Use AI to analyse competitor course outlines, identify what they cover and what they miss, and generate a gap analysis that shows exactly where your curriculum can be stronger, more specific, or more relevant to your audience.
Why Competitor Research Improves Your Curriculum
You do not need to copy competitors to learn from them. Looking at what other courses in your niche cover — and more importantly, what they do not cover — tells you a lot about what your students are being offered elsewhere and where the unmet needs are. AI makes this analysis faster and more structured than doing it manually with a notebook and a spreadsheet.
The goal is not to benchmark against the competition. It is to find the white space — the topics, angles, and audience segments that are underserved — and make sure your curriculum fills that space.
The Competitor Analysis Prompt
Find two or three competitor course sales pages or public syllabuses. Copy the module titles and lesson descriptions and paste them into Claude with this prompt: “Here are the outlines for three courses on [topic]. Analyse what topics they all cover, what topics only one or two cover, and what questions a student might still have after completing any of these courses. Then identify three ways my curriculum could be differentiated to serve [your audience description] better than these courses.” Claude returns a structured competitive gap analysis that gives you clear direction for curriculum development.
If competitor syllabuses are not publicly available, ask ChatGPT: “What topics are typically covered in beginner courses on [topic]? What are the most common complaints students have about these courses based on online reviews?” That indirect approach surfaces the gaps without requiring direct access to competitor materials.
What This Means for Educators
A curriculum built with this kind of competitive awareness positions you as the better choice without you ever saying anything negative about competitors. When your course covers what others miss and goes deeper on what others skim, students who have tried other options come back to you. That reputation is built one curriculum decision at a time.
The Simple Rule
Run a competitor curriculum audit once a year, or any time you plan to launch a new module. Use AI to do the heavy lifting on the analysis, then apply your own judgment about which gaps are worth filling for your specific audience.