Launchfast Product Research

What This Skill Does

The LaunchFast Product Research skill acts as an intelligent Amazon FBA analyst. It integrates directly with the LaunchFast MCP to perform high-velocity market data retrieval across multiple niches simultaneously. Unlike manual research, this agent automates the entire process: it scans keywords, evaluates product listings against the proprietary A10-F1 grading system, calculates an opportunity score (0-100), and provides a binary decision (Go/Pass) based on market saturation, revenue potential, and price-point viability. It is designed to save hours of manual browsing by surfacing winning opportunities in seconds.

Installation

You can install this skill directly via the OpenClaw command-line interface. Run the following command in your terminal: clawhub install openclaw/skills/skills/blockchainhb/launchfast-product-research Ensure that you have the LaunchFast MCP server configured and connected in your OpenClaw environment before execution, as the skill relies on the mcp__launchfast__research_products tool to fetch live marketplace data.

Use Cases

This tool is primarily designed for Amazon FBA sellers, e-commerce entrepreneurs, and market researchers. Common use cases include:

• Validating product ideas before committing to procurement or manufacturing.
• Comparing the profitability of multiple niches side-by-side to prioritize inventory investment.
• Identifying 'low-hanging fruit' opportunities with high revenue potential but low barrier-to-entry (low review counts).
• Scouting emerging trends to get ahead of the market curve.

Example Prompts

1. "Find winning products for FBA in the home office niche. Please check keywords like 'ergonomic mouse pad', 'laptop stand', and 'monitor riser'."
2. "Compare the product opportunities for 'silicone baking mats' vs 'bamboo cutting boards'. Which one is a better entry point for a new seller?"
3. "Is 'portable blender' a good opportunity right now? Use the standard filters for price and monthly revenue."

Tips & Limitations

• Parallel Execution: Always provide multiple keywords (up to 10) to maximize the agent's parallel processing capabilities.
• Default Filters: If you do not specify parameters, the agent assumes a default monthly revenue of $5,000 and a price range of $15-$60. You can override these in your prompt for more tailored results.
• Scoring Logic: The Opportunity Score is calculated based on a weighted formula. An 'A' grade represents the gold standard for listing quality. Focus on keywords where the 'Avg Grade' is at least a B5. Be aware that seasonal fluctuations may affect the results provided by the MCP.