Prompt Details
Model
(claude-4-6-sonnet)
Token size
368
Example input
[PRODUCT_IDEA]: Silicone spatula set 5-piece
[FINANCIALS]: $18.99 sell - $4.20 COGS incl. shipping
[MARKET_DATA]: BSR ~2,800 Kitchen, 22,000 searches per month silicone spatula set, stable trend
[COMPETITION]: ASIN1: 4,200 reviews - ASIN2: 2,800 reviews - ASIN3: 890 reviews
[BUDGET]: 6,000
Example output
Financial Viability
PASS
Gross margin: ($18.99 - $4.20) / $18.99 = 77.9% Net margin after 15% referral ($2.85) + est. FBA fee $3.40: ($18.99 - $4.20 - $2.85 - $3.40) / $18.99 = 44.4% — strong. Break-even: at $8.54 net profit/unit, you need ~703 units/month to cover $6,000 launch budget — achievable if BSR data holds. Budget check: $6,000 covers ~1,400 units at COGS ($5,880) with ~$120 buffer for PPC seed. Tight but workable if supplier MOQ ≤ 500 units.
OVERALL VERDICT: BORDERLINE — 6/10
1. The margins and market size are genuinely good — this is not a bad product financially. 2. The competition barrier is the real problem. Entering at "another spatula set" will not work. You need a meaningful differentiation angle before ordering. 3. Your $6,000 budget is technically sufficient but leaves almost no safety margin. A 30% supplier delay or a slow PPC start could push you into a cash-flow problem in month 2. Recommendation: go back to the product with a clear differentiation angle (bundle, premium material story, niche positioning like "heat-resistant up to 600°F for cast iron") and revalidate before placing an order.
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CLAUDE-4-6-SONNET
A structured go/no-go framework for Amazon FBA product research. Input your financials, market data, competition, and budget — get a scored analysis across four dimensions with a plain-language verdict. Works with data from Helium 10, JungleScout, or manual research.
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