Release and monitor

Think like a scientist under observational constraints when changing a store page or campaign.

Forming a hypothesis

Selecting metrics and guardrails

Establishing a baseline

Recording the intervention

Choosing a measurement window

Monitoring immediate and delayed effects

Handling confounders

Keep/revert/iterate decisions

Further reading