I know this was posted here about a month ago, but just felt like reminding folks who are so inclined that this is available. Just like a taxi, you rent the cab, and keep all the proceeds:

ROADIECAB Rickshaw-Pedicab Operators/Neighborhood Ambassadors (Logan Square & Avondale)

http://chicago.craigslist.org/chc/csr/3703377042.html