Abstract: AI agents have advanced rapidly and are increasingly sold as services, yet dominant pricing models still reward observable usage rather than the outcomes users actually value. This position paper argues that AI-agent pricing should become more outcome-dependent as markets mature, especially in domains where success can be measured objectively.