Abstract Contact electrification (CE), a ubiquitous phenomenon enabling mechanical-driven power generation, has emerged as a promising approach for sustainable energy conversion. However, due to the lack of quantitative characterization tools and well-defined correlations with material properties, the dynamic processes and underlying mechanisms of contact-induced mechano-electric conversion (MEC) remain poorly understood.