Look on the nameplate of the existing motor. It will tell you the HP, RPM and voltage. If you are lucky it may tell you the frame. Each frame has standardized motor mounting specifications.
Take a look at this thread for more information, including how to attempt to troubleshoot.
http://www.woodworkingtalk.com/f12/repair-your-bandsaw-other-motor-crash-course-46405/
Once you know the information for the motor, then try looking for similar motor at Tractor Supply, Grizzly Industrial, etc.
Edit. Another thread with more technical information about motors.
http://www.woodworkingtalk.com/f12/psa-information-ac-motors-48497/
Take a look at this thread for more information, including how to attempt to troubleshoot.
http://www.woodworkingtalk.com/f12/repair-your-bandsaw-other-motor-crash-course-46405/
Once you know the information for the motor, then try looking for similar motor at Tractor Supply, Grizzly Industrial, etc.
Edit. Another thread with more technical information about motors.
http://www.woodworkingtalk.com/f12/psa-information-ac-motors-48497/