Being a native Michigander, I was totally amazed that this was not known world wide!
The basic olive burger is simply thinly sliced or chopped green olives (with pimento) mixed with mayo to your liking. (My wife prefers Miracle Whip)
Cheese is great, as on all burgers, but please, please...