A product is not good just because it is trending. It needs demand, margin, supplier reliability, low refund risk, and a clear promotion route.
The scoring categories
| Category | What it checks |
|---|---|
| Problem or desire | Does the product solve something obvious? |
| Demonstration potential | Can it be shown clearly in a short video? |
| Demand evidence | Are people searching, buying, reviewing, or commenting with intent? |
| Margin potential | Can the landed cost support paid promotion and profit? |
| Competition | Is demand proven but still beatable? |
| Supplier viability | Are there multiple suppliers with acceptable reviews and delivery? |
| Return risk | Is it likely to disappoint, break, or cause sizing issues? |
| Compliance safety | Does it avoid risky claims or regulated categories? |
| Brandability | Can it be positioned better than a generic listing? |
Why margin matters
Thin-margin products kill beginner stores. A product can look popular and still be useless if ads, fees, refunds, and shipping destroy the profit.
Rejected products are not failures
The point of research is to reject weak ideas before they cost money. A serious product database should contain many rejected items.
Final rule
Do not build a store around a product until it survives supplier checks, competitor checks, review checks, and margin checks.