Write out the original problem your course was built to solve, then describe how that problem has changed in 2026, and ask Claude whether your current course structure still addresses it — or whether the solution has drifted from the problem.
Courses Drift Without Anyone Noticing
When you built your course, you had a specific problem in mind. Students were struggling with X. Your course solved X. Three years later, you’ve added modules, updated content, and responded to student feedback — and the course has quietly drifted. It might now solve X plus Y minus half of Z, and the problem it actually solves doesn’t quite match what you’re still promising on your sales page.
This drift is invisible from inside the course. You know why every module is there. You remember adding that lesson after a student asked for it. The additions all made sense individually. But stepping back and asking “does this course still solve the original problem?” is a question most educators never think to ask — until they get a wave of disappointing reviews that all say slightly different things but share the same undertone: “It wasn’t quite what I expected.”
The AI Problem-Solution Alignment Test
Give Claude two paragraphs. The first describes the problem your course was originally built to solve, as specifically as you can state it: “Educators aged 45+ were spending 10+ hours a week on content creation and feeling burned out, with no system for using AI to reduce that load.” The second describes how that problem looks in 2026 — has it gotten worse, evolved, or been partially solved by tools that now exist?
Then paste your current course outline and ask: “Does this course structure actually solve the problem as it exists today? Where is it still aligned, where has it drifted, and what would need to change to make it a direct solution again?” Claude’s response will often surface one or two structural adjustments — a module that’s now misplaced, a promised outcome that the course doesn’t quite deliver, or a gap where the evolved problem needs a new lesson.
What This Means for Educators
The most powerful positioning for any course is a direct, obvious connection between a specific problem and a specific solution. When that connection drifts, sales get harder, completion rates drop, and reviews get vague. Running the AI alignment test before every major relaunch is a 20-minute exercise that keeps your course sharp and your marketing honest.
The Simple Rule
Your course should solve one specific problem better than anything else available. Use AI to test that claim against your current course structure at least once a year. If the test reveals drift, you have three options: update the course to solve the problem again, update the problem statement to match what the course actually solves, or build a new course for the evolved problem while keeping the original for the original audience. All three are valid. Not knowing which one applies is the real risk.