“Based on provincial panel data from 2011 to 2023, using bidirectional fixed effects model, mediation effect model, and threshold effect model, this study explores the spatiotemporal distribution characteristics of agricultural industry chain resilience and the impact mechanism of digital inclusive finance on agricultural industry chain resilience. The research found that digital inclusive finance and its three dimensions have a significant positive impact on agricultural industry chain resilience, providing important policy implications for solving the problem of improving agricultural industry chain resilience.”