product-research
Amazon FBA Product Research Skill
This skill implements the LegacyX FBA product research methodology using LaunchFast MCP tools. It guides structured evaluation of Amazon niches and products to identify profitable launch opportunities.
Core Research Criteria (LegacyX FBA)
Every product opportunity MUST be evaluated against these criteria. These are non-negotiable baselines:
| Criteria | Threshold | How to Check with LaunchFast |
|---|---|---|
| Total niche revenue | > $200,000/month | Sum monthly_revenue across top 20 products from research_products (balanced, product_limit=20) |
| Average price | $25+ minimum ($40+ preferred) | market.avg_price from research_products |
| Average reviews | 500 or fewer | market.avg_reviews from research_products |
| Avg revenue per seller | $5,000+/month | Compute: total niche revenue / number of sellers |
| Market not dominated | Top 2-3 sellers < 50% of niche revenue | Check market.brand_concentration + sort products by monthly_revenue descending and calculate top-seller share |
| Profit margin | 30% minimum before ad costs | Manual calculation (see Profitability section below) |
| Search volume exists | NOT "N/A" | market.search_volume must be a real number. If 0 or missing, find the broader main keyword and re-research |
Exceptions to the 500-Review Rule
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