You still need to decide what's important though. A pretty page doesn't always perform better, and can appearance changes after the fact negate any A|B testing

You still need to decide what's important though. A pretty page doesn't always perform better, and can appearance changes after the fact negate any A|B testing you just did. You can't dissociate A|B test from appearance.