"At any party, there are at least two people with the same number of friends there".
This typically won't be obvious to someone who isn't a mathematician. However, it's quite easy for many people to see this by picturing everyone at the party wearing a t-shirt displaying how many of their friends are present. The number of possible t-shirts is one less than the number of attendees, so there must be a double somewhere.

