After fitting a topic model to 79,597 COVID-19-related paragraphs in 11,183 conference calls over the period January to April 2020, we obtain measures of firm-level exposure and response to COVID-19 for 3,019 U.S. firms. We show that despite many different ways through which COVID-19 affects...