技术创新与产品迭代。值得注意的是，消费者对餐饮风味的需求正持续升级。一方面，有64.88%的消费者认为，当前餐饮风味存在的核心痛点是同质化现象严重、缺乏独特性；另一方面，在风味创新方向上，78.43%的消费者明确期待餐饮企业能聚焦“健康化”升级。以健康化为核心的风味创新，正成为餐饮企业突破同质化困局、实现差异化竞争的关键抓手。
With the upgrading of residents' consumption structure, the public's demand for food flavors is no longer limited to basic taste levels such as sweet and salty, but has extended to multi-dimensional demands including quality and safety, consumption experience, emotional resonance value, and cultural identity attributes. This demand has laid a solid foundation for the upgrading and iteration of the food flavor market. Data from the "China Food Flavor Market and Consumption Trends Research Report 2025-2026" released by iiMedia Research, a world-leading third-party data mining and analysis institution for the new economy, shows that the scale of China's condiment market reached 687.1 billion yuan in 2024, with a year-on-year growth of 16.0%. Among them, the market size of compound condiments is 230.1 billion yuan. As an important supporting field of the food flavor industry, the steady growth of the condiment market provides a strong guarantee for the development of the entire food flavor industry.
In terms of application scenarios, the food flavor market has a wide coverage and has deeply penetrated into multiple core fields such as catering, snack foods, and frozen foods, among which the demand in the catering industry is particularly prominent. At present, the catering industry is at a critical stage of chain expansion. The standardization and stability of dish flavors are the core competitiveness for chain brands to capture the market. This industry characteristic further promotes technological innovation and product iteration in the food flavor industry. It is worth noting that consumers' demands for the flavor of food and beverages are continuously upgrading. On the one hand, 64.88% of consumers believe that the core pain point of current catering flavors is the severe homogenization and lack of uniqueness. On the other hand, in terms of flavor innovation, 78.43% of consumers clearly expect catering enterprises to focus on "health-oriented" upgrades. Flavor innovation centered on health is becoming a key approach for catering enterprises to break through the homogenization predicament and achieve differentiated competition.

艾媒咨询 | 2025年中国搜索引擎行业发展状况与使用行为调查数据

随着大数据和机器学习技术的不断应用，搜索引擎开始更加注重用户的个性化需求。通过分析用户的搜索历史、兴趣爱好和行为模式，搜索引擎能够提供更加精准和个性化的搜索结果。根据全球领先的新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2025年中国搜索引擎行业发展状况与使用行为调查数据》显示，2024年中国移动广告市场规模为4762.8亿元，2025年预计达到4867.6亿元。这表明中国移动广告市场已从高速增长阶段过渡至稳步发展的成熟期。随着用户注意力全面向移动端迁移，搜索引擎的竞争维度也从单一的结果准确性，扩展为移动生态体验、广告形式创新与AI技术融合的综合较量。
中国用户在选择搜索引擎时，最关注的因素是“广告少/用户体验好”，占比高达62.32%，远高于其他选项。紧随其后的分别是“搜索结果的相关性”（60.06%）与“信息准确性”（59.21%），反映出用户在追求界面整洁的同时，并未放松对内容质量的核心要求。在2025年用户常用的搜索引擎中，百度以72.52%的占比保持领先，搜狗（30.31%）与360（27.20%）分别位列第二、三位。这表明用户体验已成为影响用户选择搜索引擎的决定性因素，“简洁、少干扰”的产品设计更能赢得用户青睐。此外，头部平台如百度仍凭借其强大的生态壁垒与技术积累占据主导地位。
艾媒咨询分析师认为，中国搜索引擎行业将迎来结构性变革，呈现以下核心趋势：一是核心技术将全面迈向AI原生，传统关键词检索逐步被对话式、生成式搜索替代，用户可直接获取整合答案。竞争重点也将从“信息检索效率”扩展至“生态服务能力”，推动搜索与内容、服务及交易深度融合，实现“即搜即得、即搜即用”。二是商业化模式迎来重构，传统搜索广告占比下降，原生式、场景化广告与AI答案深度融合。与此同时，监管与算法伦理的重要性凸显，数据安全、结果公平性将成为行业健康发展的关键制约因素。
With the continuous application of big data and machine learning technologies, search engines are beginning to pay more attention to users' personalized needs. By analyzing users' search history, interests, and behavior patterns, search engines can provide more accurate and personalized search results. According to the latest "2025 China Search Engine Industry Development Status and User Behavior Survey Data" released by iiMedia Research, a leading third-party data mining and analysis agency for the new economy industry, the scale of China's mobile advertising market was 476.28 billion yuan in 2024 and is expected to reach 486.76 billion yuan in 2025. This indicates that China's mobile advertising market has transitioned from a high-speed growth stage to a mature period of steady development. As users' attention shifts comprehensively to mobile devices, the competitive dimension of search engines has expanded from the single aspect of result accuracy to a comprehensive competition involving mobile ecosystem experience, advertising form innovation, and the integration of AI technology.
When Chinese users choose search engines, the most important factor they consider is "less advertising / better user experience", which accounts for as high as 62.32%, far exceeding other options. The factors that follow are "relevance of search results" (60.06%) and "accuracy of information" (59.21%), indicating that while users pursue a clean interface, they do not relax their core requirements for content quality. Among the commonly used search engines in 2025, Baidu maintains the lead with a share of 72.52%, followed by Sogou (30.31%) and 360 (27.20%) in second and third place respectively. This shows that user experience has become the decisive factor influencing users' choice of search engines, and a "simple and less distracting" product design is more likely to win users' favor. In addition, leading platforms like Baidu still dominate the market by virtue of their strong ecosystem barriers and technological accumulation.
Analysts from iiMedia Research believe that China's search engine industry will undergo structural changes, presenting the following core trends: First, core technologies will fully move towards AI-native, with traditional keyword search gradually being replaced by conversational and generative search, allowing users to directly obtain integrated answers. The focus of competition will also expand from "information retrieval efficiency" to "ecosystem service capabilities", promoting the deep integration of search with content, services, and transactions to achieve "instant search and use". Second, the commercial model will be restructured, with the proportion of traditional search advertising declining, and native and contextual advertising deeply integrated with AI answers. At the same time, the importance of regulation and algorithm ethics is highlighted, with data security and result fairness becoming key constraints for the healthy development of the industry.

2025-2029年中国低空经济产业链全景图及区域竞争状况研究报告

在全球经济加速发展与科技飞速进步的当下，低空经济作为新兴的经济形态，其辐射带动作用强、产业链较长等特点对经济社会发展具有较强的带动作用。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2025-2029年中国低空经济产业链全景图及区域竞争状况研究报告》数据显示，2022-2024年中国低空经济市场规模数据呈现上升趋势，2025年中国低空经济市场规模预计达5615亿元，2029年低空经济市场规模将达13904亿元，2035年有望突破3.5万亿元。艾媒咨询分析师认为，2024年是低空经济发展的元年，随着政策的落实和相关措施的不断落地，低空经济将在未来呈现爆发式增长。
At present, with the accelerated development of the global economy and the rapid progress of science and technology, the low-altitude economy, as an emerging economic form, has a strong radiation driving effect and a long industrial chain, which has a strong driving effect on economic and social development. iiMedia Research, a third party data mining and analysis institution in the global new economy industry, recently released the "Research report on China's low-altitude economic industrial chain panorama and regional competition status from 2025 to 2029", which shows that the market size data of China's low-altitude economy in 2022-2024 shows an upward trend. The market size of China's low-altitude economy is expected to reach 561.5 billion yuan in 2025, 1390.4 billion yuan in 2029, and 3.5 trillion yuan in 2035. Analysts from IIMedia Consulting believe that 2024 is the first year of low-altitude economic development, and with the implementation of policies and relevant measures, low-altitude economy will show explosive growth in the future.

艾媒咨询 | 2025-2028年中国情绪消费与宠物产业生态商机研究报告

中国宠物经济产业正快速发展，其核心驱动力在于消费升级背景下，宠物角色从“功能性动物”向“情感陪伴家庭成员”转变，叠加人口结构变化带来的陪伴需求提升，推动涵盖食品、医疗、美容、训练、保险、殡葬等环节的产业链不断延伸和升级，未来增长潜力巨大，是中国消费市场中极具活力的新兴“蓝海”。iiMedia Research（艾媒咨询）数据显示，2025年中国宠物经济产业规模达8114亿元，同比增长15.7%，预计到2028年有望突破11500亿元。
China's pet economy industry is developing rapidly. The core driving force lies in the fact that under the background of consumption upgrade, the role of pets is transforming from "functional animals" to "emotional companions for family members". Coupled with the increased demand for companionship brought about by changes in population structure, this has driven the continuous extension and upgrading of the industrial chain covering food, medical care, beauty care, training, insurance, funeral services and other links. The future growth potential is huge. It is a highly dynamic emerging "blue ocean" in China's consumer market. iiMedia Research data shows that the scale of China's pet economy industry reached 811.4 billion yuan in 2025, with a year-on-year growth of 15.7%. It is expected to exceed 1.150 billion yuan by 2028.

艾媒咨询｜2024年中国充电桩行业发展运行监测报告

在新能源汽车市场快速增长的背景下，充电桩作为重要的基础设施，其市场需求不断扩大。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024年中国充电桩行业发展运行监测报告》数据显示，从2021年到2024年，中国私人充电桩保有量显著增长，从181.1万台增长至739.4万台，年复合增长率超过40%。
艾媒咨询分析师认为，中国充电桩行业正处于一个快速发展的阶段，在市场规模不断扩大、技术不断进步和政策支持力度加大等有利趋势下，中国充电桩市场未来发展前景广阔。
In the context of the rapid growth of the new energy vehicle market, charging piles as an important infrastructure, its market demand continues to expand. The latest "2024 China Charging Pile Industry Development and Operation Monitoring Report" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, shows that from 2021 to 2024, the number of private charging piles in China has grown significantly, from 1.811 million units to 7.394,000 units. The compound annual growth rate is more than 40%.
Analysts from iiMedia Consulting believe that China's charging pile industry is in a stage of rapid development, the market continues to expand, technology progress and policy support to increase favorable trends, China's charging pile market in the future development prospects.

艾媒咨询｜2024年中国高考志愿填报及就业前景大数据分析报告

近年来，国内外形势均发生较大变化，中国经济正处于恢复期，高校专业会出现新一轮洗牌，就业前景好和就业稳定的院校和专业报考人数将出现大幅上涨。2024年，教育部在法学、工学、文学、农学、艺术学、教育学、管理学方向新增24种专业，高等教育逐步向市场发展情况靠拢。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）基于专业赛道空间与行业布局分析，推出《2024年中国高考志愿填报及就业前景大数据分析报告》，数据显示，49.15%中国高考生意向城市为一线或新一线。随着人工智能、大数据、云计算等成为主流，高技术行业出现大量职位空缺，相关专业将成报考热门。2023年中国高考志愿填报市场付费规模为9.5亿元，近九成高考生愿意选择高考志愿填报服务，随着高考志愿报考行业付费需求增多，其市场规模将持续增长。
In recent years, the situation at home and abroad has undergone great changes, China's economy is in a recovery period, there will be a new round of reshuffle of college majors, and colleges and majors with good employment prospects and stable employment will see a substantial increase in applicants. In 2024, the Ministry of Education will add 24 new majors in the fields of law, engineering, literature, agriculture, art, education and management, and gradually move closer to the market development of higher education. iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, based on the analysis of professional track space and industry layout, launched the "2024 Chinese College Entrance Examination voluntary filling and employment prospects Big data analysis report". 49.15% of China's college entrance examination business to the city for the first line or new line. As artificial intelligence, big data and cloud computing become the mainstream, there are a large number of job vacancies in high-tech industries, and related majors will become popular candidates. The market payment scale of China's college entrance examination voluntary filling in 2023 will be 950 million yuan. Nearly 90% of college entrance examination candidates are willing to choose voluntary filling service. With the increase in the demand for fees paid by the industry for college entrance examination volunteers, its market size will continue to grow. 

艾媒咨询 | 法国广告业市场运行状况与消费者行为调研数据

随着数字化转型的深化，法国广告市场呈现结构性变革，数字媒体持续领跑行业增长。根据全球领先的新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《法国广告业市场运行状况与消费者行为调研数据》数据显示，法国的数字广告市场价值保持强劲增长，2024年市场规模突破12.48亿欧元。市场结构呈现显著分化特征，搜索广告以44%的市场份额持续主导数字广告领域，2023年支出规模达4.1亿欧元。数字视频广告与音频广告成为增长引擎，2023年分别取得9.11亿欧元和9800万欧元的历史峰值。移动广告市场表现也不错，2023年支出达49.7亿美元，近五年复合增长率达21.5%，预计2028年规模将突破77.6亿美元。行业客户规模持续扩容，2023年数字广告客户数量较2019年增长25.07%。但要注意的是，68%消费者将禁止诈骗列为影响者营销的核心因素。艾媒咨询分析师认为，市场呈现“数字驱动、场景分化、规范升级”的三重趋势。建议广告主重点布局移动端与视频场景；行业组织需加快制定道德准则，构建健康生态体系。
With the deepening of digital transformation, the French advertising market is undergoing structural change, and digital media continues to lead the industry growth. According to the latest "French advertising market performance and consumer behavior survey data" released by iiMedia Research, the world's leading third-party data mining and analysis organization for the new economy industry, the spending on traditional and digital media advertising in France is increasing in 2023, while advertising revenue across various channels is growing steadily. The value of the digital advertising market in France continues to grow strongly, with the market size exceeding 1.248 billion euros in 2024. The market structure is significantly differentiated, with search advertising continuing to dominate the digital advertising sector with a 44% market share and spending of 410 million euros in 2023. Digital video advertising and audio advertising became growth engines, reaching historic peaks of €910 million and €98 million respectively in 2023. The mobile advertising market is also performing well, with spending reaching $4.97 billion in 2023, a compound growth rate of 21.5% in the past five years, and is expected to exceed $7.76 billion in 2028. The scale of industry customers continues to expand, and the number of digital advertisers in 2023 increased by 25.07% compared with 2019. However, it is important to note that 68% of consumers list banning scams as a core factor in influencer marketing. iiMedia Research believe that the market presents a triple trend of "digital-driven, scene differentiation, and normative upgrading". It is suggested that advertisers focus on the layout of mobile terminals and video scenes to optimize programmatic purchasing capabilities; Industry organizations need to accelerate the development of ethical codes to build a healthy ecosystem.