Product Research

How to Find Winning Products to Sell Online

Finding a product to sell is a filtering process, not a lightning strike. Here's where to source candidates and the six-point scorecard that predicts winners.

Novus Supply7 min read

Finding a product to sell isn't about a flash of genius — it's a filtering process. You generate a wide pool of candidates, then ruthlessly score them against criteria that predict whether a product can actually make money. The goal is to kill bad ideas cheaply, on a spreadsheet, before they cost you inventory.

Where to find candidates

  • Marketplace best-sellers: Amazon and other category rank lists show what's already moving.
  • One-star reviews: the complaints on popular products are a shopping list of improvements.
  • Search and trend tools: rising queries reveal demand before it's saturated.
  • Your own friction: the everyday annoyances you and people around you keep working around.

Score every candidate the same way

Once you have a list, run each idea through a consistent scorecard. The exact weights are yours, but these six factors separate winners from money pits.

Steady demand5/5Healthy margin (>30%)5/5Beatable competition4/5Small & light to ship4/5Low seasonality3/5Repeat-purchase potential5/5
A simple, repeatable product scorecard. Anything that can't clear most of these is a no.

What each criterion really means

Demand tells you a market exists. Margin tells you the market is worth entering — after product cost, fees, and shipping you want comfortable room, not pennies. Competition you want present (it validates demand) but beatable, ideally with weak listings or poor reviews you can out- execute. Size and weight drive your fulfillment fees and storage costs — small and light wins. Seasonality affects cash flow; everyday essentials sell all year. And repeat-purchase potential is the quiet multiplier: consumables and wear-items bring buyers back without new ad spend.

Validate before you buy

A high score is a hypothesis, not a guarantee. Confirm direction with Google Trends, sanity-check the unit economics with the FBA profit calculator, and where possible start with a small test order rather than a shipping container. The point is to spend the least money required to learn whether the spreadsheet was right.

A note on "boring" products

First-time sellers chase novelty; experienced sellers chase reliability. Unglamorous, everyday items — the kind people rebuy without thinking — often beat trendy products because demand is stable, returns are low, and the repeat rate funds your growth. Boring and profitable is a perfectly good business.

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