Gulaab Gang is an all-women action drama that revolves around a fierce leader named Rajjo (Madhuri Dixit), who runs a gang named Gulaab Gang in the village of Madhopur that strives to uplift the condition of women by standing against the issues like dowry system, domestic violence, rape, and education. A corrupt and shrewd politician, Sumitra Bagrecha (Juhi Chawla), has her way of using innocent people. When Sumitra runs for a local election, Rajjo decides to compete against her in election. What happens in a face-off between the two forms the crux of this intriguing drama.