Caught Flat-Footed

Charles Earle Funk explains in his book A Hog on Ice & Other Curious Expressions that this expression probably came from the game of football. It means to be unprepared and indecisive; such as would be the case with a football player who has not expected to receive the ball and is tackled before he moves.