Test 1
Oil to chosen routine
- Trigger / audience
- Oil buyer declares interest in wash/routine
- Proposed action
- Propose compatible bundle without duplicating their oil if option exists
- Main KPI
- Incremental routine margin per buyer
- Measurement window
- One complete purchase/renewal cycle; fix duration with historical data before test