Welcome to the forum. If you just bought the truck it is possible that the seller cleaned up any evidence of a bad gasket or other signs of leakage just to sell it. I have had many F-150s and have never seen this issue in any of them. Still, that doesn't mean your truck wasn't made on a Friday! 
Mac
Mac