Baqi (AgTech)

Baqi raised $38M from GGV Capital and Source Code Capital during China's AgTech boom, but their demand validation relied almost entirely on stated interest rather than revealed preference. ​​‌‌‌‌‌‌‌​‌‌​​‌​​​​​​‌‌​‌‌‌​​​‌‌Farmers expressed enthusiasm for direct buyer connections in interviews, yet actual transaction volumes remained anemic. The startup measured engagement through platform registrations—reaching 500,000 users—but conversion to paying transactions hovered below 3%. Early traction appeared strong: partnerships with major agricultural provinces and government endorsements created perception of demand. However, these signals masked fundamental problems. Farmers continued using traditional intermediaries because Baqi's logistics costs exceeded savings from price transparency. The company never validated whether users would actually pay for the service or change entrenched behaviors. Warning signs emerged in their metrics: high churn rates, declining repeat transactions, and growing inventory sitting in warehouses. By 2019, unit economics proved unsustainable. Baqi had confused institutional validation and user acquisition with genuine market demand, ultimately collapsing when investors recognized the gap between registered users and profitable transactions.