In consumer tech, there’s a concept of “magic numbers” that, if satisfied, represents a high likelihood of a converted user. For Facebook, it was users who had “seven friends in ten days” had much higher retention than the segment who didn’t. Twitter had “30 follows”, LinkedIn “50 connections”, Airbnb “four positive reviews,” and Dropbox “seven-day active user”.