For the fourth time, White Ops and the ANA have partnered to measure bot fraud in the digital advertising ecosystem. Previous studies measured bot fraud in the digital advertising ecosystem in August/September 2014, August/September 2015, and November/December 2016. This one studies November/December 2019.