Sample Size vs. MDE Matrix
Micro-MDE
Detecting 0.5% shifts reliably requires millions of users.
Scale: B2C / E-com
Strategic-MDE
B2B SaaS requires focusing on high-impact 10%+ gains.
Scale: Series B+
Structural-MDE
Early stage teams must focus on 25%+ structural shifts.
Scale: Seed / Series A