As much as I like to support my LHBS, I am not going to start brewing those crappy pre-packaged kits they advertise on TV (they aren't really a LHBS in the true sense, anyway, they are an Ace hardware store with a homebrew section.)
I do buy my bulk grains there, and sometimes yeast, and occasionally hops. But their yeast selection is pretty limited, and I have a real hard time paying $2.50 an ounce for hops.