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D., a biological anthropologist and the site's chief scientific advisor.Based on your answers, gives you a personality title—for example, Director, Negotiator, Builder, Explorer—and from there, you're matched with others who should be good matches, based on scientific research.
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.
Fake photos are usually a giveaway; when in doubt, do a reverse Google image search.
If it turns out to be a model, or really anyone other than who the profile says it is, that's a scammer.
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.The most popular con-man profile text in the UK, for example is “so please i want you to get back to me here with your email address so that i can send you my pictures so get back to me thanks.” Hard to imagine swiping right on that.Quantity of text isn’t a great indicator, says Winchester, in part because of the growing popularity of bots.But if you're still new to the game, be forewarned that not all sites are created equal—some are free, some are for religious purposes, and some are downright sleazy.That's why we signed up for 8 of the most talked-about dating websites in the market and did the heavy lifting, soul searching, and message fielding—so you don't have to.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.Scamalytics also keeps track of the most popular pick-up lines used by online dating scammers.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.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.