Before revision:  Our approach to detect key individuals has promise for applications in other research areas including science of science, technological forecasting, and behavioral finance .
After revision:  Our findings show that companies URLanizations with access to large-scale purchasing data can detect the discoverers and leverage their behavior to anticipate market trends, without the need for social network data .