



Over-reliance on a few top-selling SKUs
Scaling winners → stockouts
Large portion of inventory not moving
Same messaging across very different buyers
Scaling what worked broke the system. Scaling everything killed efficiency.

We rebuilt the strategy around inventory and demand.
Shifted to inventory-aware media buying
Balanced spend across:
High-demand SKUs (controlled scale)
Lower-demand SKUs (efficient scale)
Segmented messaging by buyer:
Watch enthusiasts (technical)
Style-driven buyers (aesthetic)
Managed the catalog as a system, not individual products.




