Best moment
Run it after you have a clear user problem hypothesis and before committing major engineering capacity.
BASIC · 6 min read
Timing framework for when to run Painted Door Testing in your product lifecycle.
Run it after you have a clear user problem hypothesis and before committing major engineering capacity.
New product lines, adjacent market expansion, and high-uncertainty roadmap bets are ideal candidates.
Do not run without clear audience definition, clear success thresholds, or traffic distribution plans.
Yes for major features, but prioritize by business impact.
Long enough to hit statistically meaningful sample and stable trend behavior.