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E-commerce Profitability Depends on Product Data Modeling
50radar
Profit leaks when cost, inventory, display, ads, and options are bundled under one product object. Split product data at SKU and option level before scaling ads.
- Ad ROAS can look healthy while margin stays negative when cost and ad data are not tied to each
SKU. - Stockouts keep receiving traffic when inventory is managed only at the broad product level. That burns ad spend directly.
- Option-level sales can hide margin illusion: one popular variant can make the whole product look profitable.
- The fix is data modeling, not marketing tweaks: separate cost, stock, display, and option entities early.
Source: yozm.wishket.com/magazine/detail/3764Read original →