I wanted this:
Instead of this:
Or to put it another way, I wanted to remove the glossy effect from my icon.
To do just that I actually had to do it via Unity Iphone! I just ticked of UIPrerendered Icon under Player Settings and build. The Xcode then updated and voila I got an icon without the gloss.
