The catalytic activity of an alloy can be influenced by several factors, including the electronic structure, geometric arrangement, and surface composition of the alloy. The electronic interactions between different metals can modify the d-band center of the catalyst, thereby affecting the adsorption and desorption energies of reactants and products. Additionally, the geometric arrangement of atoms in an alloy can create new active sites that are not present in the individual metals.