Yeah, it's certainly not everywhere. My brother has a house near a midsize (by Maine standards) city and I could not get an Uber or Lyft when my car broke down last summer and others told me that was normal. (Not that cabs are great either.)

And they're pretty thin around where I live 50 miles outside of Boston.