1月30日，在"智联地产·深度实战"房地产AI应用工作坊暨新春体验日上，深度智联首次集中展示了其 GEO泛地产认知优化在 13个首批试点楼盘 中的实战成效，并获得一线房企操盘手与营销负责人的 一致认可。 截至目前， "极客问道"已在上海、北京、广州、成都等全国9个核心城市实现落地；预计春节前将扩 展至22个城市，预计为上千个楼盘提供认知优化服务 ，展现出强劲的市场渗透力与行业接受度。 此 举标志着深度智联泛地产行业GEO认知优化解决方案，正式从试点验证迈向全国规模化落地。 从"流量游戏"到"认知共建"： 重新定义泛地产GEO 在传统营销思维中，不少 GEO实践仍停留在"可见性"层面——通过高频发稿、堆砌关键词、制造提 及量等方式，试图让项目名称出现在AI的回答中。这类做法虽短期见效，却极易导致信息失真、价 值模糊、转化断层，本质上仍是将GEO视为一场"流量游戏"。 ■ "AI不是搜索引擎，大模型正在变得越来越聪明。"深度智联GEO泛地产认知优化主理人方欢指出， 冲量刷榜式的操作很快会被AI识别并纠偏。真正的GEO，必须从"内容供给"转向"认知共建"。 "极客问道"不试图操控AI，而是成为AI愿意引用的权威事实 ...

Core Insights - The article discusses the transformation of Lin Muxiong from a real estate executive to the CEO of a robotics company, emphasizing the integration of AI and robotics into the real estate sector [3][6][13] - It highlights the challenges faced by the real estate industry and the need for innovation and adaptation to new technologies [5][12] Group 1: Company Background - Lin Muxiong has over 30 years of experience in the real estate industry, having successfully expanded operations in Southern China [4][12] - The company, 壹智控机器人, focuses on providing AI-driven solutions for property management, including cleaning, delivery, and inspection robots [16][18] Group 2: Market Context - The real estate market in China has experienced a significant shift, moving from a growth phase to a more challenging environment due to demographic changes and economic adjustments [5][6] - The demand for innovative solutions in property management is increasing as traditional methods become less effective [10][12] Group 3: Business Model - The company operates on a B2B model, providing robotic solutions to property management companies, government institutions, and corporate clients [17][18] - Revenue streams include sales of robots (50%), rentals (30%), and operational services (20%), such as maintenance and consulting [18] Group 4: Vision and Goals - The vision of 壹智控机器人 is to become a leading provider of smart city infrastructure by integrating AI and robotics into property management [10][18] - The company aims to cover over 500 communities/projects in the Greater Bay Area within three years, focusing on cost reduction and efficiency improvement [10][18]