As an avid cyclist, I'd say that it would not be permemant. I haven't used that type of handlebar tape, but I've used some other high end stuff and it gradually peels over time. The adhesive is simply not that strong at all. It would make a comfortable grip, but it is in it's nature to wear somewhat quickly, and I'd assume the wind at speed on a motorcycle would contribute greatly there. I'd imagine you'd get enough tape in one road bike serving to do it 2 or 3 times over though.