On October 22, 2011, Johnson married Julianna Smoot, a fundraiser for Democrats. She was a Deputy Manager of Barack Obama's 2012 presidential reelection campaign, having previously served as White House Social Secretary, Deputy Assistant to the President, and Chief of Staff to United States Trade Representative Ron Kirk. His wife's employment in the Obama reelection effort was a campaign issue.
