The distribution of active sites depends on several factors, including the catalyst material, preparation method, and operating conditions. In heterogeneous catalysts, active sites can be distributed on the surface or within the porous structure of the material. In homogeneous catalysts, active sites are usually uniformly distributed in the solution.