Over the past 10 years of running Quantic Foundry, we've noticed that clients tend to perceive survey panel samples as a sort of "cure all" and become less inquisitive with this part of the methodology. In this blog post, we describe some of the systemic issues plaguing survey panels, especially gen pop survey panels, and new challenges as AI seeps into user/market research data sets.