Most CSM candidates fail because they don’t know when they’re actually ready. Our AI continuously assesses your readiness through tutoring sessions and adaptive practice, updates your weak domains in real time, and adjusts your study roadmap until you're exam-ready.
Standard CSM exam prep treats all 5 domains equally. Our AI maps your real knowledge gaps on Day 1 and shows you the exact 2–3 domains costing you the exam — so no study time is wasted on material you already know.
Our AI doesn't just mark you wrong. It explains the manager-thinking logic behind every CSM answer — then adapts your next practice question to target the exact gap it just found.
All plans include the AI diagnostic, adaptive practice questions, and AI tutor. The difference is how much hand-holding you want.
| Feature | Edureify | Boson / Wiley | Books only |
|---|---|---|---|
| Domain diagnostic | ✓ | ✗ | ✗ |
| Adaptive practice questions (CAT format) | ✓ | Linear only | ✗ |
| AI tutor + explanations | ✓ | ✗ | ✗ |
| Personalised study plan | ✓ | ✗ | ✗ |
| "Not ready" exam alerts | ✓ | ✗ | ✗ |
| Pass guarantee | 30-day | ✗ | ✗ |
| First-attempt pass rate | 95% | ~52% | ~45% |
| Starting price | $49/mo or $199 | $129–$179 | $60–$120 |
95% of our students pass first attempt. The ones who don't are the ones who studied everything equally instead of fixing their actual gaps with targeted practice questions first.
Get CSM access →
Real CSM students. Real first attempts.
"I thought the CSM would be easy because I'd been 'doing Scrum' for 2 years. The facilitation judgment scenarios were harder than I expected.Edureify AI's servant-leadership scenarios specifically targeted cases where I was behaving like a project manager in Scrum clothing."
"The retrospective scenarios caught me off guard - I kept treating them as optional when things were going well.Edureify AI drilled the opposite instinct until it was automatic: retrospectives are most valuable when things go well, not just when they don't."
"I failed my first CSM attempt because I was letting the Product Owner manage the Sprint Backlog in my scenario answers. That's a clear Scrum Guide violation thatEdureify AI flagged and corrected consistently over 3 weeks of practice."