The authors thank Wasteless for their partnership in this project; Ben Handel, participants of the Virtual Quant Marketing Seminar; all seminar participants at Harvard Business School, Boston University, Stanford Graduate School of Business, and USC Marshall School of Business for comments; and the Becker Friedman Institute for an Industrial Organization Initiative Award.