Skip to main content
Try it free for 10 days, then 35% off the first 3 months
Start now
Agent Fabrica
HomeFeaturesWinning product research
E-commerce · Winning product research

Trend, market and ad data scanned,you get a go, watch or no-go call.

Type a product or niche. Trends, Amazon market data, supplier costs and ads in the niche are scanned at once, and the result becomes a scorecard out of 100 with reasons and risks.

Rather hand the job over? In our E-commerce Operations service we run this tool for you; scope and monthly price are published.

Ecommerce operations

How to find winning products with data

Product choice often starts with a hunch. Amazon's seller guide notes that a product already on sale confirms market potential, and warns against low-margin, bulky and over-competitive products.

The stages of a product analysis
  1. 1
    Enter the product

    A product name or niche; choose the Amazon marketplace.

  2. 2
    Trend

    Confidence and direction from search, video and forum signals.

  3. 3
    Market

    Maturity, median price and revenue estimate from Amazon best sellers.

  4. 4
    Supply and ads

    Supplier cost and margin; ads currently running in the niche.

  5. 5
    Decision

    A score out of 100, reasons, risks and go, watch or no go.

The scorecard: five categories, 100 points

The maximum share of each category
Trend30 points
Market25 points
Supply and cost20 points
Ad proof15 points
Margin10 points

Caps are taken from the strategy gate's scoring rules. The total is 100 points.

What each category looks at
CategorySignals that earn points
TrendA confidence score of 60 or more, or a rising direction; a declining trend loses points
MarketA mature market, high estimated monthly revenue, an average rating of 4.3 or above
Supply and costFive or more supplier candidates, an estimated margin of 40% or more
Ad proofNumber of live ads in the niche, repeating hook patterns
MarginThresholds at 30%, 50% and 70%

The limits of the decision

  • Market data comes from the Amazon marketplace you choose; Trendyol or Hepsiburada sales data is not included.
  • Amazon figures are in US dollars; the screen also shows the Turkish lira equivalent at the live rate.
  • If a stage does not respond, that category earns no points; the screen names the stage, so read the score with that in mind.
  • The score is not financial advice; validate with a small test order before tying money up in stock.

After the decision: production steps

The analysis button runs only the first six stages. Later steps are started by hand from their own screens, so nothing is produced without your approval, even for a "go" product.

StepWhere
Campaign briefAd assistant screen
Product pageProducts screen
30-day content calendarAuto calendar screen
Image and video productionProduction factory

To dig into ad proof, see ad intelligence; for the supply side, see the supplier network.

Filtered product hunting, and handing the work over

  • To scan a market rather than a single product, the Product Hunt screen lists products with filters across several sources.
  • Add products you like to a watchlist and track changes in price and sales.
  • Each of Product Hunt and the watchlist needs the E-Commerce Plus add-on (included in E-Commerce Plus plans). The brand's setup model must be E-commerce · Local Market or E-commerce+ · Cross-border. The add-on costs $42.99 a month.
  • Run your store day to day from store management.

Frequently asked questions

How do you find winning products?

By checking together whether demand is real, how mature the market is, what supply costs and margins look like, and whether the niche is advertised. The panel asks all four at once and turns them into a scorecard.

How is the score calculated?

Trend earns up to 30 points, market 25, supply and cost 20, ad proof 15 and margin 10, out of 100.

What do go, watch and no go mean?

70 or more is "go", below 40 is "no go", and in between is "watch": a product to revisit once the data is clearer.

Is Trendyol data used?

No. Market data comes from the Amazon marketplace you choose. Trend data is gathered from search, video and forum signals.

If I choose "go", is the campaign prepared automatically?

No. The campaign brief, product page, calendar and creative production are started by hand from their own screens.

What if a source fails?

The other stages continue. That category earns no points and the screen names the stage that did not respond, so you can read a low score accordingly.

Which currency are prices in?

Amazon figures are in US dollars; the screen also shows the Turkish lira equivalent at the live rate.

Is the scorecard enough for an investment decision?

No. It is a first filter. Validate with a small test order and an ad test before tying money up in stock.

Sources

The official documentation behind the technical points on this page:

  1. [1]
    Amazon Türkiye: E-commerce guide

    Validating market potential and product types to avoid.

  2. [2]
    Google Trends Help: Trends data FAQ

    Why trend data is relative and how it is sampled.

Related pages

Know it's real before you spend.

Product research is open on every paid content plan. Product Hunt needs the E-Commerce Plus add-on (included in E-Commerce Plus plans). The brand's setup model must be E-commerce · Local Market or E-commerce+ · Cross-border. The full panel is free with no time limit: brand, accounts, reports. Allowance: 10 captions a month, 2 images a month, 1 videos a month, 1 brand, 1 user.