Yes. Ask AI to identify “context cliffs”—places where your lessons assume knowledge you haven’t taught, leaving students stranded. AI can spot these instantly by comparing each lesson to the ones before it.
The Context Cliff Concept
A context cliff is a moment when your lesson assumes something without explaining it. It’s like climbing a staircase that suddenly becomes a ladder—the jump is too big. Your students feel the gap as confusion, frustration, or worse—they abandon the course because they feel stupid.
For a coach teaching business model design, you might have a lesson on “positioning your offer” without first teaching “what an offer is” or “why positioning matters.” Students arrive thinking, “What am I positioning?” They don’t have enough context. That’s a cliff. They either backtrack, search Google, or quit. Any of those outcomes is bad.
How AI Finds These Cliffs
The detection method is simple. Paste each of your lessons into Claude one by one (or all together) and ask: “For each lesson, what knowledge does this lesson assume? Is that knowledge taught earlier in the course?” Claude will flag places where you use terms without defining them, build on concepts you haven’t introduced, or jump to advanced work without foundational setup.
The AI might say: “Lesson 4 uses the term ‘objection stack’ without defining it. Lesson 2 explains objections but never introduces stacking. Students landing on Lesson 4 will be lost.” Now you know: either move the definition into Lesson 2, or add a brief explanation in Lesson 4.
What This Means for Educators
Context cliffs are invisible to you because you know your material. You use the term “objection stack” naturally because you invented it. But your student is meeting it for the first time. AI acts as your fresh reader—it catches what insiders miss. It’s like having a student sit in and ask, “Wait, you didn’t explain that part.”
Filling these gaps doesn’t require adding long lessons. Often a 2-minute intro or a quick definition fixes it. The payoff: your course feels coherent, students feel supported, and completion rates climb.
Audit Your Course for Context Cliffs
Spend 30 minutes: take your three hardest lessons (the ones most students might struggle with). Paste each one into Claude and ask: “What knowledge does this assume? What terms are used without definition? Where would a beginner get lost?” Mark each gap, then spend 15 minutes per gap filling it with a sentence, a definition, or a quick reference back to an earlier lesson. That’s the move.