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Grading System

Every market and product gets a grade like B7 or A10. The letter shows opportunity strength. The number shows room for new sellers. Use grades to scan many markets quickly.

Market summary banner showing a B7 grade badge next to a search keyword, with product table below showing individual product grades

Overview

Researching Amazon markets means reading many signals across many products. Grades collapse that into a quick score so you can decide what to investigate next.

Every grade has two parts:

  • A letter (A through F): how well the market or product scores across key factors. A is strong, F is usually not worth the time.
  • A number (1 through 10): how much opportunity is available. Higher means more room for new sellers.

When you search "yoga mat" and see B7 on the banner, it means the market is solid enough on most factors (B), and there is decent room to test there (7). That is your signal to open the products list and then the Deep Dive Dashboard.

Grades are a starting point

Grades help you scan and filter fast, but they are not your final call. Check the actual Deep Dive Dashboard data before you decide.

Market Grades

The market grade appears on the banner when you search any keyword on Amazon. It evaluates the entire niche, not a single product.

Market grade on the search results banner

What Gets Evaluated

Launch Fast checks four metrics across all the products in the search results. Each metric is scored as ideal, watch, or fail.

FactorWhat it measuresIdealWatchFail
Average PriceTypical selling price in the niche$50 – $250$30 – $50 or $250 – $300Below $30 or above $300
Average CPCCost per click for advertisingUnder $1.00$1.00 – $2.00Over $2.00
Review Barrier% of sellers with under 575 reviewsOver 50% under 57530% – 50% under 575Under 30%
Average RevenueTypical monthly revenue per product$25K – $1M$5K – $25K or $1M – $1.5MBelow $5K or above $1.5M
Market concentration

Launch Fast also measures how much the top 3 sellers dominate revenue. This does not affect the letter grade. It only changes the number. If the top 3 control most of the revenue, the number is lower, which means less room for you.

How the Letter is Determined

The letter grade is based on how many factors fail.

GradeWhat it meansHow to interpret
A10All factors idealEvery metric is in the ideal range. Pricing, CPC, reviews, and revenue are favorable.
B10No fails, some watchNo hard blockers, but one or more metrics are borderline. Most opportunities land here.
C10One factor failsOne important signal is off. A single fail can still be meaningful depending on which metric missed the range.
D10Two factors failTwo metrics are weak. You usually need a clear edge to proceed.
F1Three or more factors failMultiple red flags across key factors. Usually skip unless you have a strong reason to test quickly.

How the Number Works

The number (1–10) reflects how much of the market is available and not dominated by top sellers. A market graded B7 has no failing factors (B), and the top 3 sellers control about 30–40% of revenue. That leaves about 60–70% still available (7).

NumberAvailable market shareWhat it means
1090%+ availableRevenue is spread across many sellers. More room to launch.
7–960%–90% availableCompetition is present but still workable.
4–630%–60% availableTop sellers control meaningful share.
1–3Under 30% availableTop 3 control most revenue.

Why These Thresholds?

The ranges are calibrated for private label sellers entering Amazon. Here is the reasoning behind each factor.

  1. Average Price: $50–$250 ideal

    • Markets below $30 average often have tight margins after fees and ads.
    • Above $300, unit volume usually drops and capital requirements rise.
    • The $50–$250 range usually gives the best balance of margin, demand, and scaling.
  2. Average CPC: Under $1.00 ideal

    • CPC is your cost to acquire visibility.
    • Under $1.00 usually supports profitable launches.
    • Over $2.00 can drain margins unless your listings already convert exceptionally well.
  3. Review Barrier: Over 50% under 575 reviews ideal

    • When most sellers have fewer than 575 reviews, new entrants often have more room to win.
    • If under 30% are below that threshold, incumbents tend to control trust and sales history.
  4. Average Revenue: $25K–$1M ideal

    • Below $5K average can be too small for sustainable testing.
    • Above $1.5M often indicates heavy competition and higher capital intensity.

Product Grades

Inside the Deep Dive Dashboard and on product cards, each listing gets a grade. Product grades use the same letter-and-number pattern, with listing-level metrics. Product grades check these metrics:

Product grade on a product card
FactorIdealWatchFail
Revenue$5K – $100K/mo$2K – $5K or $100K – $200KBelow $2K or above $200K
Price$20 – $70$15 – $20 or $70 – $150Below $15 or above $150
Reviews0 – 500501 – 1,000Over 1,000
BSR1 – 100,000100K – 300KOver 300K

The letter is determined the same way. The number is different: for products, it reflects listing age. That number estimates how quickly a listing can gain momentum after launch, so you can compare how a newer seller might realistically catch up. A product graded A9 has all four metrics ideal and is relatively new. C2 has one failing metric and has been listed longer.

NumberListing age
10Under 3 months
7–93 – 12 months
4–61 – 3 years
1–3Over 3 years

Market Grade vs Product Grade

Two grades, two questions. Use both together. Start with the market grade. If it's B or above, then evaluate product grades inside that market.

Market GradeProduct Grade
WhereDeep Dive Dashboard headerInsert cards, product table
EvaluatesThe entire niche (averages across products)One specific listing
FactorsAvg price, avg CPC, review barrier, avg revenueRevenue, price, reviews, BSR
Number meansAvailable market shareListing age (newer = higher)
AnswersIs this niche worth entering?Is this product a good benchmark?

Best Practices

Use grades to narrow your research:

  • Screen markets first, then open the Deep Dive Dashboard for B+ markets only.
  • B grades are often the best opportunity zone.
  • Watch the number, not just the letter. B7 is usually better than B2.
  • Understand the failing factor before rejecting a C-grade option.

Frequently Asked Questions

Common questions about how grades are calculated and how to apply them in research.