Moab serves both as the name of the city and a description of the lodging in town. We tried a B&B or two, wound up at the nondescript Best Western.
But I'd strongly echo KLR's recommendation of the Center Cafe -- an unexpectedly great find.
(If you're looking for a silver lining, you're way better off being outside somewhere than lolling around a comfortable room. And don't miss Dead Horse Canyon State Park -- it's spectacular.)