Most seller dashboards show sales first. That is useful, but incomplete. A seller can increase revenue while contribution profit gets weaker and cash gets trapped in inventory.
A real marketplace dashboard should answer three questions: which SKUs make money, which SKUs consume cash, and what action should be taken this week.
Financial metrics
Track revenue, product cost, marketplace fees, fulfillment, shipping subsidies, advertising, returns, storage, taxes and net contribution by SKU. The SKU level matters because blended averages hide weak products.
Break-even price should be visible before any promotion, coupon, price cut or ad scaling decision.
Marketing metrics
Track impressions, clicks, conversion, ad spend per unit, ROAS or ACOS, and margin after ads. A campaign that looks efficient by revenue can still be unprofitable after fees and product cost.
Separate branded traffic, discovery traffic and paid traffic when possible.
Operational metrics
Track stock cover, out-of-stock risk, return rate, review trend, fulfillment speed and support pressure. These are not only operations metrics; they affect ranking, conversion and cash flow.
Weekly seller rhythm
- Review margin by SKU and flag red-zone products.
- Check ad spend against contribution profit.
- Compare inventory risk against reorder timing.
- Watch competitor price and content changes.
- Choose one clear action per weak SKU.
The best dashboard is not the one with the most charts. It is the one that forces better marketplace decisions.
Model the margin before you scale
MarketUnit by Tradai sells digital unit economics models for marketplace sellers. Use them before pricing changes, ad scaling, or inventory purchases.