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But the number of men who were not smiling and looking away (especially in early 2010, before Ok Cupid advised it) would be in the hundreds at most.

Even today, less than 15% of photos have no eye contact.

TL; DR: OKCupid’s study on male dating photos fails reproducibility If you’re a guy who uses online dating sites/apps, you’ve probably heard this one: don’t smile in your picture.

Better yet, don’t smile and look away from the camera.

Our data suggests that there is no one-size-fits-all photo strategy for all men.

Rather, it’s important to determine what’s appropriate and natural in context, and to consider what characteristics you individually have to offer a mate.

After all, Ok Cupid’s findings were based on behavior, not just talk, right? Like everyone else, we believed in Ok Cupid’s conclusions. But every time we looked into this, we found the same thing: daters who used Photofeeler for photo testing were getting right-swipes like never before.

But the more data we collected about men’s dating photo attractiveness, the more it became undeniable: Ok Cupid’s advice wasn’t raising men’s photo scores. In fact, users reported 3-5x (200-400%) more matches!

We know for certain that Ok Cupid knowingly made claims based on too little data because they had approximately 7 photos of male “flirty face” with no eye contact and they still drew conclusions about its effectiveness.

So the opinions on our site were translating directly into behavior.

We decided it was time for someone to challenge the Ok Cupid study. To put it frankly, data can be manipulated to show practically any result that the scientist would like it to.

For instance, it’s possible that the men in the top 20% of attractiveness were attractive and smiling, and the men in the bottom 20% of attractiveness were unattractive and not smiling.

This leaves only smiling ugly guys at the bottom of the spectrum and grumpy hot guys at the top, making it look like being grumpy makes you hot.

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