Week 7 · Product Analytics
Duolingo Told Investors Its Growth Wasn't All Built to Last. Most Dashboards Never Would.
By SI Analytics · Newsletter published

The key idea
Not every activation event creates durable engagement. See how product teams can separate one-time effects from sustainable usage with DAU, stickiness, experiments and guardrail metrics.
A question to take into your work
Separate a short-lived increase in activity from sustained engagement. Which cohort or repeat-use measure would help you tell them apart?
This page introduces the edition and offers a practical reflection. The full analysis, source references and methodological limitations are in the original LinkedIn article. Figures and reporting periods relate to that edition, not live company performance.
Read the full article on LinkedIn ↗