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liangdabiao
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category-selection

Analyze Amazon categories and generate Markdown, Excel, and HTML reports.

685|104|Updated Mar 2, 2026
Search Tags:#analysis#data#mcp#reporting#amazon#category
One-click install
npx skills add https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill --skill category-selection
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: category-selection
Source: https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill/tree/main/.claude/skills/category-selection
Command: npx skills add https://github.com/liangdabiao/amazon-sorftime-research-MCP-skill --skill category-selection

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the time-consuming process of researching Amazon product categories, generating structured insights and ready-to-share reports.

Core Features & Use Cases

  • Automated category discovery across marketplaces, Top-100 product insights, pricing trends, and competitor signals.
  • Generates Markdown analysis, Excel dashboards, and HTML dashboards for stakeholder sharing.
  • Use Case: An e-commerce team wants to evaluate a category like Sofas on US marketplace and produce a report with rankings, price distributions, and brand shares.

Quick Start

Invoke the command with a category name and site to run the analysis, e.g., "Sofas" US 20.

Frequently Asked Questions about category-selection

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate Amazon category research and generate actionable reports?▼

Automate Amazon category research by analyzing top products, pricing, reviews, and trends across marketplaces. The workflow generates Markdown, Excel, HTML, and JSON reports with rankings and brand shares.

Can I analyze competitor signals and pricing trends for Amazon product categories?▼

Yes, you can analyze competitor signals and pricing trends for Amazon product categories. The skill evaluates Top-100 product insights and applies a five-dimension scoring model to deliver recommended actions.

What is the best way to evaluate an Amazon category across different marketplaces?▼

The best way to evaluate an Amazon category across marketplaces is using an automated workflow that discovers categories and produces structured Excel and HTML dashboards for stakeholder sharing.

Does Amazon category analysis require any specific dependencies or environments?▼

Amazon category analysis requires the Python requests dependency to function. You invoke the command with a category name, site, and sample size, such as Sofas US 20, to run the analysis.

What output formats are generated when researching Amazon product categories?▼

When researching Amazon product categories, the generated output formats include Markdown for analysis, Excel for dashboards, HTML for stakeholder sharing, and JSON for structured data consumption.

How does the five-dimension scoring model work for Amazon category selection?▼

The five-dimension scoring model for Amazon category selection evaluates top products, pricing distributions, and review trends to produce actionable decisions and recommended actions automatically.

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