In an ambient intelligence environment, the design of applications influences the users behavior heavily. The purpose of this paper is to provide key factors considered necessary in developing those applications. We developed four applications applied Ambient Lifestyle Feedback Systems and evaluated those user studies. From those four user studies, we verified key factors to develop applications in an ambient intelligence environment.