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OkCupid Uses Click Data to Match Most Attractive Users

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Dating site OkCupid sent an e-mail to some of its users late last week informing them that they’ve been placed in the top half of users in terms of attractiveness by its algorithms.

As a result of the categorization, the attractive users will be more likely to see one another in match searches, while the users who are in the lower tier will not see a change.

The e-mail (which was sent by the “OkCupid Summer Interns”) specified that the determinations were made through analysis of clicks on users’ photos and reactions in the Quiver and QuickMatch features. Those two tools ask users to quickly respond positively or negatively to photos accompanied by segments of profile text.

When users are presented in searches, QuickMatch or Quiver, their pictures are featured most prominently, but some profile data is included as well — usually just one paragraph. You can’t get a sense of who someone really is from that paragraph, of course, but a user may write someone off because of poor spelling or other factors that are apparent in the clips. So sure, it’s not entirely based on looks, but they’re probably the biggest factor.


Is OkCupid Shallow?


People who don’t believe in “leagues” of attractiveness might find this division a little crass, but others will see it as a win-win move for the dating site and its users.

A dating site needs attractive users to thrive, of course. They’re more likely to remain active on the site if they’re easily able to reach men and women they consider desirable prospects. And since they’re attractive themselves, their continued presence will drive pageviews.

Just think: When an attractive user’s photo shows up in a search of currently active users, it’s more likely to receive clicks than a photo of an unattractive member. OkCupid is primarily ad-supported, and those extra clicks and pageviews generate more revenue.

Unattractive users won’t notice a difference — except, perhaps, fewer messages from attractive ones, but they probably weren’t receiving those messages to begin with.


The Thinking Person’s Dating Site


The Boston Globe called OkCupid “the Google of online dating.” That’s not because it’s the biggest dating site (it’s not), but because it’s arguably the most innovative and cerebral in its approach and features.

OkCupid tracks data very closely, just as Google does in many cases, and it maintains a blog called OkTrends where it applies user data research to come to fascinating and helpful conclusions about how people approach online dating.

Subjects have included how different approaches to profile pictures affect the amount of messages received, why young men should try to date older women and what the best first messages say.

OkCupid also just launched a site called MyBestFace, which is like a very elaborate, almost-scientific Hot or Not-type tool that invites users to tag themselves and then vote on photos. The person who uploaded his or her photos eventually receives a report sharing which photos fared best with which kinds of people so he or she can make an informed decision about which ones to feature more prominently.

Add that to the blogging features, a newsfeed and detailed matching algorithms, and you have an approach to dating that’s unique to the web-driven twenty-first century. Just don’t screw it up with any Facebook dating faux pas after other websites have found you the love of your life, alright?

image courtesy of iStockphoto, CREATISTA



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Tags: dating, okcupid, online dating, romance, sex



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