Govorukhin was a member of the State Duma from 1993 until his death in 2018 serving as a conservative member of the Democratic Party of Russia. He ran for President of Russia as an Independent in the 2000 presidential election, but lost to Vladimir Putin. In the 2000s, he worked for the Putin administration and election campaigns. He was a supporter of Putin.