Binding energy is the energy released when the substrate binds to the active site of the catalyst. It plays a crucial role in stabilizing the enzyme-substrate complex and lowering the activation energy of the reaction. A higher binding energy generally indicates a more stable complex, which can enhance the catalytic efficiency.