Prompt Quality as User Experience: Managing AI Product Outcomes

AI products fundamentally differ from traditional software because output quality depends heavily on user prompt skill rather than consistent software mastery. Product teams can improve outcomes through prompt rewriting, anticipating user intent, and implementing guided follow-up questions that help users clarify their requests.