Getting ready is more natural. Preparing is used more for 'preparing dinner', 'preparing documents'. Preparing is more formal and I only really hear it being used with things like paperwork. I hope this helps.

Getting ready i guess...

Here is a weird example...I am getting ready now and preparing to go out ja ja