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That’s not to say they’re the most effective; many, in fact, perform grammatical acrobatics that barely qualify as English.

It turns out that all those people parsing dating profiles for grammar above all else are protecting themselves not just from bad dates, but from bad actors.

An exotic stranger needs help, and you’re the only one able to provide it.

But regardless, there were stark differences between popular apps like Tinder, Ok Cupid, Bumble, and Hinge.

We have previously reviewed the major dating apps from both a woman's and man's perspective, but we were surprised which apps did the best in an analysis of user reviews.

The result, Scamalytics, is a company that’s able not only to identify a number of key profile traits—in the “low hundreds,” says Winchester—but to measure how they play against one another for a more complete picture of who’s real and who’s swindling.“Features that in isolation may not give you too much information, in combination become much more powerful,” says Winchester.

“We then take the learnings from that academic exercise, and try to scale them up into a production environment that works at enormous speed.”Some of those indicators are proprietary, but a few are fairly obvious.

Applause found that, in general, the most popular US dating apps trailed other apps in quality by 23 points (out of 100).

That's a big difference, and perhaps indicates that people take out their dating woes on the apps they use.

The same rule of thumb with email scams applies to online love, though; if it seems too good to be true, it probably is.

We know online dating can be frustrating, so we built our site with one goal in mind: Make online dating free, easy, and fun for everyone.

If one bot network pushes out the same garbled phrase to millions of profiles, it can quickly skew the pick-up line popularity contest.

These bots aren’t necessarily looking for love, or even for a direct cash transfer; they’re often simply trying to convince their marks to install something, like an app, in a case of direct marketing gone gross.“In some ways the target isn’t really the victim of anything other than having their time wasted, and installing a game that they don’t necessarily want,” says Winchester of these bot-based shakedowns.

Geographical mismatches are also bad signs, such as someone claiming to be in Brooklyn when their IP address points to the other side of the planet.

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