Amazon Product Research Tool That Gives You a Verdict
Type a keyword. AmzOperator analyzes the top Amazon results and returns a market score from 0 to 100 and a verdict — Promising, Mixed, or Difficult market — with the numbers behind the answer.
Research a productStop reading spreadsheets. Get a decision.
Classic product research means pulling numbers into a spreadsheet and deciding on your own what they mean. Is 800 average reviews too many? Is this price range profitable? AmzOperator runs that analysis for you. It reads the top Amazon results for your keyword, scores demand and competition, and returns one market verdict you can act on.
What the niche report includes
| Metric | What it tells you |
|---|---|
| Market Score | 0 to 100, from Amazon data only: half demand, half competition (lower competition scores higher) |
| Market Verdict | Promising market, Mixed market, or Difficult market — or Insufficient data when too few listings have the numbers needed |
| Market Demand | The typical "bought in past month" figure of the listings, on a 0 to 100 scale; a lower bound, because Amazon shows ranges such as "1K+" |
| Competition Score and Level | Pressure from ratings counts, sponsored listings, and the share of listings with more than 100 ratings |
| Data Coverage | How many of the analyzed listings show a sales label and a ratings count |
| Avg Monthly Sales | The average "bought in past month" estimate across the analyzed listings; listings without the label count as zero, so it understates demand |
| Avg Price | The price level buyers already accept |
| Avg Reviews | How much social proof the current sellers have, from listings that show a ratings count |
| Market Size | The total of the monthly sales estimates across the analyzed listings |
| Review Barrier and Entry Difficulty | How hard it is to catch up on reviews and to enter the niche, in the report |
| Launch Economics and Supplier Data | Shown as "Not calculated — supplier data unavailable" unless real supplier data is available |
The best product candidates, not just averages
A niche average hides the listings worth copying. Alongside the scores, AmzOperator ranks the individual products and highlights the strongest candidates: Top Overall, Best Low-Review, Best High-Demand, and Best Balanced. For each one you see price, reviews, rating, the "bought in past month" estimate, ASIN, and a link to the listing.
Each candidate also gets a "Search on Alibaba" link that opens an Alibaba search for you to browse suppliers yourself. Supplier figures and launch economics are not calculated from it.
How the verdict is calculated
The verdict is rule-based, so the same data always produces the same answer. Demand comes from the "bought in past month" labels of the listings. Competition combines the average ratings count, the share of sponsored listings, and the share of listings with more than 100 ratings. The market score is half demand and half the inverse of competition: 65 or more is a Promising market, 40 to 64 a Mixed market, and below 40 a Difficult market.
If fewer than half of the listings show a sales label or a ratings count, there is no score: the verdict is Insufficient data, with the reason. The verdict uses Amazon data only; it does not include supplier cost, fees, or shipping. You can see every input, so you can disagree with the verdict when you know something the data does not.
How to research a product in AmzOperator
- Open Product Research and enter a keyword, for example "lunch bag".
- Wait while AmzOperator collects and scores the top Amazon results.
- Read the market verdict and the scores behind it.
- Review the highlighted product candidates.
- Open the report in Google Sheets or download it as an xlsx file, or continue to Brand Builder with the product you chose.
No product idea yet?
Use Find Product instead. Pick a category and a price range, and AmzOperator returns product candidates with their price and review data. Then research the ones worth a closer look here. Open AmzOperator
Frequently asked questions
How is this different from other Amazon product research tools?
Most tools show data and filters and leave the conclusion to you. AmzOperator returns a market verdict with the scores that produced it, plus a shortlist of specific products.
How accurate are the sales estimates?
They are estimates built from the "bought in past month" label Amazon shows on search results. Amazon shows ranges such as "1K+", so the figures are lower bounds. The market score leaves listings without the label out; the niche averages count them as zero. Use them to compare niches against each other, not as exact sales figures.
Can I export the report?
Yes. The report is saved to a Google Sheet when one is available, and it can also be downloaded as an xlsx file with the niche metrics and the product candidates.
Does a Promising market verdict mean I should launch?
It means demand and competition look favourable in Amazon data. Supplier cost, shipping, fees, and compliance are not part of the verdict, so verify them for your specific product before ordering.