I figured it out! I have also noticed that I have access to all the options when on a PC, as opposed to all the other options.
So, go to the "edit" portion and click on the rearrange button, it'll load, then you drag the items on your first page around to where you want them. I checked it afterwards a couple times to ensure it worked. Good luck!