Iterating & Scaling Successful Experiments
Understand how to analyze experiment results, draw actionable insights, and effectively scale successful growth initiatives across your app.
Beyond Experiment Results
Running experiments is just the start! Once you have a winning test, the real work begins: understanding why it won and how to apply that success broadly.
This lesson will guide you through analyzing results, extracting valuable insights, and effectively scaling successful initiatives across your app.
Deeper Result Analysis
A "win" isn't just about a single metric. Look at secondary metrics. Did downloads increase but retention drop? Did engagement improve for a specific user segment?
- Segment Analysis: Did the experiment perform differently for new vs. existing users? iOS vs. Android?
- Behavioral Changes: Did users interact with other parts of the app differently?
- Long-Term Impact: Consider potential long-term effects beyond the immediate test period.
All lessons in this course
- Developing a Growth Hypothesis & Framework
- Running A/B Tests Across Growth Channels
- Iterating & Scaling Successful Experiments
- Statistical Significance & Avoiding False Positives