One of the guys in Milwaukee looked into it years ago, the pushcart license is pretty easy to get, so is the bike, but once you make it motorized you have to apply for the full blown food truck license.
The whole thing is a govt shakedown pretty much. He ran an illegal hot dog cart for a few years and had some good days but in the long run decided it was too much hassle for the $$