Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
What This Skill Does
Searches Amazon for product opportunities across up to 10 keywords simultaneously using the LaunchFast MCP. Each keyword gets an opportunity score from 0 to 100 based on market quality, revenue potential, competition level, and pricing. Results are ranked with Go, Investigate, or Pass verdicts alongside supporting market data.
Running up to 10 keywords in parallel with automatic scoring removes the manual back-and-forth of checking each niche one at a time in tools like Jungle Scout or Helium 10.
When to use it
- Research FBA niches before committing to a product
- Compare two product ideas to find the stronger opportunity
- Find low-competition keywords with consistent monthly revenue
- Screen product ideas against price range and review count thresholds
- Scout new Amazon categories when expanding an existing FBA business
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: research yoga mat, resistance bands, foam roller
- 1Calls mcp__launchfast__research_products for all three keywords simultaneously
- 2Extracts grade, revenue, price, review count, and BSR for each product returned
- 3Calculates opportunity score (0-100) per keyword using market quality, revenue, competition, and pricing formula
- 4Ranks keywords in a summary table with GO, INVESTIGATE, or PASS verdicts
- 5Offers follow-up options: supplier research, IP check, or PPC keyword pull
Ranked table showing yoga mat at 74/100 (GO), resistance bands at 55/100 (INVESTIGATE), foam roller at 31/100 (PASS), with market snapshots and key insights for the top results
Requirements
Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.