Hypothesis
If we offer learners an optional blended learning plan with scheduled live sessions alongside recorded content, then completion rates and learner satisfaction will increase.
The Market
The broader EdTech market faces similar challenges with retention and completion:
Competitors such as Cohort-based learning platforms (Maven, On Deck, etc.) and Bootcamps (Springboard, CareerFoundry) show much higher engagement and completion rates (often 70–90%) thanks to live sessions and peer accountability.
Udemy’s current model (~completion rates of 5–30% in MOOCs) lags behind this trend.
Industry demand is shifting toward hybrid formats that combine the flexibility of asynchronous learning with the accountability and engagement of live interactions.
These competitors illustrate that gamification and social accountability are effective levers. Udemy has lagged behind in applying these tactics despite a massive user base.
Industry trends show growing demand for outcome-driven, engaging, and social learning experiences — especially as users seek value for money and skills that translate into careers (HolonIQ EdTech Trends Report).


Cohort-based platforms have seen ~80% learner satisfaction ratings. (HolonIQ report)




For The User
- Experience the flexibility of self-paced learning while benefiting from the structure, motivation, and engagement of live interaction
- Complete more courses and feel confident in the skills gained
For The Business
- Boost course completion rates and learner satisfaction
- Differentiate Udemy in a competitive EdTech market
- Increase repeat purchases and retention
Metrics of Success
- Increase completion rates by 20% within blended courses (compared to fully asynchronous)
- Improve learner satisfaction (NPS/CSAT) by 5–7 points
- Drive 15% higher repeat purchase rates from learners who choose blended plans
More advanced features like group discussions or live breakout rooms can come in later iterations





We propose a phased launch plan to minimize risk and gather feedback

North Star Metrics
Completion rate for courses offering the Rolling Live Add-On
(target: +20% over baseline within 6 months)
Leading Indicators
- Opt-in rate for blended learning among eligible learners.
- Attendance rate for live sessions.
- Engagement rate with the blended calendar dashboard.
Lagging Indicators
- Repeat purchase rate of learners who used blended learning (target: +15% over baseline).
- Learner satisfaction scores (NPS/CSAT) improvement by 5–7 points.
Counter Metrics
- Instructor burnout from live sessions.
- Negative feedback about timezones or scheduling issues.
- Drop-off from learners who prefer fully asynchronous courses.
Monitoring Setup
- Dashboards tracking opt-ins, attendance, completion, and satisfaction.
- Regular reviews of App Store and Play Store reviews for qualitative insights.
- Dedicated customer support tags for blended learning feedback.
