According to Census 2011 information Gagnaie Rao village is located in Mehdawal Tehsil of Sant Kabir Nagar district in Uttar Pradesh, India,
The total geographical area of village is 28.61 hectares. Gagnaie Rao has a total population of 2175 peoples.