Earlier today I attempted to use an android app I wasn't familiar with. I uninstalled it after the 57th time I had to ask myself, "what in the everliving donkey fuck is that icon supposed to be"?
That's what I get for installing an app that describes itself as "beautiful".
On Android you can long-press a confusing icon-only button to get a Toast with a textual description.