It's near Gotham City, where else?
OK, they're both coastal cities in the vast majority of sources, and in terms of story telling they're both different aspects of New York; Metropolis is the World's Fair New York, the City of Tomorrow, while Gotham is the Film Noir version. It makes sense to have them on the East coast and near to each other.
