艾媒咨询 | 2023-2024年全球及中国个人洗护用品品类分析及电商市场研究报告

数据显示，2022年全球个人洗护电商市场规模达1731.4亿美元，增长率达7.5%，在电商整体行业红利期已过及增速下降的背景下，预计2023年市场规模将增长至1816.0亿美元，增长率下降至4.9%。随着国民整体洗护卫生意识的增强，中国消费者个人护理用品消费需求逐渐增加。

艾媒咨询 | 2025年中国淋浴房消费者行为调查数据

淋浴房，作为现代家居卫浴空间的重要组成部分，是指单独的淋浴隔间，由房体及相应结构件组成，将淋浴范围划分出相对独立的洗浴空间。淋浴房主要在我国沿海地区盛行，随着居民生活水平的提高以及卫生意识的增强，其市场需求快速增长。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年中国淋浴房消费者行为调查数据》数据显示，51.31% 的消费者倾向购买品质好的淋浴房，凸显出高端品质愈发成为影响购买决策的核心因素，消费者不再单纯追求价格优势，而是愿意为优质产品买单，这意味着高品质淋浴房市场潜力巨大。质量耐用性以 39.20% 的高占比位居首位，表明消费者对产品长期使用性能的高度关注，产品耐用与否直接关联其使用体验与后续成本，这也促使企业需在材料选择、工艺制作上更下功夫，提升产品耐用性。高科技配置因 41.57% 的占比成为消费者对舒适体验的首要追求，意味着智能、便捷等功能正成为淋浴房产品的新卖点，消费者期望通过科技赋能，让淋浴过程更舒适惬意。艾媒咨询分析师认为，随着互联网技术的发展，线上销售渠道对淋浴房行业的重要性日益凸显。众多淋浴房企业通过电商平台开设官方旗舰店，实现产品在线销售和信息沟通，拓展市场空间。
Shower room, as an important part of the modern home bathroom space, refers to a separate shower compartment, composed of the room and the corresponding structural parts, the shower range is divided into a relatively independent bath space. Shower room is mainly popular in the coastal areas of our country, with the improvement of residents' living standards and the enhancement of health awareness, its market demand is growing rapidly. According to the latest "Consumer behavior survey data of China shower room in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, 51.31% of consumers tend to buy good quality shower rooms, highlighting that high-end quality has increasingly become the core factor affecting the purchase decision. Consumers are no longer simply pursuing price advantages, but are willing to pay for quality products, which means that high-quality shower room market potential is huge. Quality durability ranked first with a high proportion of 39.20%, indicating that consumers are highly concerned about the long-term use performance of products, product durability is directly related to its use experience and subsequent costs, which also prompts enterprises to work harder on material selection and process production to improve product durability. High-tech configuration because 41.57% of the proportion has become the primary pursuit of consumers for comfortable experience, which means that intelligent, convenient and other functions are becoming the new selling point of shower room products, consumers expect through technology to enable, make the shower process more comfortable. Analysts from Imedia Consulting believe that with the development of Internet technology, the importance of online sales channels to the shower room industry has become increasingly prominent. Many shower room enterprises open official flagship stores through e-commerce platforms to achieve online product sales and information communication, and expand market space.

艾媒咨询 | 2025年中国农村电商行业发展状况与消费行为调查数据

随着农村电商生态持续完善，其发展格局呈现多元化特征，涵盖以短视频平台、社区团购为代表的销售渠道，以及合作社直供、加工企业联动的供应链整合模式。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年中国农村电商行业发展状况与消费行为调查数据》数据显示，在销售渠道方面，抖音网店以29.79%占比成为农村经营者首选平台，说明农村电商行业比较依赖于抖音网店。食品生鲜类商品以超五成占比主导销售结构，本地采购供应链模式占比达53.72%，说明农村电商行业倾向于自产自销。然而53.19%的经营者面临客户拓展难题，物流信息滞后、配送成本高成为主要运营障碍。消费者端数据显示，智能手机以66.90%占比成为主要上网设备，淘宝与拼多多构成双强格局，51-100元中等价位商品占据45.92%市场份额，社交电商以54.08%偏好度领跑消费模式。说明消费者倾向于用手机在淘宝等APP上消费，消费主要集中在中低端价格的产品，并且喜欢与人分享消费经历。艾媒咨询分析师认为，需通过行业协会引导优化供应链协作，强化冷链物流基建以降低损耗成本，同时建立区域电商培训体系提升运营能力，借助内容电商模式激活下沉市场消费潜力。
With the continuous improvement of rural e-commerce ecology, its development pattern shows diversified characteristics, including sales channels represented by short video platforms and community group buying, as well as the supply chain integration model of direct supply by cooperatives and linkage of processing enterprises. According to the latest "Survey data of development status and consumer behavior of China's rural e-commerce industry in 2025" released by iiMedia Research, the world's leading third-party data mining and analysis institution of new economy industry, in terms of sales channels, Tiktok online store has become the preferred platform for rural operators with 29.79%. It shows that the rural e-commerce industry is more dependent on the Tiktok online store. Fresh food products accounted for more than 50% of the dominant sales structure, and the local procurement supply chain model accounted for 53.72%, indicating that the rural e-commerce industry tends to produce and sell by itself. However, 53.19% of operators face the problem of customer expansion, logistics information lag, high distribution costs become the main operational obstacles. Consumer data show that smart phones accounted for 66.90% of the main Internet equipment, Taobao and Pinduoduo formed a dual strong pattern, 51-100 yuan medium-price goods accounted for 45.92% of the market share, social e-commerce with 54.08% preference leading the consumption mode. This shows that consumers tend to use mobile phones to consume on Taobao and other apps, and their consumption is mainly concentrated in the middle and low price products, and they like to share their consumption experience with others.iiMedia Research believe that it is necessary to optimize supply chain collaboration through industry associations, strengthen cold chain logistics infrastructure to reduce loss costs, and establish regional e-commerce training systems to enhance operational capabilities, and activate the consumption potential of sinking markets with the help of content e-commerce models.

艾媒咨询 | 2025年中国能量饮料行业发展状况与消费行为调查数据

随着健康消费理念深化，能量饮料应用场景加速延伸，形成以工作学习提效为核心的功能需求圈层，以运动健身、长途驾驶为延伸的活力补给场景，以及依托口味创新与包装迭代驱动的年轻消费生态。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年中国能量饮料行业发展状况与消费行为调查数据》数据显示，消费者消费频率呈现规律化特征，41.25%消费者每周饮用1-2次。工作/学习场景以31.21%占比位居消费动因首位，功能性诉求显著。市场格局呈现典型头部效应，红牛以46.54%市占率稳居榜首，罐装包装以38.81%偏好度成为主流载体。44.10%消费者接受7-8元价格带，42.47%首选250-400ml规格，41.66%将口味作为核心选购标准。渠道选择呈现双轨特征，综合电商平台和线下小型零售终端各有优势。行业升级面临双重挑战：36.91%消费者期待价格优化，36.09%关注功效提升，反映性价比与产品力协同不足。买一送一促销形式以39.62%偏好度彰显价格敏感特征。艾媒咨询分析师认为，企业应构建功能强化+体验升级双维竞争力：一方面开发7-9元黄金价格带专属产品，强化250-500ml规格矩阵；另一方面深化电商渠道大数据应用，针对不同消费者创新不同品类。
With the deepening of the concept of healthy consumption, the application scenarios of energy drinks accelerate the extension, forming a functional demand circle with the efficiency of work and study as the core, a vitality supply scene with sports fitness and long-distance driving as the extension, and a young consumer ecology driven by taste innovation and packaging iteration. According to the latest "China energy drink industry status and consumption behavior survey data in 2025" released by iiMedia Research, the world's leading third-party data mining and analysis organization for the new economy industry Consumption frequency showed regular characteristics, 41.25% of consumers drank once or twice a week, work/study scene accounted for 31.21% of consumption motivation, functional appeal was significant. The market pattern presents a typical head effect, with Red Bull ranking first with a market share of 46.54%, and canned packaging becoming the mainstream carrier with a preference of 38.81%. 44.10% of consumers accept the 7-8 yuan price band, 42.47% prefer 250-400ml specifications, 41.66% will taste as the core selection criteria. Channel selection presents dual-track characteristics, and both integrated e-commerce platforms and offline small retail terminals have their own advantages. Industry upgrading faces dual challenges: 36.91% of consumers expect price optimization, 36.09% pay attention to efficiency improvement, reflecting the lack of coordination between cost performance and product power. The form of buy one get one free promotion shows the price-sensitive characteristics with 39.62% preference. iiMedia Research believe that enterprises should build function enhancement + experience upgrade dual-dimensional competitiveness: on the one hand, develop 7-9 yuan gold price belt exclusive products, strengthen 250-500ml specification matrix; On the other hand, deepen the application of big data in e-commerce channels and innovate different categories for different consumers.

艾媒咨询 | 2025年中国短视频/直播市场消费行为调查数据

随着短视频与直播技术的深度渗透，其用户生态呈现多维演进特征，逐步形成以高频互动观看、沉浸式消费场景为核心的数字化生活方式，以内容精准匹配算法为支撑的个性化体验体系，以及虚实交互、跨界融合为特点的产业生态变革。同时基于区块链的内容确权机制与跨平台数据互通架构正重塑短视频/直播机构运作范式，构建起覆盖数字娱乐、社交消费、产业服务的全链路生态闭环。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年中国短视频/直播市场消费行为调查数据》数据显示，短视频/直播内容已成为中国用户日常高频接触场景，其中69.57%的短视频/直播用户为长期活跃观看群体。短视频/直播用户日均观看频次集中分布于4-5次区间，占比达43.82%，且53.19%的短视频/直播用户维持与上年持平的观看习惯，显示出用户黏性持续强化。
从消费生态看，79.32%的短视频/直播用户在平台产生消费行为，其中购物类消费以51.80%的占比主导用户支出结构，短视频/直播用户每月5%-10%的可支配收入投入该领域。平台选择偏好呈现头部集中化特征，抖音以39.40%的占比稳居短视频/直播用户首选平台，其构建的“内容+消费”闭环模式推动“购买便利性”以39.56%占比成为核心消费驱动力。内容生态方面，生活类垂类以36.54%的偏好度占据内容消费榜首，短视频/直播用户主动分享行为占比达32.12%，形成社交裂变传播效应。在平台满意度维度，内容质量指标以33.29%的五星好评率居首，但短视频/直播用户同时反馈存在算法推荐同质化、虚拟交互功能适配性不足等问题。艾媒咨询分析师认为，短视频/直播平台需强化垂直领域内容创新，优化虚实融合技术应用场景，同时完善消费链路中的售后保障机制。建议短视频/直播机构深化区块链确权技术应用，通过跨平台数据互通提升内容分发效率，并建立短视频/直播用户消费偏好动态追踪系统以增强商业转化精准度。
With the deep penetration of short-video and live-streaming technologies, their user ecosystem has shown multi-dimensional evolution characteristics, gradually forming a digital lifestyle centered on high-frequency interactive viewing and immersive consumption scenarios, a personalized experience system supported by content-precise matching algorithms, and an industrial ecosystem transformation characterized by virtual-real interaction and cross-border integration. At the same time, the content rights confirmation mechanism based on blockchain and the cross-platform data intercommunication architecture are reshaping the operation model of short-video and live-streaming institutions, building a full-chain ecological closed loop covering digital entertainment, social consumption, and industrial services. According to the latest "Survey data of consumer behavior in China's short video/live streaming market in 2025" released by iiMedia Research,a global third-party data mining and analysis institution for new economy industries, short-video/live-streaming content has become a daily high-frequency contact scene for Chinese users, among which 69.57% of short-video/live-streaming users are long-term active viewing groups. The daily viewing frequency of short-video/live-streaming users is concentrated in the 4-5 times range, accounting for 43.82%, and 53.19% of short-video/live-streaming users maintain the same viewing habits as the previous year, indicating a continuous strengthening of user stickiness.
From the perspective of the consumption ecosystem, 79.32% of short-video/live-streaming users have consumption behaviors on the platform, among which shopping consumption accounts for 51.80% of the user expenditure structure, and short-video/live-streaming users invest 5%-10% of their disposable income in this field each month. Platform selection preferences show a top-concentration feature, with Douyin holding a 39.40% share as the preferred platform for short-video/live-streaming users. The "content + consumption" closed-loop model it has built has made "purchase convenience" the core consumption driver with a 39.56% share. In terms of content ecology, the life category has a 36.54% preference rate and ranks first in content consumption, and the active sharing behavior of short-video/live-streaming users accounts for 32.12%, forming a social viral spread effect. In the dimension of platform satisfaction, the content quality indicator has the highest five-star approval rate of 33.29%, but short-video/live-streaming users also feedback that there are problems such as homogenization of algorithm recommendations and insufficient adaptability of virtual interaction functions. Analysts from iiMedia Research believe that short-video/live-streaming platforms need to strengthen content innovation in vertical fields, optimize the application scenarios of virtual-real integration technology, and at the same time improve the after-sales guarantee mechanism in the consumption chain. It is suggested that short-video and live-streaming institutions deepen the application of blockchain rights confirmation technology, improve the efficiency of content distribution through cross-platform data intercommunication, and establish a dynamic tracking system for short-video/live-streaming user consumption preferences to enhance the accuracy of commercial conversion.

艾媒咨询 | 2024年中国母婴市场发展状况与消费者调研报告

受三孩政策驱动，中国生育率有望得到提升，政策及相关配套措施落地将带动母婴消费新增量。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年中国母婴市场发展状况与消费者调研报告》数据显示，中国母婴行业市场规模逐年稳步增长，2023年达66478亿元，预计2027年将达到89149亿元，呈现显著的上升趋势。
Driven by the three-child policy, China's fertility rate is expected to be increased, and the landing of policies and related supporting measures will drive new increases in maternal and infant market. According to the latest "China Maternal and Infant Market Development and Consumer Research Report in 2024" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the market size of China's maternal and infant industry has grown steadily year by year, reaching 6,647.8 billion yuan in 2023. It is expected to reach 8914.9 billion yuan in 2027, showing a significant upward trend.

艾媒咨询｜2024年中国生活美容及轻医美市场研究报告

随着居民生活水平的提高和审美观念的转变，美容行业逐渐形成一个庞大的产业链，从基本的护肤、化妆到整形、微整形等，美容行业的服务范围越发广泛。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年中国生活美容及轻医美市场研究报告》数据显示，2023年中国美容行业市场规模已达2804.0亿元，预计2025年市场规模有望达到3816.0亿元。未来，科技美容将成为美容行业的一个重要发展方向。数据显示，2017-2023年间中国轻医美市场用户规模不断增长，2023年其用户规模达2354万人，预计到2025年将达3105万人。用户规模的持续增长，表明中国轻医美市场呈现快速发展趋势，整个市场仍有巨大的发展潜力。
With the improvement of residents' living standards and the change of aesthetic concepts, the beauty industry has gradually become a huge industrial chain, from basic skin care, makeup to plastic surgery, micro-plastic surgery, etc., the service range of the beauty industry is more and more extensive. According to the latest "China Life Beauty and light Medicine Beauty Market Research Report 2024" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the market size of China's beauty industry has reached 280.04 billion yuan in 2023. It is expected that the market size is expected to reach 381.60 billion yuan in 2025. In the future, science and technology beauty will become an important development direction of the beauty industry. Data show that the user scale of China's light medical beauty market continues to grow between 2017 and 2023, with the user scale reaching 23.54 million in 2023 and is expected to reach 31.05 million in 2025. The continuous growth of the user scale indicates that China's light medical beauty market is showing a rapid development trend, and the entire market still has huge development potential.

艾媒咨询 | 2025年中国零售行业市场消费行为调查数据

随着数字零售技术的深度融合创新，消费模式呈现多元化发展态势，主要应用于以直播购物、社交电商为例的流量重构领域，以会员体系运营、精准推荐算法为例的用户运营领域，以及即时零售、虚拟试穿技术等场景体验领域。这种技术演进推动形成了覆盖智能货架管理、跨境商品直购的新型消费生态，同时催生出结合AR导航、无人配送的智慧零售解决方案，为消费者构建起全时段、全场景的购物体验闭环。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年中国零售行业市场消费行为调查数据》数据显示，2025年中国消费者选择线上购物的核心动因中，“商品选择丰富性”以39.14%的占比居于首位，反映出消费者对多元化需求的重视。线上购物频率呈现集中化特征，“每月2-3次”成为主流选择，占比达35.45%，而每周线上购物时间分配中，“1-3小时”以55.74%的绝对优势成为多数消费者的常态选择。在消费类目偏好方面，食品类商品以36.68%的消费占比领跑线上购物清单，印证了生鲜电商和即时零售场景的深度渗透。艾媒咨询分析师认为，零售企业需系统性优化线上线下一体化运营能力：在线上渠道应强化动态定价算法与供应链弹性，通过C2M模式降低溢价空间；线下场景需加速AR虚拟试穿、智能导购机器人等体验型技术部署，同时构建会员积分跨场景通兑体系以提升用户忠诚度。对于消费者普遍反映的“价格敏感度攀升”现象，建议通过大数据驱动的精准促销策略与付费会员专属权益体系实现差异化价值供给。
With the deep integration and innovation of digital retail technology, the consumption model shows a diversified development trend, which is mainly applied to the field of traffic reconstruction such as live shopping and social e-commerce, the field of user operation such as membership system operation and accurate recommendation algorithm, and the field of scene experience such as instant retail and virtual fitting technology. This technological evolution has promoted the formation of a new consumption ecology covering intelligent shelf management and cross-border direct purchase of goods, and has spawned a smart retail solution combining AR navigation and unmanned distribution, building a full-time and full-scene shopping experience closed-loop for consumers. According to Consumer behavior survey data of China's retail industry in 2025 released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, among the core motivations for Chinese consumers to choose online shopping in 2025, "Product selection richness" ranked first with 39.14%, reflecting consumers' emphasis on diversified needs. Online shopping frequency presents a centralized feature, "2-3 times a month" has become the mainstream choice, accounting for 35.45%, and in the weekly online shopping time allocation, "1-3 hours" has become the normal choice of most consumers with an absolute advantage of 55.74%. In terms of consumer preference, food products led the online shopping list with 36.68% of consumption, confirming the deep penetration of fresh e-commerce and instant retail scenes. Analysts of IIMedia Consulting believe that retail enterprises need to systematically optimize online and offline integrated operation capabilities: online channels should strengthen dynamic pricing algorithms and supply chain elasticity, and reduce premium space through C2M mode; In offline scenes, it is necessary to accelerate the deployment of experiential technologies such as AR virtual fitting and intelligent shopping guide robots, and build a cross-scene redemption system for member points to enhance user loyalty. For the phenomenon of "rising price sensitivity" generally reflected by consumers, it is suggested to realize differentiated value supply through big data-driven precision promotion strategy and the exclusive rights and interests system of paying members.

艾媒咨询｜2024-2025年中国鲜花电商市场分析报告

中国鲜花电商市场在数字化经济快速发展的浪潮中迅速成长，成为消费升级和个性化需求的新兴领域。随着互联网技术的不断进步和物流配送体系的完善，鲜花电商行业已经形成了一套成熟的运营模式，成为人们日常生活中传递情感、表达心意的重要方式。在市场竞争日益加剧的背景下，中国鲜花电商行业不仅满足了国内消费者多样化的需求，也逐渐将业务拓展至海外市场，成为全球鲜花消费的新趋势。通过创新的营销策略和优质的客户服务，部分国内鲜花电商企业已经成功地将中国鲜花电商的产品和服务推向国际市场，成为全球鲜花电商领域不可忽视的力量。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《2024-2025年中国鲜花电商市场分析报告》数据显示，2023年中国鲜花电商市场规模为1279.1亿元，预计2025年中国鲜花电商市场规模将达1644.1亿元。
艾媒咨询分析师认为，在全球化的背景下，中国鲜花电商企业通过挖掘和传递具有中国特色的文化元素和价值观念，可以更好地与海外消费者建立情感联系，提升品牌影响力。
China's flower e-commerce market has grown rapidly in the wave of rapid development of the digital economy, becoming an emerging field of consumption upgrading and personalized demand. With the continuous progress of Internet technology and the improvement of logistics distribution system, the flower e-commerce industry has formed a set of mature operation model, which has become an important way to convey emotions and express thoughts in People's Daily life. In the context of increasing market competition, China's flower e-commerce industry not only meets the diversified needs of domestic consumers, but also gradually expands its business to overseas markets, becoming a new trend in global flower consumption. Through innovative marketing strategies and high-quality customer service, some domestic flower e-commerce enterprises have successfully promoted the products and services of China's flower e-commerce to the international market, becoming a force that cannot be ignored in the field of global flower e-commerce. According to the latest "2024-2025 China Flower E-commerce Market Analysis Report" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the market size of China's flower e-commerce in 2023 will be 127.91 billion yuan. It is expected that the size of China's flower e-commerce market will reach 164.41 billion yuan in 2025.
Analysts from IMedia Consulting believe that in the context of globalization, Chinese flower e-commerce enterprises can better establish emotional connections with overseas consumers and enhance brand influence by mining and transmitting cultural elements and values with Chinese characteristics.

艾媒咨询 | 2024年微信视频号用户画像与行为洞察报告

随着互联网技术的不断进步和社交媒体生态的演变，微信视频号作为新兴的视频平台，正逐渐成为品牌营销和商业化的新战场。微信视频号坐拥国内庞大的私域流量，其独特优势在于其植根于拥有完整社交链的微信生态，辐射超过13亿用户的社交圈，社交传播的内容具备高信任基因。因此，微信视频号诞生至今，已经成为连接用户与内容创作者的重要桥梁。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年微信视频号用户画像与行为洞察报告》数据显示，从2020年3月到2023年12月，中国短视频行业的用户基数呈现持续上升的态势。截至2023年12月，用户总数攀升至10.53亿，渗透率达到了96.40%。艾媒咨询分析师认为，逐年增长的用户规模表明短视频市场仍有巨大的发展潜力和空间。
艾媒咨询分析师认为，视频号推出了多项商业化工具，包括直播带货、观众打赏、付费内容推广以及广告互选等，为不同粉丝规模的内容创作者提供了丰富的变现途径。在当前的互联网生态中，商业化已成为维系创作者长期留存的关键因素。创作者生产的高质量内容是视频号在竞争激烈的短视频领域中吸引和维系用户关注的核心。因此，视频号的商业化步伐加快，对于建立一个可持续发展的内容生态系统具有重要意义。
With the continuous progress of Internet technology and the evolution of social media ecology, wechat video number, as an emerging video platform, is gradually becoming a new battlefield for brand marketing and commercialization. Wechat video number has huge private traffic in China. Its unique advantage is that it is rooted in the wechat ecosystem with a complete social chain, radiating the social circle of more than 1.3 billion users, and the content of social communication has a high trust gene. Therefore, since the birth of wechat video number, it has become an important bridge connecting users and content creators. The latest "2024 wechat video user portrait and Behavior insight report" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, shows that from March 2020 to December 2023, the user base of China's short video industry has continued to rise. As of December 2023, the total number of users climbed to 1.053 billion, and the penetration rate reached 96.40%. Imedia Consulting analysts believe that the growing user scale year by year indicates that the short video market still has huge development potential and space.
iiMedia Research analysts believe that the video number has launched a number of commercial tools, including live delivery, audience rewards, paid content promotion and advertising mutual selection, etc., providing a rich way for content creators of different fan sizes to monetize. In the current Internet ecology, commercialization has become a key factor to maintain the long-term retention of creators. High-quality content produced by creators is at the core of video Number's ability to attract and maintain users' attention in the highly competitive short video field. Therefore, the accelerated pace of commercialization of video number is of great significance for the establishment of a sustainable content ecosystem.