Louis Griffin in particular is pretty bad, but the female characters are very one dimensional, and often portrayed as being very shallow and annoying, whereas the male characters are much more fleshed out and three dimensional.

I'd bet money Seth Mcfarlane doesn't have a good relationship with his mother.