Social media have radically changed the communication between organizations and their customers. Organizations are faced with the questions whether they should be active in social media, and if so, how they should respond in a simultaneously efficient and effective manner. This project addresses these questions by investigating the relationship between the course, outcome, and linguistic characteristics of social media conversations.