Ask AI to role-play as your ideal student — give it a detailed profile of who that student is, share your course outline, and ask it to react to each module as that student would. You get student-perspective feedback without waiting for a real student to go through the course.
The Expert Blind Spot Problem
When you build a course, you see it through the eyes of someone who already knows everything in it. That is a dangerous vantage point. What feels logical and well-paced to you can feel overwhelming, confusing, or inexplicably skipped to someone learning the material for the first time. The only cure is to see your course through a student’s eyes — and AI can simulate that perspective with remarkable accuracy when given the right setup.
Think of it like asking a trusted friend to role-play as a potential customer before you open a new business. The friend is not actually a customer, but the exercise surfaces real friction points you would otherwise miss.
How to Set Up the Student Perspective Review
Give Claude a detailed student profile before sharing your curriculum. Something like: “I want you to act as a 52-year-old business consultant who has been running client workshops offline for fifteen years and is now building an online course for the first time. She is comfortable with Zoom but has never used an LMS or built course content digitally. She is motivated but easily overwhelmed by technical steps. Now review my course outline from her perspective: what would feel exciting, what would feel confusing, what questions would she have after each module, and where might she consider dropping out?”
The more specific your student profile, the more useful the feedback. Claude will respond in role, flagging moments of confusion, excitement, and potential dropout risk from that student’s perspective. Compare that output to your own expectations — the gaps between what you assumed and what Claude flags are exactly where your course needs attention.
What This Means for Educators
Coaches who teach complex professional skills often underestimate how many foundational assumptions they make in their curriculum. The student perspective review catches those assumptions before real students trip over them. It also helps you write better module introductions — if AI flags that the student character would feel lost at the start of module three, you know you need a better bridge from module two.
The Simple Rule
Write a one-paragraph profile of your most typical student before every course review. Paste it as the setup for every AI feedback session. The student profile is the lens that makes all the other feedback relevant.