Before you build a course, you need to know what already exists in your space. Not to copy it — to find the gaps. ChatGPT can help you systematically review competitor sales pages, map their curriculum structure, and spot the patterns in student feedback that reveal what is missing. The result is a clear picture of where your course fits and why someone would choose it over what is already available.
What you’ll walk away with:
- A clear picture of what competing courses offer and how they position themselves
- Gaps in the market that your expertise can fill
- Language and framing that differentiates your course from alternatives
- A positioning statement grounded in real competitive intelligence
Why ChatGPT Works for Competitive Analysis
Competitive analysis is mostly pattern recognition across large amounts of text. You are reading sales pages, comparing curriculum structures, and looking for recurring themes in reviews. That is exactly the kind of work ChatGPT handles well — processing text and surfacing patterns you might miss when reading one page at a time.
The traditional approach is to open five competitor sales pages in separate tabs, take notes, and try to hold all of it in your head. That works for two or three competitors, but by the fourth, you are forgetting details from the first. ChatGPT gives you a persistent workspace where you can feed in material from multiple competitors and ask questions across all of them at once.
It also forces you to be explicit about what you are looking for. When you write a prompt asking ChatGPT to "identify the target audience and transformation promise," you are defining your own analytical framework. That structure is valuable regardless of how good the AI's response turns out to be.
Step-by-Step: Analyzing Competitors with ChatGPT
Build Your Competitor List
Start by listing three to five courses in your niche. Include the most visible ones (the courses that show up first when your potential students search), plus any that target the same audience from a different angle. If you teach yoga teacher training, for example, include both the well-known online YTT programs and any hybrid or community-based alternatives.
For each competitor, collect the URL, the price, the format (self-paced, cohort, hybrid), and any publicly available curriculum outline. You will feed this to ChatGPT piece by piece.
Analyze Their Sales Page Copy
Copy the full text of a competitor's sales page and paste it into ChatGPT. Ask it to identify the target audience, the transformation promised, the main objections addressed, the social proof used, and anything conspicuously absent. A single prompt can extract all of this.
What you are looking for is not just what they say, but how they say it. Are they speaking to beginners or experienced practitioners? Do they emphasize community or self-paced convenience? Do they address pricing objections directly or avoid the topic? These patterns tell you how they have positioned themselves — and where they have left room for a different approach.
Map Their Curriculum Structure
Many courses publish their module and lesson titles publicly, either on the sales page or in a free preview. Paste that curriculum outline into ChatGPT and ask it to identify the pedagogical sequence: what is the learning journey, what is the assumed starting point, and where are the biggest jumps in complexity?
This step often reveals structural patterns across competitors. In our experience working with course creators across 32,000+ courses on Ruzuku, we see the same issue repeatedly: courses that front-load theory and postpone application. If your competitors all follow that pattern, designing a course that gets students into practice from day one is an immediate differentiator.
Analyze Student Reviews for Gaps
Find student reviews on the course platform, social media, Reddit, or anywhere people discuss the course publicly. Paste a batch of reviews into ChatGPT and ask it to categorize the feedback: what do students praise, what do they complain about, and what do they wish the course covered?
The complaints are the most valuable part. If multiple students say a competitor's course "covers a lot but lacks hands-on practice," that is a gap you can fill. If they say "the community was dead," that tells you community facilitation could be your advantage. Student reviews are where the real competitive intelligence lives — and ChatGPT is good at consolidating dozens of them into actionable themes.
Identify Your Unique Angle
After analyzing two or three competitors, ask ChatGPT to summarize the common positioning across all of them. Then describe your own background, expertise, and teaching philosophy, and ask it to identify where you diverge from the field.
This is where your professional experience matters most. If every competitor in the dog training space teaches purely positive reinforcement techniques, and your background is in behavioral science with a focus on owner psychology, that difference is your positioning. ChatGPT can help you see the pattern, but only you know what you bring that others do not.
Document Your Differentiation
Ask ChatGPT to help you draft a positioning statement that captures what you do differently. This should be two to three sentences that articulate who your course is for, what transformation it delivers, and why your approach is distinct from what is already available. You will use this statement on your sales page, in your email sequences, and as a filter for every content decision you make while building.
Prompts to Try
These prompts work best when you paste actual competitor material into the conversation first. The more specific your input, the more useful the analysis.
"Analyze this sales page and identify: the target audience, the transformation promised, the main objections addressed, the social proof strategy, and what is conspicuously missing."
"Here are student reviews from three competing courses. Categorize the feedback into: praise, complaints, and unmet needs. Which unmet needs appear across more than one course?"
"Based on the competitor analysis so far, here is my background: [your expertise]. What positioning angles could differentiate my course from the ones we reviewed?"
The Human Layer
ChatGPT can read sales pages and extract patterns from reviews. What it cannot do is take the competitor's course. It cannot experience the quality of instruction, the responsiveness of the community, or the moments where the teaching breaks down. It does not know whether a well-written sales page delivers on its promises or disappoints students in practice.
Your lived experience in your niche is the real competitive intelligence. You know which practitioners in your field actually get results and which ones rely on marketing. You know the common misconceptions your students arrive with. You know the specific moments in a learning journey where people get stuck. None of that comes from analyzing text — it comes from years of teaching and observing.
Use ChatGPT as a research accelerator, not a substitute for the understanding you have already built.
Course Creator Tips
Revisit Your Analysis Before You Launch
The competitive landscape shifts. A course that did not exist when you started building might appear three months later. Before you finalize your sales page, re-run your analysis to make sure your positioning still holds. This takes thirty minutes and can save you from launching into a crowded angle.
Look Beyond Direct Competitors
Your real competition is not always other online courses. It might be books, YouTube channels, coaching programs, or certification bodies. If you teach health coaching, your prospective students might be weighing your course against a weekend workshop or a free blog series — not just another online program. Include those alternatives in your analysis.
Save Your Analysis for Your Sales Page
The language ChatGPT identifies in competitor reviews is the language your audience uses. When students say a course "felt overwhelming" or "did not give enough practice," those exact phrases belong in your marketing. Addressing known pain points in your prospect's own words is more persuasive than any clever copywriting.
What It Gets Wrong
ChatGPT is working from text alone, and that creates blind spots. It cannot assess the actual quality of a competitor's instruction — a well-organized curriculum outline might lead to mediocre teaching, and a messy-looking sales page might represent a phenomenal learning experience. Surface features are all it has to work with.
It also tends to overweight what is easily visible. Competitors who invest in polished sales pages will look stronger in ChatGPT's analysis than competitors who invest in student outcomes. Some of the best courses in any niche have the worst marketing — and the reverse is often true as well.
Finally, ChatGPT does not know your industry's competitive dynamics. It cannot tell you that a particular competitor is struggling financially, that a well-known program just lost its lead instructor, or that a new certification requirement is about to reshape the market. That context comes from being embedded in your field — something no AI can replicate.
Now build the course that fills the gap
You've mapped the competitive landscape, identified what's missing, and drafted a positioning statement that sets your course apart. That clarity is valuable — most course creators never get this far before they start building. The next step is turning your differentiated angle into actual modules, lessons, and activities.
Ruzuku's course builder is designed for exactly this moment. You can structure your modules around the gaps you identified, add discussion spaces where your students build the community your competitors lack, and launch without wrestling with tech setup. Everything from your outline to your first enrolled student happens in one place.
Related guides
- How to Create Your First Online Course — the complete guide from outline to launch
- How to Use ChatGPT for Audience Research — same tool, complementary task: research who your students are, not just what exists
- How Ruzuku Works — see the full course creation workflow from outline to enrollment