This is for Both genders. Most people I asked verbally chose the person with good looks
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Neither. Sounds like I've given myself some pretty shitty choices of people to hang out with if I either have to settle for someone I'm only "meh" about, or be with someone who will treat me wrong and me put up with it just because they're attractive.
People that choose the pretty person out of desperation need to do some serious soul searching and realize that there are way too many people out there to stick around an attractive but douchey person. Nobody is pretty enough to get a "be an asshole for free" card.1