born in cleveland, ohio, riebe signed with the detroit tigers after graduating from euclid shore high school in cleveland. riebe played in the minor leagues in beaumont, texas, alexandria, louisiana, muskegon, michigan, henderson, texas, and winston-salem, north carolina. rieber later recalled: "detroit really moved players around a lot."