Amazon Review Analyzer
This one pulls sentiment patterns and recurring complaints from Amazon product reviews so you can figure out what customers actually hate about competitor products. It works across Amazon, Shopify, Walmart, and a few other platforms. The workflow is straightforward: you ask about a product, it follows up with clarifying questions in multiple choice format, then delivers a breakdown of complaints ranked by severity plus feature requests extracted from review language. Useful when you're planning a product launch and want to know exactly which pain points to fix, or when you need real customer language for marketing copy. Built by Nexscope, outputs actionable priorities instead of generic sentiment scores.
- skills.sh installs
- 1.4K
- GitHub stars
- 855
- last updated
- Aug 21, 2026
Install
$ npx -y skills add nexscope-ai/amazon-skills --skill amazon-review-analyzer --agent claude-codeInstalls into .claude/skills of the current project.
Files
Amazon Review Analyzer 💬
Transform customer reviews into competitive intelligence and product improvement roadmaps.
Installation
npx skills add nexscope-ai/Amazon-Skills --skill amazon-review-analyzer -g
Usage Examples
Competitor review analysis:
"Analyze reviews for competitor yoga mats - what are customers complaining about?"
Product improvement insights:
"What do customers love/hate about wireless earbuds under $100?"
Market opportunity identification:
"Find unmet needs in the home security camera category from reviews"
Core Capabilities
1. Sentiment Pattern Analysis
- Star rating distribution analysis
- Positive vs negative theme extraction
- Emotional sentiment scoring
- Satisfaction trend identification
2. Complaint Mining & Prioritization
- Recurring complaint identification
- Issue severity ranking by frequency
- Quality vs usability problem separation
- Return/refund trigger analysis
3. Feature Request Extraction
- Customer-suggested improvements
- Unmet need identification
- Feature demand prioritization
- Innovation opportunity mapping
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- Repository
- github.com/nexscope-ai/amazon-skills
- Categories
- Git & Pull Requests, Code Review & Quality, Marketing & SEO
- First seen
- Jun 3, 2026
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