It's a very quick syllogism to go:

"The thing that people think is wrong with incest is blood relation."
"Blood relation isn't wrong (we're not making babies, they're just uptight)."
"Therefore, what we're doing isn't wrong [but you should keep it a secret anyway because people will think you're gross]."

To an eleven year old kid, this is incredibly convincing.