Guinea Pigs generates synthetic students that navigate your online courses and surface exactly where learners get confused, drop off, or fail. Fix courses before they break.
Drop in your course text, upload a document, or paste a link. We structure it into modules a synthetic student can navigate end to end.
We spin up a diverse cohort of synthetic students — different backgrounds, skill levels, and learning styles — and have each one navigate your course like a real learner would.
Get a module-by-module report showing exactly where confusion stalled, where learners dropped off, and what to fix first — before a real student ever finds it.
"I used to beta-test every course on my own newsletter audience. Now I get the same signal in five minutes — and I can act on it before launch."
"The drop-off predictions line up with what our LMS analytics show months later. It's like previewing the retention curve on day one."
"Three personas flagged the same Module 4 dead-end I missed in three rounds of peer review. That alone saved me a refund wave."
You spend weeks building a course. Then you launch it, wait for student feedback, interpret vague survey responses, and guess what went wrong. The first cohort is always the guinea pig. What if you could skip that entirely?
Test courses across diverse student populations before launch. Especially powerful for institutions expanding to new regions where student demographics shift.
Validate compliance training, onboarding flows, and skill-building programs. Ensure new hires across different roles and experience levels can complete training successfully.
Stop losing students at Module 3. Identify exactly where your Udemy, Teachable, or Kajabi course loses engagement and fix it before you lose revenue.
Quality-assure thousands of courses at scale. Integrate Guinea Pigs into your content pipeline to automatically flag courses with high predicted drop-off rates.
Every adjacent product solves human review workflow — gathering reviewer comments, managing sign-offs, tracking feedback threads. Guinea Pigs does something different: it simulates what learners actually experience.
| Capability | Manual review (Word docs, peer feedback) |
Guinea Pigs | Review tools (zipBoard, Articulate Review) |
|---|---|---|---|
| Time to first feedback | 2–3 weeks | ⚡ 5 minutes | 2–3 weeks |
| Simulates learner confusion | ✗ No | ✓ Yes | ✗ No |
| Predicts drop-off points | ✗ No | ✓ Yes | ✗ No |
| Tests diverse student types | ~ Depends on reviewers | ✓ 10 personas built-in | ✗ No |
| No scheduling required | ✗ Needs coordinator | ✓ Fully automated | ✗ Needs reviewers |
| Cost | Your time + reviewer time | Free beta access | $99–$875+/mo |
Guinea Pigs brings the rigor of software testing to course design. Every course deserves to be stress-tested with diverse learners before a single real student logs in.
Be first to test your courses with Guinea Pigs. No spam, ever.
Drop your email and we'll send you a sample QA report for your course.