The key measure to realize the strategic goal of Rural Revitalization is to integrate the agricultural industry and establish the interest linking mechanism between farmers and modern agriculture. This paper analyzes the main problems existing in Shaanxi agricultural industry and discusses the necessity of agricultural industry integration. This paper puts forward the idea of agricultural industry integration, including the integration mode, mechanism and spatial layout, and proposes to improve the mechanism of agricultural cooperatives, build regional public brands, formulate rural tourism planning, integrate network sales, and improve big data platform.