The default app drawer on the Galaxy SIII is in some weird layout I can’t fathom. Fortunately, it can be changed. In the app drawer, press the menu button and go to view type.
You will see, it is set as Customizable grid. I have no idea what that means.
Simply change it to Alphabetical grid:
And wa-la, the app drawer is now organized alphabetically!