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　随着物联网、人工智能、大数据等前沿技术深度嵌入零售领域，中国无人零售行业近年来一路高歌猛进，从概念试水逐步迈向大规模商用，展现出强大的发展活力。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年中国无人零售行业发展状况与用户行为调查数据》数据显示，2024年中国人均可支配收入突破40000元大关，达到41314元。在2024年中国居民移动电话普及率达到了127.10部/百人。上述数据足以说明以物联网、大数据等前沿技术为核心的无人零售市场发展前景广泛。在对无人零售行业了解情况调查中，有50.41%的无人零售用户表示听说过，较为了解的用户占比为38.14%，这表明绝大部分用户都对无人零售有一定的认知。在对便利程度影响中，46.85%的用户认为略微提高，18.10%的用户认为显著提高，说明中国无人零售行业对用户生活便利程度带来了较大的正面影响。在无人零售商店未来改进空间看法中，62.76%的无人零售用户希望进行购物流程和支付方式的优化，59.51%的用户希望对店内环境和设施进行改善。这说明尽管无人零售行业具有巨大市场，但在精细服务方面仍然需要优化和改进。艾媒咨询分析师认为，未来中国无人零售行业需在技术稳定性、商品品类丰富度、运营成本控制等方面持续发力。企业应加大研发投入，提升设备稳定性与智能化水平，优化购物流程；同时，精准洞察消费者需求，丰富商品供给，通过精细化运营，进一步释放无人零售的市场潜力，塑造更具竞争力的商业模式。
With the deep integration of cutting-edge technologies such as the Internet of Things, artificial intelligence, and big data into the retail sector, China's unmanned retail industry has been making rapid progress in recent years, gradually moving from conceptual trials to large-scale commercial use, demonstrating strong development vitality. According to the latest "iiMedia Report | Survey data on the development status and user behavior of China's unmanned retail industry in 2025 " released by iiMedia Research, a world-leading third-party data mining and analysis institution for the new economy industry, China's per capita disposable income exceeded 40,000 yuan in 2024, reaching 41,314 yuan. In 2024, the penetration rate of mobile phones among Chinese residents reached 127.10 per 100 people. The above data are sufficient to demonstrate that the unmanned retail market, centered on cutting-edge technologies such as the Internet of Things and big data, has a broad development prospect. In the survey on the understanding of the unmanned retail industry, 50.41% of unmanned retail users said they had heard of it, and the proportion of users who were relatively familiar with it was 38.14%. This indicates that the vast majority of users have a certain understanding of unmanned retail. In terms of the impact on convenience, 46.85% of the users think it has slightly improved, and 18.10% of the users think it has significantly improved, indicating that the unmanned retail industry in China has brought a considerable positive impact on the convenience of users' lives. Among the views on the future improvement space of unmanned retail stores, 62.76% of unmanned retail users hope to optimize the shopping process and payment methods, and 59.51% of users hope to improve the in-store environment and facilities. This indicates that although the unmanned retail industry has a huge market, it still needs optimization and improvement in terms of fine services. Analysts from iiMedia Research believe that in the future, China's unmanned retail industry needs to continue to make efforts in terms of technological stability, the richness of product categories, and the control of operating costs. Enterprises should increase investment in research and development, enhance the stability and intelligence level of equipment, and optimize the shopping process. At the same time, accurately understand consumer demands, enrich product supply, and through refined operation, further unleash the market potential of unmanned retail and shape a more competitive business model.