According to Vishwa Prasad, The Raja Saab is set in a fantasy world, distinguishing it from Bhool Bhulaiyaa. The story revolves around a greedy man fixated on his ancestral home, whose obsession traps him, combining horror, suspense, and fantasy elements in an original setting.