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Many dating sites rely on matchmaking algorithms the same way that Netflix uses them to recommend movies.

So if you live in the Denver area, you’re a single heterosexual man in his 50s who loves to travel, and you don’t believe in astrology, your matches may reflect women who have similar interests.

Our survey included many people who at some point had used a dating website or an app, as well as a subset of 9,600 respondents who used them in the past two years.

The more recently active group rated specific sites. On the one hand, the numbers indicate that these sites are helping people find mates.

There’s a whole range of difficult human emotions to contend with: insecurity, disappointment, rejection, maybe heartache. “Sometimes there is nothing that clicks whatsoever,” says Julien Nguyen, a 30-year-old software designer from Austin, Texas, who has used Bumble and Tinder.

In other words, there’s no incentive for them to make the experience speedy.

“Those are among the most popular dating sites in the world, and when you’re fishing, it just makes sense to drop your line in the most crowded ponds.” That’s generally true unless you have a particular guiding factor, such as religion, race, or politics, in which case you can go to a niche site like JDate or Black People Meet.

Kate, the government analyst, has started using Tastebuds, a site based on music preferences.

Collectively, we spend huge sums of money on matchmaking, not to mention all the time and substantial emotional investment. Given that we usually rate products (like refrigerators) and services (like banking), this is new and fairly unusual territory for us.

But as we explored the possibility of taking on this investigation, we discovered that 20 percent of our subscribers are either divorced or have never married, and might benefit from what we found.

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