Product Sourcing Scorecard

Score any product idea in 60 seconds across 6 weighted factors — demand, competition, margin, differentiation, seasonality and compliance. A decision framework, not a crystal ball.

Key FBA terms ACoSAdvertising Cost of Sale — ad spend divided by attributed ad sales; the core Amazon ads efficiency ratio. Learn more TACoSTotal Advertising Cost of Sale — ad spend divided by total sales (organic + ads); measures how much ads drive the whole business. Learn more Dimensional weightVolumetric weight used by carriers (L×W×H÷139 in the US) — bulky packages bill by size, not actual weight. Learn more Referral feeAmazon's commission on each sale — a percentage of the sale price, set by category (15% in most categories). Learn more Size tierAmazon groups FBA inventory into size tiers by dimensions and weight; every tier has its own fulfillment fee schedule. Learn more Fulfillment feeThe per-unit FBA charge for picking, packing, shipping and customer service, billed by size tier. Learn more Fuel surchargeA percentage add-on Amazon applies on top of fulfillment fees to track carrier fuel costs. Learn more Break-even priceThe sale price at which net profit is zero — the floor below which every unit sold loses money. Learn more Long-term storage feeA monthly fee on units sitting in FBA warehouses beyond 181/365 days, charged on top of regular storage. Learn more Inbound placement feeAmazon's per-unit fee for splitting your inbound shipment across multiple fulfillment centers. Learn more
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As an Amazon Associate I earn from qualifying purchases. FBA Calcs is not affiliated with Amazon. Scores are heuristic guidance based on your inputs — they do not guarantee results. Always validate with real search-volume and category data before ordering inventory.

Score each factor (1 = poor, 10 = excellent for you)

1. Market demandweight 25%5
How strong and persistent is the search demand? Check Google Trends, Amazon autocomplete and keyword tools. 10 = high, year-round demand with room to grow.
1 – niche, shrinking, zero searches10 – big, steady, growing
2. Competition levelweight 20%5
Higher score = easier market (fewer established sellers, lower review barriers, less ad pressure). 10 = wide open niche; 1 = saturated, dominated by big brands.
1 – brutal, brand-dominated10 – wide open
3. Profit potentialweight 20%5
Can you realistically hit ≥30% net margin after FBA fees and ads at a competitive price? Higher score = bigger price–cost headroom.
1 – margin under 10%10 – 40%+ margin plausible
4. Differentiation opportunityweight 15%5
Room to improve the product or listing: better materials, bundling, niche features, better photos. 10 = obvious gaps competitors ignore.
1 – commodity, nothing to improve10 – clear gaps everywhere
5. Seasonality stabilityweight 10%5
Higher score = demand is stable all year. 10 = evergreen; 1 = single-season spike (Christmas, summer only) with big inventory risk.
1 – one-season spike10 – fully evergreen
6. Compliance & restriction riskweight 10%5
Higher score = fewer risks (no gated category, no hazmat, no IP landmines, no fragile/return-prone design). 10 = zero compliance concerns.
1 – gated/hazmat/IP/fragile10 – zero concerns
Quick profit reality-check (optional)

Heuristic estimate using an average $4.85 fulfillment fee and the category referral rate — run the exact numbers in the FBA Profit Calculator.

Context (risk flags only)

Cómo leer su puntuación
  • 60+ — candidato sólido; valide demanda y competencia antes de pedir.
  • 40–59 — corrija la dimensión débil (el evaluador la indica) antes de invertir.
  • Menos de 40 — alto riesgo de pérdidas; replantee el producto o el enfoque.
Guías de selección de producto

Result

60
Mixed — needs work
100-point scale · weighted by the six factors
Demand (25%)
Competition (20%)
Profit (20%)
Differentiation (15%)
Seasonality (10%)
Compliance (10%)

    Before you order stock: how to calculate profit for a private-label product and the 6 profit-calculation mistakes new sellers make.

    Adjust weights

    Weights must total 100. Lower a factor you are unsure about and re-score.

    FactorWeight %
    Demand
    Competition
    Profit
    Differentiation
    Seasonality
    Compliance

    Compliance Risk Checklist


    Compliance readiness
    0/2

    When enabled, total score = product score × (1 − weight) + compliance readiness % × weight (rounded to an integer). Switch off to keep the product score untouched; the checklist score always shows independently above.

    Amazon product selectionFBA sourcing checklistproduct scoring frameworkprivate label researchseller tools

    How this product sourcing scorecard works

    This free Amazon product selection scorecard helps FBA sellers evaluate a product idea before spending money on inventory. Most failed Amazon products fail for the same handful of reasons — thin demand, brutal competition, margins that vanish after FBA fees and ads, or compliance surprises. The scorecard forces you to score each of those risks explicitly instead of relying on gut feel.

    Score six weighted factors from 1 to 10, set the context risk flags and get a 100-point result with a clear verdict and actionable warnings. It is a decision framework, not a crystal ball — you still validate with real keyword volume, category sales rank and competitor review data.

    What it scores

    How to use it

    1. Set each slider honestly for your product idea — 10 always means "excellent for you".
    2. Choose your target marketplace and the context risk flags (review barrier, return risk, IP risk).
    3. Adjust the weights if your strategy differs from the defaults (they must total 100).
    4. Click Score This Product, read the verdict and warnings, then run the unit economics in our FBA Profit Calculator.

    Methodology & limits

    The framework uses Amazon's published fee logic and common private-label failure patterns. It works entirely from your inputs — no scraping, no price tracking, no API, in line with Amazon Associates policy. Use the score as a screening gate, not a guarantee.

    Data source: scoring framework based on Amazon fee schedules (Amazon Seller Central, last verified 2026-10-27) and common seller research practice.

    Related tool: Once a product scores well, price it properly — estimate Amazon referral fees, FBA fulfillment fees, net profit and break-even price with the free FBA Profit Calculator.
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    Product sourcing scorecard FAQ

    Is this product sourcing scorecard free?

    Yes — free, no sign-up, no API and no Amazon account access. Scoring runs entirely in your browser and we do not transmit or store your inputs.

    How is the product score calculated?

    Each of the six factors is scored 1–10 and multiplied by its weight (defaults: demand 25%, competition 20%, profit 20%, differentiation 15%, seasonality 10%, compliance 10%), then normalized to a 100-point scale. You can adjust the weights to fit your strategy.

    What should I score before choosing a product on Amazon?

    Score the six factors in order: market demand, competition level, realistic net profit after FBA fees and ads, differentiation opportunity, seasonality and compliance/restriction risk. Then validate with keyword volume, category sales rank and competitor reviews before ordering stock.

    Can this tool tell me whether a product will sell?

    No — it is a decision framework, not a prediction. It surfaces the factors that separate winning and losing FBA products, but real sales data and market validation are still required.

    What do the risk flags mean?

    Context selections (review barrier, return/fragility risk, IP risk) and the compliance factor add warning flags when the profile is risky — for example 500+ review barriers or high patent risk — so weak spots are visible before you commit capital.

    How is this different from the FBA Profit Calculator?

    The scorecard evaluates the product opportunity before you buy inventory (demand, competition, risk). The FBA Profit Calculator prices a specific product — fees, net profit and break-even price. Use the scorecard first, then run the numbers.

    Does this scorecard use live Amazon data?

    No. It works entirely from your inputs using Amazon's published fee logic and a heuristic framework. No scraping, no price tracking and no API — by design, in line with Amazon Associates policy.

    How do I score Amazon products for FBA step by step?

    Rate each of the six factors 1–10 on this Amazon product scoring tool: demand (search volume and category size), competition (review counts and seller density), profit (margin after FBA fees and ads), differentiation (improvement opportunities), seasonality (peak risk) and compliance (restrictions). Apply the preset strategy that matches your model, then treat 70+ as the threshold for ordering inventory.

    What is a good product sourcing score?

    Treat 70/100 as the minimum threshold for ordering inventory, and 80+ as a strong signal — it usually means demand is solid, competition is manageable and margin clears 30% after FBA fees and ads. Below 60, improve at least two weak factors before spending on samples or first orders.

    How do I find a profitable Amazon product niche?

    Score candidate ideas on six factors first — demand, competition, realistic margin, differentiation, seasonality and compliance. Then validate with keyword search volume, category sales rank, competitor review counts and price-cost headroom. Products scoring high on margin and differentiation with low review barriers are the classic winners.

    What return rate should I assume for an Amazon product?

    Use 5–8% for most home, tools and toys categories, 10–15% for electronics, and 20–30% for apparel and footwear. Returns cost you referral and fulfillment fees plus a processing fee on each returned unit, so model them before pricing — the FBA Profit Calculator's Advanced costs section auto-fills the category average.

    Embed this tool

    Copy the snippet into your page — the iframe links back with a follow link, runs 100% client-side, and always stays on the current 2026 fee logic.

    Product Sourcing Scorecard · FBA Profit Calculator