This article is from the R.E.M. FAQ, by Ron Henry (firstname.lastname@example.org) with numerous contributions by others.
The band borrowed this slogan from a sign in Weaver D's Delicious Fine
Foods, a popular home-cooking restaurant in Athens, Ga., which,
incidentally, sells T-shirts, hats, and other such merchandise featuring
the slogan (address 1016 E. Broad St., Athens GA, 30601).
The phrase means that people at the restaurant "automatically" get what
they want (as in: "Do I get fried potatoes with my chicken?";