They typically don’t, though some have reportedly started to sample application for verification, given recent scandals.
Claiming a significant accomplishment without supporting evidence in other ECs or recommendations is probably a trigger for verification.
E.g., you claim to have qualified for AMO but have average math grades/scores and no mention in your math teacher’s recommendation. Someone will probably be curious and check with MAA.