amazon-review-analyzer

Analyze Amazon customer reviews to extract sentiment, complaints, and feature requests.

42|11|Updated Apr 18, 2026
One-click install
npx skills add https://github.com/liangdabiao/Amazon-Skills-Liang --skill amazon-review-analyzer-liangdabiao
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: amazon-review-analyzer
Source: https://github.com/liangdabiao/Amazon-Skills-Liang/tree/main/skills/amazon-review-analyzer
Command: npx skills add https://github.com/liangdabiao/Amazon-Skills-Liang --skill amazon-review-analyzer-liangdabiao

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

The Amazon Review Analyzer helps sellers understand customer feedback and make data-driven improvements to their products and marketing strategies.

Core Features & Use Cases

  • In-depth Review Analysis: Extracts sentiment patterns, common complaints, feature requests, and competitive insights from customer reviews.
  • Complaint Identification: Identifies frequent and severe issues that need immediate attention.
  • Feature Request Extraction: Finds implicit feature needs expressed by customers in their reviews.
  • Competitor Review Comparison: Compares your product reviews with competitors to uncover competitive advantages and disadvantages.
  • UGC for Marketing: Extracts positive comments to create effective marketing material.
  • Priority Matrix for Improvements: Provides a structured framework to prioritize product enhancements.

Quick Start

Analyze reviews of the product with ASIN B07PQFT83F to understand customer issues and areas for improvement.

Frequently Asked Questions about amazon-review-analyzer

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

FAQPage Schema
How do I analyze Amazon customer reviews to improve my product?

To analyze Amazon customer reviews, use this Skill to extract sentiment patterns, identify common complaints, and find implicit feature requests. It helps sellers make data-driven improvements to product development and marketing strategies by processing consumer feedback trends.

What is the best way to compare my Amazon product reviews with competitors?

The best way to compare Amazon product reviews is by using competitor review analysis to uncover competitive advantages and disadvantages. This extracts insights from competitor consumer feedback to highlight market positioning gaps and identify areas for product development.

Can I extract positive customer comments for Amazon marketing material?

Yes, you can extract positive customer comments to create effective marketing material. The Skill identifies user-generated content within Amazon reviews to help sellers build authentic promotional strategies and improve user satisfaction messaging.

How do I prioritize product improvements based on Amazon seller insights?

You can prioritize product improvements by generating a priority matrix from Amazon seller insights. This structured framework evaluates frequent complaints and severe issues identified in customer reviews to guide data-driven product enhancement decisions.

Do I need specific data formats to extract feature requests from Amazon reviews?

You need access to Amazon product review data to extract implicit feature requests. The Skill analyzes this consumer feedback text to find unmet needs and feature requests expressed by customers, requiring no specific formats beyond accessible review data.