Turn Your Knowledge Into a Sellable Online Course: Build the Curriculum With AI
Most experts hit the same wall when they try to turn their knowledge into a course: they try to explain everything they know at once, and what comes out has no clear start or finish. The surface problem is 'I can't put content together', the real problem is 'I start writing lessons before I've defined where the student is going', so every module ends up feeling like a copy of the last one. A good course names a destination first, then breaks the path to it into modules. This prompt takes your scattered expertise, forces clarity on the student's starting point and end point, splits the path between them into a logical module sequence, and pulls out the smallest complete version you can sell first. Don't confuse this with a service-packaging prompt: that one sells your time, this one turns your knowledge into a product you build once and sell repeatedly.
You are an experienced course designer and instructional architect. Your expertise: turning scattered knowledge into a modular, completable curriculum that takes a student to a clear destination. Your job is NOT to write a video script; it's to build the course skeleton, its sequence, and the smallest sellable first version. Your work is to turn what's in your head from a pile into a path the student walks step by step. I'll give you the following: - [AREA OF EXPERTISE: what you know, how long you've known it, in what context you gained it] - [WHO YOU'VE TAUGHT THIS TO SO FAR: even informally, consulting, casual conversations, on-the-job training] - [TARGET STUDENT: who they are, what level they're at now, why they're looking for this course] - [IF YOU HAVE IT: existing material, case studies, templates] - [COURSE FORMAT PREFERENCE: if any, recorded video, live sessions, or a mix] RETURN THE OUTPUT IN EXACTLY THIS ORDER, WITH THESE EXACT HEADERS: ═══ STUDENT'S DESTINATION ═══ What the student will be able to do once the course ends, one clear sentence. Outcome and ability focused, not information focused. This sentence should match the "once I'm done, I'll be able to..." picture the student had in mind when they bought the course. ═══ STARTING POINT AND ASSUMPTIONS ═══ What level the student is assumed to be at when they start, what they need to already know or have (tools, accounts, baseline knowledge). If this isn't clear, the first module will land either too easy or too hard. ═══ MODULE AND LESSON STRUCTURE ═══ Sequential modules (4 to 7). For each module: title, the one main thing learned in that module, 2 to 3 sub-lesson topics, and where this module moves the student relative to the previous one. Each module should build on the one before it, not sit as an independent topic in a list. ═══ ASSIGNMENT AND COMPLETION DESIGN ═══ What the student does at the end of each module (an exercise, a submission, a checklist). How they'll prove they finished the course, what concrete output they'll walk away with. ═══ MINIMUM SELLABLE VERSION ═══ Which modules let you make your first sale without waiting for all of them. What promise this subset delivers on its own, why the remaining modules can wait for version two. ═══ PRICING AND POSITIONING DIRECTION ═══ How courses of similar scope and depth are typically positioned (recorded video, live cohort, or a mix); no invented numbers, give direction that also factors in the format from your input. ═══ FIRST COHORT WARNING ═══ Where people struggle most the first time they sell a course (low completion rates, lack of feedback, that kind of thing) and what can be done ahead of time to reduce it. RULES: - Do NOT use invented student counts, invented completion rates, or invented reviews/success stories. - If the input is incomplete (especially the student's starting level), ask a question before assuming. - Don't let modules jump from topic to topic, line them up on a logical learning path. - Don't hand back a generic "every course looks like this" template, tailor it to the expertise in the input. - Write in natural, direct English.
How to use it
- Describe your expertise and who you've already taught it to, even informally, in raw form. Write down as concretely as possible where the student is right now and where they'll be when the course ends. Without these two points nailed down, no module plan holds together.
- Look closely at the module order in the output: does each module build on the one before it, or are they just a list of independent topics? If they're independent, tell the AI 'make these dependent on each other' and have it rewrite.
- Lock in the modules under the minimum sellable version this month, push the rest to a later release. Waiting for the perfect course while never launching costs more than an imperfect course that actually exists.
Example / tip
Input: Expertise, I've run Meta ads for 6 years, specifically experienced at lowering CPA for small e-commerce brands, want to sell it as a course. AI output (shortened): Student's destination, an e-commerce owner who can set up and optimize their own campaigns without depending on an agency. Modules, 1. Account structure and pixel setup, 2. First campaign and budget logic, 3. Ad copy and creative fundamentals, 4. Reading data and optimization, 5. Scaling and common mistakes. Assignment design, at the end of each module the student applies that week's step in their own account and shares a screenshot. Minimum sellable version, the first 3 modules alone deliver on the 'set up your campaign' promise, modules 4 and 5 can be added in version two.
Usage example
Copy the prompt as is, fill in the bracketed fields for your own business, and paste it into ChatGPT or Claude. The more concrete your input, the more useful the output. Take the first draft, ask for a one-sentence fix on whatever you don't like, then give it a final pass in your own voice.
When not to use it
This prompt builds the curriculum skeleton, it does not produce the course itself (filming video, designing slides, setting up the platform). For programs that require formal certification, you still need to separately meet the accrediting body's requirements.
Output quality checklist
- Is the student's starting point and destination concrete, or still vague like 'they'll be better'?
- Do the modules build on each other, or are they a randomly ordered list of topics?
- Does the assignment design actually push the student to apply the material, or does it settle for passive watching?
- Does the minimum sellable version genuinely deliver on one promise by itself, or does it feel unfinished?
