The authors thank for their helpful comments Sridhar Narayanan, Navdeep Sahni, Wes Hartmann, Yewon Kim, Andrey Simonov, Günter Hitsch, Pradeep Chintagunta, Adelle Yang, Yuting Zhu, Xiuping Li, Min Kim, Swee Hoon Ang, Yan Zhang, Juin Kuan Chong, Martina Pocchiari, Ralph Olivia, Pranav Jindal, Abhinav Uppal, Kissan Joseph, Murali Mantrala, San Jay Nair, Jesssic Li, Prasad Naik, participants at workshops at Stanford University, National University of Singapore, University of Kansas, the Workshop in Management Science in Chile, the 2023 Marketing Science Conference plus the CEO, EVP, and the VPs of the company that supported this study.