He won the Hindupur seat in the Indian general election, 2019 as a YSR Congress Party candidate.
To counter this Madhav warned J. C. Diwakar Reddy for his harsh comments on police department.
At that time he was the circle inspector for Kadiri urban[4][5] With this Gorantla Madhav becomes famous in Anantapur and also in the state.
Surprisingly On March 16 2019, Y. S. Jaganmohan Reddy announced him as YSR Congress Party candidate[7] for Hindupur.
And on results day, he won as MP[10] of Hindupur, with majority of 140748, by defeating Kristappa Nimmala of Telugu Desam Party.