Americans have also been scared away from eating a lot of fish over fears of mercury and PCB contamination.
America is also a big place. Fresh fish spoils quickly. So no, you won't see a lot of selection at a midwestern supermarket. If you're near a coast, the selection and number of specialty seafood shops is a lot better.