Removed rust with ease from some corroded MGF calipers, I did leave it in there a week.
Unfortunately the bottle had leaked in transit but it's really not the end of the world.
Evapo-Rust and the like of this are PH Neutral, but I'd probably avoid rubbing it in your eyes.