I just played with that app for 45 minutes. I'd highly recommend putting in pictures of old, bearded men. My favorite is effusive Karl Marx.
what's hilarious is this looks exactly like the type of girl I'd date. But I guess people like other people with similar features so that makes sense.
Don't think I've ever seen a dog look more like a little human wearing a dog costume than in that second photo