Toolbox
Growth Experimentation Framework
A data-driven cycle for testing adoption tactics.
What it is
Purpose and scope.
A framework for running structured experiments on design system adoption, inspired by growth hacking methodology.
When to use
Signals this is the right tool.
When you need to prove which adoption tactics work and which waste effort.
How to use
Minimum steps to get value quickly.
- Analyze current adoption data to find bottlenecks
- Generate hypotheses about what would improve activation
- Prioritize by impact × confidence × effort (ICE scoring)
- Run time-boxed experiments with clear success metrics
- Document learnings and iterate
Downloads
Grab the files and ship.
Related
Keep the loop tight.