The active site is the specific region of a catalyst where the substrate molecules bind and undergo a chemical reaction. It is typically composed of a few crucial amino acids in enzymes, or specific atoms in the case of heterogeneous or homogeneous catalysts. The arrangement and composition of the active site are critical for the catalyst's function and efficiency.