If this was the only thing you use it for and/or you keep excellant usage records between personal/business then I could see this to be a valid business deduction in your situation. As already stated, if audited could you prevail in your position ? How much do you need to move other than yourself ? Would a motorized scooter/bike be just as suited ?
