One thing we tried was looking through the packs to see what domino is in there. The white square at the back is good and the front does have some semi translucent parts where you can make out the name or the number of the character. As we didn't open the packs we were able to trade them back to store for another lot of random packs. Managed to complete a set for the Autobub that way.