Despite the hurdles in applying private enforcement in competition policy cases dealing with data-driven markets, we argue that its application can be welfare enhancing under insufficient deterrence from the public authorities. This paper identifies the issues and provides solutions to promote private actions when dealing with privacy and competition law infringements.