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liangdabiao
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amazon-seller-analytics

Analyze Amazon seller shops and product portfolios for revenue and growth.

42|11|Updated Apr 18, 2026
Search Tags:#amazon#growth analysis#product analysis#revenue estimation#seller analysis
One-click install
npx skills add https://github.com/liangdabiao/Amazon-Skills-Liang --skill amazon-seller-analytics-liangdabiao
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: amazon-seller-analytics
Source: https://github.com/liangdabiao/Amazon-Skills-Liang/tree/main/skills/amazon-seller-analytics
Command: npx skills add https://github.com/liangdabiao/Amazon-Skills-Liang --skill amazon-seller-analytics-liangdabiao

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides in-depth analysis of Amazon seller shops and product portfolios, offering valuable insights into competitor strategies and business models.

Core Features & Use Cases

  • Seller Shop Analysis: Analyze product mix, pricing strategy, review accumulation, and growth trajectory.
  • Revenue Estimation: Estimate seller revenue based on BSR and category benchmarks.
  • Product Portfolio Assessment: Identify bestsellers, long-tail products, and new products.
  • Review Analysis: Evaluate review growth rate and quality.
  • Growth Trajectory Estimation: Predict the future growth of a product.
  • Competitive Positioning Analysis: Identify the competitive positioning of the seller.
  • Use Case: Understand a competitor's pricing strategy, identify their bestsellers, and predict their future growth trajectory.

Quick Start

Analyze the strategy of the Amazon seller 'Seller Name' with around 50 products.

Frequently Asked Questions about amazon-seller-analytics

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

FAQPage Schema
How do I estimate Amazon seller revenue from BSR data?▼

To estimate Amazon seller revenue from BSR data, this Skill maps Best Seller Rank metrics to sales volume using industry statistics and experience parameters. It fetches product listings to calculate estimated revenue for competitor shops.

What is the best way to analyze an Amazon competitor's product portfolio?▼

Analyzing an Amazon competitor's product portfolio involves evaluating their product mix, pricing strategy, and review accumulation. This Skill identifies bestsellers, long-tail products, and new items to reveal competitive positioning.

Can I predict the future growth trajectory of Amazon products?▼

You can predict the future growth trajectory of Amazon products by assessing historical BSR data and review growth rates. This Skill evaluates these metrics to estimate future product performance and shop growth patterns.

Do I need access to an Amazon seller shop page to analyze product mix?▼

Yes, you need access to the Amazon seller shop page and product details to analyze product mix. This Skill uses web_fetch to collect product listings and BSR data directly from the shop page.

How does BSR to sales volume mapping work for Amazon sellers?▼

BSR to sales volume mapping for Amazon sellers works by applying industry statistics and experience parameters to Best Seller Rank data. This mechanism converts ranking positions into estimated daily sales volume for revenue analysis.

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