7. Pinterest

Pinterest, a search and discovery app and virtual "pinboard," was founded in March 2010.

Today, the app has over 300 million monthly active users and has moved on from basic searching and pinning: Pinterest is experimenting with shopping, machine learning and vision, and camera search both in the app and around the web.

Pinterest went public in 2019 and is currently a $10 billion company.