Piezocatalysis, as an eco-friendly and sustainable strategy for hydrogen peroxide (H2O2) synthesis, enables efficient harvesting of ambient mechanical energy and utilization of ubiquitous water/oxygen resources. Nevertheless, its practical implementation faces severe challenges due to sluggish charge carrier migration kinetics. To address this limitation, herein a nanosheet-structured BiVO4/Bi2MoO6 heterojunction was innovatively constructed via one-step hydrothermal method. Based on a series of experimental analysis and the density functional theory (DFT) calculations, an intimate type-II heterojunction between BiVO4 and Bi2MoO6 was demonstrated, establishing robust interfacial electric field. Under ultrasound vibration, the optimized BiVO4/Bi2MoO6 heterojunction demonstrated an exceptional H2O2 yield of 916.8 μmol·g-1·h-1 in pure water, which was 8.2 times and 6.9 times higher than pure BiVO4 and Bi2MoO6, respectively, surpassing the majority of reported piezocatalysts. This outperformance was attributed to the coupling between the interfacial electric field and the induced piezoelectric polarization under mechanical stress, which not only endowed the heterojunction with stronger piezoelectric response as verified by the piezoresponse force microscopy (PFM) and piezoelectric nanogenerator (PENG) characterizations, but also facilitated charge carrier separation and transportation as supported by the electrochemical and photoluminescence results. In addition, the piezocatalytic H2O2 generation pathway with BiVO4/Bi2MoO6 heterojunction was also investigated, and a two-step single-electron water oxidation reaction (WOR) dominated channel was proved. The dual-electric-field synergy strategy in this study is hoped to provide insights for the design of high-performance piezocatalysts towards H2O2 production and offer deep understandings to the development of mechanical-to-chemical energy conversion catalytic systems.