Olsen has been an atheist since the age of 13 because she believed that "religion should be about community and having a place to go in prayer, not something that should determine women's freedoms." She is an ambassador for the company Bobbi Brown Cosmetics. She and actor Boyd Holbrook were in a relationship from 2011 to 2014.