I used to work at a pizza place. We'd do that when we ran out of stock. We routinely bought things like onions, peppers, sauce, seasonings even pizza cheese, from Stop and Shop. :)
Its all actually the same anyways... Starts at a farm, goes to a huge distributor and is repackaged...