The scam has a similar phone version, with a signature "Hey , it's me" first contact to get the victim to fill in the details on who's calling. A good enough scammer can explain away a lot of the red flags (why it's coming from an unknown number etc.)

And of course it doesn't require a 100% success rate, they'll call number until hitting a jackpot.