We present a feature-based approach, known from software product lines, to the development of service-oriented architectures. We discuss five benefits of such an approach: improvements in modularity, variability, uniformity, specifiability, and typeability. Subsequently, we review preliminary experiences and results, and propose an agenda for further research in this direction.