Cheaters are overtaking online panel data collection in staggering numbers. Both B2C and B2B audiences are impacted, some quite severely. In addition to the tools and techniques panel companies are bringing to fight this common enemy, researchers are having to up our game as well. In this presentation, we quantify the cheating problem and its trend over time. We then discuss best practices to identify cheaters and achieve the cleanest data set possible.