Abstract: To address the issues of reduced fracture conductivity and diminished gas extraction efficiency caused by coal fines accumulation during coal seam hydraulic fracturing, this study investigates the mechanisms of viscoelastic surfactant (VES) fracturing fluids at the coal solid-liquid interface, targeting the limitations of conventional fluids in wettability adjustment and fines-carrying capacity. Through a self-designed visual coal fines migration system, molecular dynamics simulations, and wettability characterization experiments, this study systematically investigated the dynamic relationships among VES micellar structure, interfacial properties, and coal fines migration. The results demonstrate that VES molecules, adsorbed on the coal surface in specific micellar configurations, can regulate the transport behavior of water molecules and significantly enhance the hydrophilicity of the coal interface. Furthermore, the adsorption of polar VES molecules alters the interfacial Zeta potential, increasing electrostatic repulsion and thereby promoting the dispersion of coal fines particles. This dual mechanism effectively mitigates coal fines clogging and enhances fracturing performance, providing a theoretical foundation for optimizing VES-based fracturing fluids.