Olist is a Brazilian department store platform which operates in the e-commerce segment (Software as Service). The service consists of management of the sales process between shopkeepers and clients, and also includes a client satisfaction report. The advantages for the shopkeepers is a better market presence and transparent reputation metrics. The driver for the business is to attract more clients and raise the quality of the process. The motivation in this project is to support this effort.