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Reframed product value and testing cadence while controlling inventory risk.

3.8×first test ROAS
家居品牌案例

The question

Reframed product value and testing cadence while controlling inventory risk.

The approach

We brought the market, transaction path and existing data into one framework before choosing the smallest useful change.

What happened next

The working method became a repeatable team process, with inventory and cash flow monitored alongside growth.