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It doesn’t help that these algorithms are closely guarded trade secrets.

The majority of the surveys, studies, and reports evaluating online dating sites’ efficacy are paid for by the companies themselves, leading to some possibility for biased results.

These sites can serve as a way to practice those skills and build up self-confidence, too.

“[Sites like] Ok Cupid give people a mechanism to combat the anxiety of being single,” said Ana B., 24 of New York City.

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Slater believes that, as the popularity of mobile dating apps increases, sites will learn how to gather more valuable information.

A dating site is not a magic “fix” for your dating problems.

“If you don’t have a personality, it’s going to come across in an email, a phone call, or across a table,” said Larry K., 46, who met his wife on nine years ago.

Of the 13 online daters I talked to for this article, only one believes algorithms can make successful matches. “I don’t believe that an algorithm can match me up, and I don’t want to match me up,” said Jason Feifer.

A senior editor at Fast Company, Feifer met his wife Jennifer Miller, a freelance journalist and author, through Ok Cupid after narrowing his search criteria to two requirements: "Jewish" and "journalist."Feifer and Miller told me they didn’t start using Ok Cupid with the hopes of finding their soulmates.

It only changes the process of discovery," says Mehr in Dan Slater's new book "Love in the Time of Algorithms: What Technology Does to Meeting and Mating." (Slater notes that Mehr was the only dating exec he interviewed who felt this way.)It’s the efficiency of this “process of discovery” that’s appealing to many daters.

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