The actress's father Ravi Batra has been a colonel in the Indian Army. Her mother is 1971 Miss India contestant Neelam Batra. She has two brothers. Pooja Batra is a martyred Second Lieutenant Arun Khetarpal's relative, awarded India's highest military honor Param Vir Chakra.