艾媒咨询 | 2024年中国家用美容仪行业消费者洞察研究报告

随着居民收入水平提高，中国医美市场规模持续快速发展，进而带动了家用美容仪市场的消费升级。与此同时，家用美容仪逐渐被纳入更严格的医疗器械监管，促进了市场良好有序地发展，共同推动了市场的消费升级。中国家用美容仪市场伴随着国产品牌的快速成长，国产品牌占有的市场份额将进一步扩大。为了保障消费者权益，国家药监局加大了对家用美容仪，特别是射频美容仪的监管力度。在监管趋严的背景下，企业更应注重技术创新和产品研发，生产符合国家标准的家用美容仪产品，保障行业健康有序高质量发展。随着监管政策的推出，行业呈现高质量发展态势，市场规模有望持续增长。
As residents' income levels have increased, the Chinese medical aesthetics market has continued to experience rapid growth, thereby driving the upgrading of consumption in the home beauty instrument market. At the same time, home beauty instrument is gradually included in the stricter regulation of medical devices, which promotes the good and orderly development of the market, and jointly promotes the consumption upgrade of the market. China's domestic beauty instrument market is accompanied by the rapid growth of national brands, and the market share occupied by national brands will be further expanded. In order to protect consumer rights and interests, the State Drug Administration has increased the regulation of home beauty equipment, especially radio frequency beauty equipment. Under the background of tightening regulation, enterprises should pay more attention to technological innovation and product research and development, production of household beauty instrument products in line with national standards, to protect the industry's healthy and orderly high-quality development. With the introduction of regulatory policies, the industry presents a high-quality development trend, the market size is expected to continue to grow.

艾媒咨询 | 美国广告行业生态多样性与发展状况大数据分析研究

随着社会文化变迁加速，美国广告市场呈现多元化转型特征，少数群体的声音越来越重要。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《美国广告行业生态多样性与发展状况大数据分析研究》数据显示，美国广告行业性取向分布中91%为异性恋从业者。LGBTQ+群体消费影响力持续攀升。66%消费者认同广告商应承担多元代表责任。代际认知差异显著，Z世代对节日视觉符号革新支持率达71%，千禧世代42%认可品牌在多元议题中的领导作用。消费者偏好呈现多元特征，48%黑人群体对同族代言人展现强烈好感，体型多样性代言获69%受众认可。84%非LGBT群体抵制相关广告，接受LGBT广告的消费者期待品牌能提供LGBTQ+福利。真实性成关键诉求，47%受众重视企业内部多元制度建设。艾媒咨询分析师认为，美国广告业正经历文化觉醒、代际冲突、价值重构三重变革。建议广告主构建跨代际传播策略，重点开发25-44岁核心客群；深化少数族裔代言体系，优化黑人、亚裔等群体呈现方式；建立包容性内容审核机制，平衡不同性向群体诉求。行业协会需制定多元营销标准，推动真实性评估体系建设。
As social and cultural changes accelerate and the advertising market in the United States is characterized by a pluralistic transformation, minority voices are increasingly important. According to the latest Big data analysis on ecological diversity and development of American advertising industry released by iiMedia Research, the world's leading third-party data mining and analysis institution of the new economy industry, 91% of the sexual orientation distribution in the US advertising industry is heterosexual practitioners. The consumption influence of LGBTQ+ groups continues to rise. 66% of consumers agree that advertisers should bear the responsibility of diversity representation. There is a significant difference in intergenerational cognition, with the approval rate of Generation Z for the visual symbol innovation of festivals reaching 71%, and 42% of millennials recognizing the leadership role of brands in multiple issues. Consumer preferences show diverse characteristics, 48% of black groups show a strong impression of the same ethnic spokespersons, and 69% of the audience recognizes the diversity of body types. 84% of non-LGBT people have boycotted related ads, and consumers who receive LGBT ads expect brands to offer LGBTQ+ benefits. Authenticity has become a key demand, and 47% of the audience attaches importance to the construction of multiple systems within enterprises. iiMedia Research believe that the American advertising industry is experiencing a triple change of cultural awakening, generational conflict and value reconstruction. It is suggested that advertisers should construct inter-generation communication strategies and focus on developing core customers aged 25-44. Deepen the minority endorsement system and optimize the representation of black and Asian groups; Establish an inclusive content review mechanism to balance the demands of different groups. Industry associations need to develop multiple marketing standards and promote the construction of authenticity evaluation systems.

艾媒咨询 | 2025年中国电视剧行业市场消费行为调查数据

随着在线视频平台的快速发展，中国电视剧消费模式呈现显著特征，用户行为偏好与行业生态紧密关联。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年中国电视剧行业市场消费行为调查数据》数据显示，在线视频平台以66.54%的观看占比主导用户收视场景，其中爱奇艺以48.05%的平台偏好率成为市场首选。从内容消费习惯看，50.18%的观众日均观看时长为1-2小时，36.54%的用户以“娱乐、打发时间”为核心观看诉求。在内容形态选择上，爱情、都市题材以33.58%的偏好度占据类型榜首，反映现实主义题材的持续吸引力。剧集体量方面，55.19%的观众倾向20-30集中等长度作品，体现市场对叙事紧凑性与内容深度的平衡需求。艾媒咨询分析师认为，当前电视剧消费已形成“内容质量-平台生态-用户粘性”的闭环体系。建议行业参与者重点强化三方面能力建设：一是深耕爱情、都市等核心赛道的同时拓展多元题材创新，二是优化20-30集剧集的叙事结构与排播策略以适配观众习惯，三是通过会员权益分级与独家内容矩阵提升付费转化效率。
With the rapid development of online video platforms, the consumption pattern of Chinese TV dramas shows significant characteristics, and user behavior preferences are closely related to the industry ecology. According to the latest "Survey data of Chinese TV drama industry market consumption behavior in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, online video platforms dominated user viewing scenes with 66.54% of viewing. Among them, iQiyi became the first choice in the market with a platform preference rate of 48.05%. From the perspective of content consumption habits, 50.18% of viewers watch 1-2 hours per day, and 36.54% of users take "entertainment and killing time" as the core viewing appeal. In the choice of content form, love and urban themes occupy the top of the category with 33.58% preference, reflecting the continuous appeal of realistic themes. In terms of drama volume, 55.19% of the audience prefer 20-30 episodes of equal length, reflecting the market's demand for balance between narrative compactness and content depth. iiMedia Research believe that the current TV series consumption has formed a closed-loop system of "content quality - platform ecology - user stickiness". It is suggested that industry participants focus on strengthening the capacity building in three aspects: first, expand the innovation of diversified themes while deeply cultivating the core track such as love and city; second, optimize the narrative structure and scheduling strategy of 20-30 episodes to adapt to audience habits; third, improve the efficiency of payment conversion through the classification of member rights and exclusive content matrix.

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年中国短视频市场环境分析与用户行为调查数据

近年来，中国短视频行业在技术迭代与用户需求升级的驱动下，已形成成熟的生态体系。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年中国短视频市场环境分析与用户行为调查数据》数据显示，2024年中国微短剧市场规模为504.4亿元，2025年预计增长到677.9亿元，随着技术发展和市场成熟，微短剧市场有望持续扩容。在2025年中国用户偏好使用的短视频平台中，抖音占比最高，达39.55%，成为用户最偏好的短视频平台；快手占比27.19%。这一数据表明，抖音系平台在用户偏好使用的短视频平台中占据较高比例，反映出其强大的用户吸引力；各平台因内容特色、功能差异等，在用户偏好选择上呈现不同格局。
在2025年中国用户网购过的短视频平台中，抖音占比最高，达44.70%，是用户进行网购最常用的短视频平台；其次是快手，占比37.11%；这表明抖音、快手在短视频电商领域占据较大市场份额，更受用户青睐，平台的内容生态、用户基础、电商功能等因素可能影响用户的网购选择。艾媒咨询分析师认为，未来短视频行业将在技术融合与场景延伸中深化发展：AI大模型赋能内容精准创作，实现“用户画像-脚本生成-智能剪辑”全流程自动化；“短视频+”模式渗透至医疗、教育、文旅等领域，如虚拟问诊短视频科普、景区AR导览等场景落地；商业化层面，品牌定制短剧、互动广告等创新形式崛起。同时合规化运营与用户隐私保护成为行业可持续发展的核心议题。
In recent years, driven by technological iteration and the upgrading of user demands, China's short-video industry has formed a mature ecosystem. According to the latest "Analysis of China's short video market environment and user behavior survey data in 2025" released by iiMedia Research, a globally leading third-party data mining and analysis institution for the new economy industry, the market size of micro-short dramas in China was 50.44 billion yuan in 2024. It is expected to grow to 67.79 billion yuan in 2025. With the development of technology and the maturity of the market, the micro-short drama market is expected to continue to expand. The short-video platforms preferred by Chinese users in 2025.Among them, Douyin has the highest proportion, reaching 39.55%, and has become the most preferred short-video platform by users. Kuaishou accounts for 27.19%. This data indicates that the Douyin platform accounts for a relatively high proportion among the short-video platforms preferred by users, reflecting its strong user appeal. Due to differences in content features and functions, various platforms present different patterns in users' preference choices.
Among the short-video platforms where Chinese users made online purchases in 2025, Douyin had the highest proportion, reaching 44.70%, and was the most commonly used short-video platform for users to make online purchases. The second is Kuaishou, accounting for 37.11%. This indicates that Douyin and Kuaishou hold a significant market share in the short-video e-commerce field and are more favored by users. Factors such as the content ecosystem, user base, and e-commerce functions of the platforms may influence users' online shopping choices. Analysts from iiMedia Research believe that in the future, the short-video industry will deepen its development through technological integration and scene extension: AI large models will empower precise content creation, achieving full-process automation from "user profiling - script generation - intelligent editing". The "short video +" model has permeated into fields such as healthcare, education, and cultural tourism, for instance, scenarios like virtual consultation short video science popularization and AR guided Tours in scenic spots have been implemented. At the commercial level, innovative forms such as brand-customized short dramas and interactive advertisements have emerged. Meanwhile, compliant operation and user privacy protection have become the core issues for the sustainable development of the industry.

艾媒咨询 | 2025-2029年中国微短剧市场研究报告

近年来，中国微短剧市场迎来爆发式增长，逐渐成了数字内容领域最具潜力的新赛道之一。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《2025-2029年中国微短剧市场研究报告》数据显示，中国网络微短剧市场规模呈上升趋势，2025年中国微短剧市场规模将达677.9亿元，同比上升34.40%，预计2030年中国网络微短剧市场规模超1500亿元。艾媒咨询分析师认为，伴随文化出海进程的加速与多元文化创新题材的持续涌现，中国微短剧有望突破以往爽剧主导的单一内容格局，为市场规模的稳步攀升注入新动能。
In recent years, the Chinese micro-short drama market has witnessed explosive growth and gradually become one of the most promising new tracks in the digital content field. The latest "Analysis report on the Chinese micro drama market from 2025 to 2029" released by iiMedia Research, a world-leading third-party data mining and analysis institution for the new economy industry, shows that the market size of online micro short dramas in China is on the rise, and the market size of micro short dramas in China will reach 67.79 billion yuan in 2025 It is expected that the market size of China's online micro-short dramas will exceed 150 billion yuan by 2030, with a year-on-year increase of 34.40%. Analysts from iiMedia Research believe that with the acceleration of the process of cultural exports and the continuous emergence of innovative themes from diverse cultures, Chinese micro-short dramas are expected to break through the previous single content pattern dominated by thrilling dramas and inject new impetus into the steady growth of the market size.

艾媒咨询 | 2025年中国长音频市场竞争格局分析报告

随着移动互联网深度渗透与用户从“功能性听书”向“情感陪伴、知识获取、多场景依赖”的需求升级，2025年中国长音频市场迎来格局重构的关键转折点。iiMedia Research（艾媒咨询）数据显示，2024年中国长音频市场规模达287亿元，同比增长14.8%；预计2025年将达337亿元。
With the deep penetration of the mobile Internet and the upgrading of users' demands from "functional audio books" to "emotional companionship, knowledge acquisition, and multi-scenario reliance", the Chinese long-form audio market will witness a crucial turning point in its landscape reconstruction in 2025. iiMedia Research data shows that the market size of long-form audio in China reached 28.7 billion yuan in 2024, with a year-on-year growth of 14.8%. It is expected to reach 33.7 billion yuan by 2025.

艾媒咨询 | 2025年中国微短剧市场消费调查数据

近年来，微短剧作为一种新兴的网络视听形式，凭借其体量轻、节奏快、表现力丰富等特点迅速吸引了大量用户。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年中国微短剧市场消费调查数据》显示，中国微短剧市场规模呈上升趋势，2025年中国微短剧市场规模达677.9亿元，同比上升34.40%，预计2030年中国微短剧市场规模超1500亿元。此外，自2023年起，中国电影票房呈现下降趋势，2024年中国电影票房收入为425.02亿元。随着移动互联网的普及和短视频平台的兴起，微短剧的传播渠道日益广泛，分流了大量潜在影院观众，市场规模将不断扩大。
在2025年中国消费者观看微短剧的平台中，位列前三的分别是抖音（39.06%）、番茄免费短剧（27.32%）和快手（26.29%）。此外，消遣娱乐（46.38%）、故事情节吸引（43.10%）和观看方便灵活（39.44%）是用户观看微短剧的主要原因。这一趋势表明，短视频平台凭借庞大流量基数与场景适配性，已成为微短剧分发核心渠道，而用户核心需求则聚焦情绪价值与观看体验。未来，平台需以精品化内容创作夯实核心竞争力，同时持续优化播放流畅度、交互设计等体验细节，以进一步巩固用户粘性。
艾媒咨询分析师认为，未来中国微短剧市场将向精品化、规范化与全球化深度进阶。一方面，监管收紧推动行业告别粗制滥造，巨头与传统影视公司入局催生优质内容，从“爽感猎奇”转向现实题材与价值表达。另一方面，“微短剧+”与IP系列化运营成新方向，付费模式更趋透明规范。同时，“银发族”等群体拓宽用户结构，海外市场收入高速增长，出海成为重要增长点。低成本快周转优势持续，叠加技术赋能与场景适配，微短剧行业将在质量提升与商业创新中实现可持续扩张。
In recent years, micro short dramas, as a new form of online audio-visual content, have rapidly attracted a large number of users with their light weight, fast pace, and rich expressiveness. According to the latest "2025 China Micro Short Drama Market Consumption Survey Data" released by iiMedia Research (a leading third-party data mining and analysis agency for the new economy industry), the scale of the Chinese micro short drama market is on the rise. It is projected that the market size will reach 67.79 billion yuan in 2025, an increase of 34.40% year-on-year, and is expected to exceed 150 billion yuan by 2030. Additionally, since 2023, the box office of Chinese films has shown a downward trend, with the box office revenue in 2024 being 42.502 billion yuan. With the popularization of mobile internet and the rise of short video platforms, the distribution channels of micro short dramas have become increasingly diverse, diverting a large number of potential cinema audiences, and the market size will continue to expand.
Among the platforms where Chinese consumers watch micro short dramas in 2025, the top three are Douyin (39.06%), Tomato Free Short Drama (27.32%), and Kuaishou (26.29%). Moreover, entertainment (46.38%), captivating storylines (43.10%), and convenient and flexible viewing (39.44%) are the main reasons why users watch micro short dramas. This trend indicates that short video platforms, with their large traffic base and scene adaptability, have become the core channels for the distribution of micro short dramas, while users' core demands focus on emotional value and viewing experience. In the future, platforms need to solidify their core competitiveness through high-quality content creation, while continuously optimizing playback smoothness, interaction design, and other experience details to further enhance user stickiness.
Analysts from iiMedia Research believe that the Chinese micro short drama market will deeply advance towards refinement, standardization, and globalization in the future. On one hand, tightened regulation will push the industry to bid farewell to shoddy production, and the entry of giants and traditional film and television companies will give rise to high-quality content, shifting from "thrilling and bizarre" to realistic themes and value expression. On the other hand, "micro short drama +" and IP series operation have become new directions, and the paid model is becoming more transparent and standardized. At the same time, groups such as the "silver-haired generation" are broadening the user structure, and overseas market revenue is growing rapidly, making overseas expansion an important growth point. The advantages of low cost and fast turnover will continue, combined with technological empowerment and scene adaptability, the micro short drama industry will achieve sustainable expansion through quality improvement and business innovation.

艾媒咨询 | 2025年中国化妆品消费者行为调查数据

随着消费者对美的追求不断提升，化妆品行业进入快速发展阶段，品牌不断涌现，产品创新层出不穷，从功效型产品到天然有机产品，再到如今融合科技元素的智能化妆品，化妆品行业持续顺应时代潮流与消费者需求演变。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年中国化妆品消费者行为调查数据》数据显示，96.08% 的消费者日常使用化妆品，表明化妆品已深度融入国人生活，成为大众日常消费的重要组成部分，市场渗透率极高，这为化妆品行业的持续繁荣筑牢了坚实的用户基础。产品功效以50.51%的占比拔得头筹，清晰反映出消费者在选购化妆品时，更注重产品能为自身带来的实际改变，如护肤产品能否有效改善肤质、彩妆产品是否具备持久显色效果等。这对化妆品企业而言，是明确的发展导向，意味着企业必须将研发重心置于功效提升上，加大研发投入，运用先进技术与优质原料，打造出真正满足消费者需求的高效产品，才能在激烈的市场竞争中脱颖而出，收获消费者的青睐与信任。艾媒咨询分析师认为，随着环保意识增强，消费者对绿色、可持续化妆品需求增加。企业将注重原料可持续采购、产品环保包装、生产过程节能减排，推出更多绿色环保化妆品。
With the continuous improvement of consumers' pursuit of beauty, the cosmetics industry has entered a stage of rapid development, brands continue to emerge, product innovations emerge in an endless stream, from efficacy products to natural and organic products, and now the integration of scientific and technological elements of smart cosmetics, cosmetics industry continues to adapt to the trend of The Times and the evolution of consumer demand. According to the latest " Data from China cosmetics consumer behavior survey in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, 96.08% of consumers use cosmetics daily, indicating that cosmetics have been deeply integrated into the lives of Chinese people. It has become an important part of the daily consumption of the public, and the market penetration rate is extremely high, which has built a solid user base for the continued prosperity of the cosmetics industry. Product efficacy took the top spot with 50.51%, clearly reflecting that when consumers buy cosmetics, they pay more attention to the actual changes that products can bring to themselves, such as whether skin care products can effectively improve skin quality, and whether makeup products have lasting color effects. This is a clear development orientation for cosmetics companies, which means that companies must focus on research and development to improve efficiency, increase investment in research and development, use advanced technology and high-quality raw materials, and create efficient products that truly meet consumer needs in order to stand out in the fierce market competition and harvest consumers' favor and trust. Analysts from IIMedia Consulting believe that with the increase in environmental awareness, consumers' demand for green and sustainable cosmetics has increased. The company will focus on sustainable procurement of raw materials, environmentally friendly packaging of products, energy saving and emission reduction in the production process, and launch more green and environmentally friendly cosmetics.

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.