I'm not a huge fan of Godzilla films, but I thought the premise is always that the monster attacks real cities (originally Tokyo, Osaka, etc.)
If you're going to depict a fictional city with buildings that defy the laws of physics, you may as well have it attack Gotham City or Springfield.
See also: http://en.wikipedia.org/wiki/Suspension_of_disbelief