资源
Layout A/B Testing
Comparing spatial signals between placement, aisle, display, roomset, or showroom arrangement variants.
为什么重要
Managers can see which arrangement changes dwell, continuation, interaction, queue pressure, or opportunity signals.
常见错误
- Claiming revenue lift without connected outcomes
- Comparing layouts without baseline periods
行业示例
- Roomset B engagement
- Aisle variant comparison
- Vehicle placement effect