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You can do almost anything online these days: Check a bank balance, buy shoes, choose a mattress, order a cab.

So when Roberta Caploe was ready to start dating again after a divorce, she didn’t ask her friends to fix her up or feel the need to frequent bars or health clubs.

“Our real-life and online identities are more and more interwoven.” Because of this cultural shift, online dating sites now have unprecedented reach into our lives. Reams have been written about online dating, but as far as we know, no one has put the sites to the test.

They are gatekeepers to a massive population of potential partners; they control who we meet and how. So Consumer Reports decided to survey almost 115,000 subscribers about online dating and their experiences with it.

You can find the right person more effectively by choosing the right site, which means determining the demographics it caters to and figuring out whether a large or niche site will best serve your needs.

Our survey found that Ok Cupid and Tinder, both free, were more popular among millennials than Generation Xers and baby boomers, who were both more likely to use a paid subscription-based dating website or app.

According to a 2015 study by the Pew Research Center, 15 percent of American adults have used online dating sites (web-based platforms like Match.com) and/or dating apps (location-based smartphone apps like Tinder).

Participation by those 18 to 24 has almost tripled since 2013, and boomer enrollment has doubled.

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.

“Sometimes whatever chemistry we had just fizzles out.”Perhaps being in the market for a mate can’t be compared with using other services. D., a professor at the Harvard Business School who studies consumer behavior, thinks so.

A whopping 44 percent of respondents who tried online dating said the experience led to a serious long-term relationship or marriage.

That kind of connection rate would shatter Hall of Fame records, at least in baseball.

“It was—unbelievably—not a crazy experience.” Online dating has certainly lost its lonely-hearts stigma.