Online beauty became a $1.2 billion industry in 2016, and cosmetics companies such as Estee Lauder have been expanding their e-commerce efforts while Amazon gains market share. Digital beauty sales rose 14% year over year in 2016: one in every five beauty purchases online was made through Amazon Marketplace, according to new research released this week from data analytics firm 1010data.