In a competitive environment, outperforming competitors may yield more than simply achieving the highest possible performance. Therefore it is common to benchmark customer satisfaction scores against those of the competition, both in terms of the actual performance and in terms of the rate of improvement. This is particularly interesting in multi-vendor situation, where individual customers procure the same service from different suppliers. In this particular case, it is possible to ask customers directly about their satisfaction with a competitor’s services.