From Traffic to Sales—User Conversion Path and E-Commerce Marketing Strategy Optimization for Douyin Rural and Agricultural Content Creators

在电商行业高速发展的背景下，抖音三农博主通过“短视频 + 直播”的模式重构了农产品销售链路，形成“短视频引流、直播间变现”的模式，成为推动乡村振兴的重要力量。然而，在流量红利背后，三农电商的矛盾却日益凸显。部分博主虽凭借优质内容、精准定位等手段获取一定流量。但流量只是入口，只有将流量转化为销量才能实现助农增收与产业升级的双重目标。因此，本文基于AIDA模式深入剖析了抖音三农博主的用户转化路径，涵盖引起注意、兴趣激发、刺激欲望及行动促成四个环节，并探究各环节的关键要素。同时，提出精准定位与内容创作优化、产品与供应链优化、营销渠道拓展与合作创新等策略，旨在提升三农博主的影响力与销量转化率，为三农博主的带货实践提供策略框架，也为数字经济赋能乡村振兴提供了理论参考。Against the backdrop of the rapid development of the e-commerce industry, Douyin Rural and Agricultural Content Creators have restructured the sales chain of agricultural products through the “short video + live streaming” model, forming a pattern of “short video for traffic diversion and live streaming for monetization”, becoming an important force in promoting rural revitalization. However, behind the traffic dividend, the contradictions in rural e-commerce are becoming increasingly prominent. Although some bloggers have gained certain traffic through high-quality content and precise positioning, traffic is only the entry point. Only by converting traffic into sales can the dual goals of increasing farmers’ income and upgrading the industry be achieved. Therefore, based on the AIDA model, this paper deeply analyzes the user conversion path of Douyin Rural and Agricultural Content Creators, covering four stages: attracting attention, stimulating interest, arousing desire, and facilitating action, and explores the key elements of each stage. At the same time, it proposes strategies, such as precise positioning and content creation optimization, product and supply chain optimization, and marketing channel expansion and cooperation innovation, aiming to enhance the influence and sales conversion rate of Douyin Rural and Agricultural Content Creators, provide a strategic framework for their e-commerce practices, and offer theoretical references for the empowerment of rural revitalization by the digital economy.