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NO.
#32d03ae0
Topic
INDIE BUSINESS
Source
yozm_it
Published
2026-05-21 15:17:14
Importance
★ 5/10 — radar 50
E-commerce Profitability Depends on Product Data Modeling
FIG-0321:1

E-commerce Profitability Depends on Product Data Modeling

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.

[ KEY POINTS ]
  1. Ad ROAS can look healthy while margin stays negative when cost and ad data are not tied to each SKU.
  2. Stockouts keep receiving traffic when inventory is managed only at the broad product level. That burns ad spend directly.
  3. Option-level sales can hide margin illusion: one popular variant can make the whole product look profitable.
  4. The fix is data modeling, not marketing tweaks: separate cost, stock, display, and option entities early.
Originalyozm.wishket.com/magazine/detail/3764Read original →

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