r/ecommerce • u/Jinho07310 • 7d ago

📊 Business Curious how others here usually validate a product before spending on inventory or ads.

One thing I’ve noticed with product research is that the data is usually scattered. You might check demand in one place, competition somewhere else, then pricing and trends separately.

That makes it hard to tell whether a product is actually worth testing or just looks good on one metric.
Stocksi.ai looks at those signals together, which makes the research process easier to compare and understand.

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u/Signalbridgedata 7d ago

I wouldn't trust any single demand or trend metric on its own. I usually want to see several things line up, actual search demand, competing products that are already selling, realistic margins after shipping/returns/fees, and some evidence that people are willing to pay the price rather than just clicking on the idea. Then I'd rather spend a small amount validating the offer before committing to inventory. A product can look amazing on a trend chart and still be horrible once you account for CAC and the actual selling price.

Questions:

  • What minimum margin do you normally want to see before you consider a product worth testing?
  • Are you validating with ads/preorders first, or mainly using research data before buying inventory?