Metal–support interfaces play a crucial role in dictating the catalytic behavior of heterogeneous systems. Here, the authors reveal a unique looping metal–support interaction in NiFe–Fe₃O₄ catalysts, where spatially separated yet coupled redox cycles boost hydrogen oxidation, providing new insights for the design of efficient heterogeneous catalysts.