CPanel is a very important thing to look for. Fantastico is usually hand in hand with CPanel, but look for that too. It makes it so much easier to install applications and more userfriendly interface. Also, try to find an uptime report on the host to make sure they dont go down often, and if they do, try to find out how long. Just a few basic tips!

Hope they help.