You ask AI to write the core exercise once, then generate industry-specific versions by telling it the niche. AI can produce five or six variations from a single base exercise in a few minutes — without you rewriting each one manually.
The Problem with Generic Exercises
An exercise about “a business” doesn’t land the same way as an exercise about “your yoga studio” or “your financial coaching practice.” When the scenario matches a student’s actual context, they engage faster and apply the concept more quickly. When it doesn’t, they spend cognitive energy translating before they can even start — which is exactly the kind of friction that causes people to skip an exercise and tell themselves they’ll come back to it later.
If your course attracts students from a range of industries — which is common for coaches and consultants who teach broadly applicable skills — generic exercises are the path of least resistance that produces the weakest results. Industry-specific variations are the upgrade, and AI makes them fast to produce.
How to Generate Niche Variations with AI
Write your core exercise first — or have AI write it. Then prompt: “Rewrite this exercise for five different niches: a health and wellness coach, a financial planner who teaches online, a yoga instructor, an HR consultant who runs workshops, and a retired teacher who now offers tutoring. Keep the skill being practiced the same but change the context and examples to match each niche.” Claude handles this kind of parallel variation well and produces all five in a single response.
You can also go the other direction: ask students at enrolment what niche they’re in, then send them the version of the exercise that matches their context. That level of personalisation — even if it’s just swapping the scenario — significantly increases the perceived relevance of your course. It signals that you thought about their specific situation rather than building something for the average student who doesn’t really exist.
What This Means for Educators
As a trainer whose students come from different industries, niche-specific exercises reduce the translation gap. Students spend less time wondering “how does this apply to me?” and more time applying it. That direct relevance shows up in completion rates, session engagement, and the quality of the work students submit. It also gives you more versatile marketing: you can position your course for multiple audiences without redesigning the curriculum from scratch — just the surface layer of how each exercise is framed.
The Simple Rule
Write the exercise once, then ask AI to rewrite it for three to five specific niches. That fifteen-minute task makes your course feel custom-built to each student’s world — without the hours of manual rewriting it would otherwise require.