Poisoners typically affect catalytic activity by blocking the active sites on the catalyst's surface, thereby preventing the reactants from interacting with these sites. This results in a lower rate of the catalytic reaction. In some cases, poisoners can also cause structural changes to the catalyst, further reducing its effectiveness.