OkCupid

OkCupid (often abbreviated as OKC, but officially OkC) is a U.S.-based, internationally operating online dating, friendship, and formerly also a social networking website and application. It features multiple-choice questions to match members. Registration is free. OKCupid is owned by Match Group, which also owns Tinder, Hinge, Plenty of Fish, and many other popular dating apps and sites.
While the site and app once supported multiple modes of communication, this has been restricted to messaging. OkCupid was listed in "Time" magazine's 2007 Top 10 dating websites. The website was acquired by IAC's Match.com division in 2011.
History.
OkCupid was originally owned by Humor Rainbow, Inc. OkCupid's founders (Chris Coyne, Christian Rudder, Sam Yagan, and Max Krohn) were students at Harvard University when they gained recognition for their creation of TheSpark and, later, SparkNotes. Among other things, TheSpark.com featured a number of humorous self-quizzes and personality tests, including the four-variable Myers-Briggs style Match Test. SparkMatch debuted as a beta experiment of allowing registered users who had taken the Match Test to search for and contact each other based on their Match Test types. The popularity of SparkMatch took off and it was launched as its own site, later renamed OkCupid. In 2001, they sold SparkNotes to Barnes & Noble, and began work on OkCupid.
In 2007, OkCupid launched Crazy Blind Date.
In 2008, OkCupid spun off its test-design portion under the name Hello Quizzy (HQ), while keeping it inextricably linked to OkCupid and reserving existent OkCupid users' names on HQ. However, the original Dating Persona Test has since been removed.
Since August 2009, an "A-list" account option is available to users of OkCupid and provides additional services for monthly fees.
In February 2011, OkCupid was acquired by IAC/InterActiveCorp, operators of Match.com, for US$50 million. Editorial posts from 2010 by an OkCupid founder in which Match.com and pay-dating were criticized for exploiting users and being "fundamentally broken" were removed from the OkCupid blog at the time of the acquisition. In a press response, OkCupid's CEO explained that the removal was voluntary.
In November 2012, OkCupid launched the social discovery service Tallygram, but retired the service in April 2013.
On March 31, 2014 any user accessing OkCupid from Firefox was presented with a message asking users to boycott the internet browser due to Mozilla Corporation's new CEO Brendan Eich's support of Proposition 8. Users were asked instead to consider other browsers. On April 2, 2014, the dating site revoked the Firefox ban.
The website added a bevy of nontraditional profile options for users to express their gender identity and sexuality in late 2014. These options—which included asexual, genderfluid, pansexual, sapiosexual, and transgender categories—were added to make the website more inclusive. Through this addition, OkCupid popularized the concept of "sapiosexuality", meaning romance or sexual attraction based on intellectual, rather than physical, traits. OkCupid removed the Sapiosexual identity on February 11, 2019, following considerable negative feedback, specifically quoting an article on Vice Magazine.
Rudder updated the "OkTrends" blog, which consists of "original research and insights from OkCupid," for the first time in three years in July 2014. Entitled "We Experiment On Human Beings!," the post discusses three experiments run by the website without the knowledge of users. Rudder defends the involuntary experiment, claiming the practice is widespread: "... if you use the Internet, you're the subject of hundreds of experiments at any given time, on every site. That's how websites work."
Reviews.
Despite being a platform designed to be less centered on physical appearance, OkCupid co-founder Christian Rudder stated in 2009 that the male OkCupid users who were rated most physically attractive by female OkCupid 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 PageRank algorithm). Coupled with data released by the dating app Tinder showing that only 26 million of the 1.6 billion swipes that the app records per day actually result in matches (despite users spending on average about an hour and a half per day on the app), an article published in the December 2018 issue of "The Atlantic" concluded "Unless you are exceptionally good-looking, the thing online dating may be best at is sucking up large amounts of time."
Controversies.
2014 experimenting on users.
In 2014, OkCupid revealed in a blog post that experiments were routinely conducted on OkCupid users. The site revealed that one experiment included removing users' profile pictures on January 15, 2013 ("Love is Blind Day") and analyzed user responses to messages, conversations, and contact details. When the photos were restored, users who had started "blind" conversations gradually began tapering off their conversations, leading OkCupid's CEO Christian Rudder to remark "it was like we'd turned on the bright lights at the bar at midnight". In a separate A/B test, OkCupid used a placebo number instead of users' true match percentage. The results suggested that doing this caused users, who were "bad matches" under the original algorithm, to actually like each other: "When we tell people they are a good match, they act as if they are."
The revelation that OkCupid conducted these experiments on users led to criticism. Rudder attempted to defend the company, in part by suggesting that it would be unethical "not" to experiment on users:
I think part of what's confusing people about this experiment is the result ... this is the only way to find this stuff out [what actually works for a dating site], if you guys have an alternative to the scientific method I'm all ears.
2016 data scraping and release.
In May 2016, a team of Danish researchers have made publicly available the "OkCupid dataset" project, containing (as of May 2016) 2,620 variables describing 68,371 users on OkCupid for research purposes (e.g., for psychologists investigating the social psychology of dating). The data release spurred criticism, and an investigation by the Danish Data Protection Authority.
2017 switch to using real names from pseudonyms and subsequent backpedal.
In December 2017, OkCupid rolled out a change that would require users to provide their real first name, in place of a pseudonym as was previously encouraged. Although the company quickly backpedaled, saying that nicknames or initials would be acceptable. The announcement was received by widespread criticism and condemnation for potentially raising the risk of harassment of individuals, especially women, and minorities to doxing. It was pointed out that, unlike other dating sites that encourage the use of first names, OkCupid "encourages long profiles full of intimate details, including candid answers to questions about sex and politics", making connecting that information with a real name more problematic to users.
Profile censorship.
In 2017 OkCupid reported on Twitter that they had removed Christopher Cantwell's user profile for being a white supremacist after a woman reported receiving a message from him. This raised questions from some users who wondered about the ease with which the company could eliminate users from its platform.
User photos for data mining.
Clarifai, an A.I. start-up, built a face database with images from OkCupid, due to common founders in both companies.
2019 alleged credential stuffing incident.
A February 2019 report alleged that many users reported lost access to their accounts in a manner consistent with either a data breach or a widespread "credential stuffing" incident. "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. OkCupid denied any data breach or system errors.
Overview.
OkCupid claimed 3.5 million active users as of September 2010. According to Compete.com, the website attracted 1.3 million unique visitors in February 2011.
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. 
Any adult may join the site and all users may communicate with others via private messages or an instant messaging "chat" function. OkCupid was the first major dating site to offer unlimited messaging free of charge, although this was limited in late 2017 when OkCupid'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. A-List (paying) members see no advertising and have more filtering options and preferential placement in an "A-List Matches" section of search results. A-list members can also browse openly while choosing whether or not their profile is displayed to those they visited. 
In early May 2020, OKCupid removed the match search function for some users, including all those in Australia and including A-list subscribers. Following complaints, it has had to reimburse Australian users but, regardless of past complaints, implemented the removal for all users in July 2020.
OkTrends, the official blog of OkCupid, presents statistical observations from OkCupid user interactions, to explore data from the online dating world.
Amid the coronavirus pandemic, OkCupid reported a 23.4% decrease in monthly active users in the final quarter of 2020.
Matching.
To generate matches, OkCupid applies data generated by users' activities on the site, as well as their answers to questions. When answering a question, a user indicates their own answer, the answers they would accept from partners, and the level of importance they place on the question. The results of these questions can be made public. OkCupid describes in detail the algorithm used to calculate match percentages. Assuming a user is a paid user ("A-List"), the site notifies a user if someone likes that user.