Just from a surface cleaning point of view, it looks like the staining is below the surface. How far I don't know, but I'd bet the stain is gonna be there no matter what cleaner you use.
What caused it?
Beer, Tea, Water....condensation from a glass...dripped into the unit.
I doubt it came from a...