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Suddenly I had to stop doing new features and trying to acquire new users,” in order to keep up with squashing scammers.

There was no dedicated screening service at that time, Winchester says. Well, he did along with an acquaintance, Nick Tsinonis, who already had expertise using machine learning to help match dating site users based not on their expressed preference, but on behavior.

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.

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

Quantity of text isn’t a great indicator, says Winchester, in part because of the growing popularity of bots.“But the operator of the bot is collecting payments for generating downloads, without ever having to interact with the user themselves.”If someone’s going to fall for a fake profile, that’s about as innocuous a result as one can hope for.The bigger danger comes from human interaction, where, as in those familiar scam email exchanges, the person behind the profile doesn’t want your heart; they just want your money. While the UK’s favored scammer line sounds ridiculous, the top spot in the US goes to “i am very easy going and laid back.” Okay, so it’s no Pablo Neruda.The pick-up line "I am not interested in games or drama" cracks the top 20, which sounds legitimate enough, but so does "having past events shape your life is one thing carrying the past as a burden that sits heavily upon your shoulders is not the way i view life."There are millions of scam online dating accounts created each month, says Scamalytics co-founder Dan Winchester.His company, which he founded in 2011, detects up to 250,000 per month, and was born out of a healthy combination of necessity and self-interest. The increase in online dating scammers, he says, has grown in step with the popularity of the sites and apps themselves.“As with all dating services, there came a point that it hit the radar of the scammers, and it suddenly became overrun.

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