Raghavan, Salma and Rani were arrested from Koyambedu in separate instances, a police release here said.
The victims were rescued and sheltered in a government home, it said adding the three were remanded to judicial custody.
Police said the action was taken based on information that such persons had forced employment-seeking young women into prostitution by promising them acting opportunities in Tamil cinema and TV serials.