We used our chatbot for a 3 minute survey in the sales and customer care department. The results revealed that at first glance there is no dominant culture in the organization. We took a closer look at the results regarding performance and duration of employment, where we uncovered a clear pattern. The more individuals differed from the benchmark, the less likely they were to stay in the company and perform.