In 2016, when U.S. Senator David Vitter opted not to seek reelection, Kennedy once again ran for Senate. He finished in first place in the November nonpartisan blanket primary and defeated Democrat Foster Campbell 61–39% in the December runoff. He was sworn in on January 3, 2017. Kennedy was one of eight Republican senators to object to the certification of the 2020 presidential election.