AI Tutor Teaching Script Library by Question Type
Discovery Lens
F Pain Point Scan
Specific, urgent, and still unsolved — the kind of pain that converts
One-Liner
When a tutor identifies a student's specific error pattern (e.g., "confuses SAT Math Heart of Algebra: linear equation word problems with rate-of-change"), AI generates a structured teaching script with the optimal explanation sequence, common misconception responses, and 2 calibrated practice problems — giving new and inconsistent tutors a proven pedagogical playbook.
Kill Reason
Khan Academy's Khanmigo already provides AI-generated tutoring guidance by error pattern at no cost, and any tutor with general-purpose AI access can generate the same teaching scripts on demand — a paid library with no proprietary pedagogical data has no competitive floor.
What do you think?
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