I've never had my shoes searched or heard of anyone having their shoes searched, and I've been searched a fair number of times. I guess it is the same as putting it in your underwear... they just don't go there.

They would, however, make you take your shoes off if they had a drug dog at the stop and he kept indicating towards your feet.