What is Goat Face?
1.
Not that my face is a goat's face, or my head is a goat's head. My face is an entire goat.
Marzipan, look. This is goat face. I have a goat for a face.
See
2.
A goat face is somebody who is visually offensive
"Shut up goat face!"