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Aside from running each picture through a variety of analysis scripts, we tagged, by hand, each picture for various contextual indicators.
If you want worthwhile messages in your inbox, the value of being conversation-worthy, as opposed to merely sexy, cannot be overstated. The pictures do all the work: Dating, both online and off is about playing to your strengths, and it should be no different for men with muscles, even if the classic pose is kinda hard to take: In looking closely at the astonishingly wide variety of ways our users have chosen to represent themselves, we discovered much of the collective wisdom about profile pictures was wrong.
But unlike the Abs Shot, this positive effect actually trends against the effects of age.