You will recieve an email as well as a WGT message saying that 'xyz person' has sent you a gift and you will need to go and equip it.
Unfortunately though, when sending a gift to a player there is a facility to send a message along with the gift. The recipient DOES NOT get this message. Just the notification of the gift.