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"Credential stuffing" describes using passwords stolen from one service (like another dating site) to attack another service, on the assumption that many people will reuse passwords across websites. The site used to have a highly active journal/blogging community as well.

Journals are not available to new members and the feature is now "retired." Members have the option of saving favorite user profiles, which display the favorited person's responses to questions and profile updates on the member's front page.

Ok Cupid co-founder Christian Rudder stated in 2009 that the male Ok Cupid users who were rated most physically attractive by female Ok Cupid users received 11 times as many messages as the lowest-rated male users did, the medium-rated male users received about four times as many messages, and the one-third of female users who were rated most physically attractive by the male users received about two-thirds of all messages sent by male users.

Additionally, a study published in the August 2018 edition of Science Advances by researchers at the University of Michigan and the Santa Fe Institute found that users of an unnamed, popular, and free online dating service in New York City, Boston, Chicago, and Seattle typically pursued potential partners ranked on average 25 percent more desirable than they were (as measured by the Page Rank algorithm).

Ok Cupid was the first major dating site to offer unlimited messaging free of charge, although this was limited in late 2017 when Ok Cupid's official blog announced the site is "getting rid of open-messaging" and making sent messages invisible to the recipient until they in turn interact with the sender.Ok Trends, the official blog of Ok Cupid, presents statistical observations from Ok Cupid user interactions, to explore data from the online dating world.To generate matches, Ok Cupid applies data generated by users' activities on the site, as well as their answers to questions.These options—which included asexual, genderfluid, pansexual, sapiosexual, and transgender categories—were added to make the website more inclusive.Rudder updated the "Ok Trends" blog, which consists of "original research and insights from Ok Cupid," for the first time in three years in July 2014. ," the post discusses three experiments run by the website without the knowledge of users.

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