Interesting question.
I must admit I never considered alleys as a possible place to detect, and I grew up in Phoenix and we always had alleys. Off the top of my head I would say you would likely just find junk, but who knows. As kids, we played in the alley often and where kids played you just might find stuff they lost.
Give it a shot.