Goby app locates events that are harder for out-of-towners to find like local theater, food fairs, comedy clubs, art exhibits, etc. Yelp helps me find dining options near my hotel. I also check out the Travel Channel website. I've gone to several places featured in Man vs. Food (but never took any of the challenges) I might be hungry but not crazy
