amazon-review-analyzer

1# Amazon Review Analyzer 💬
2 
3Transform customer reviews into competitive intelligence and product improvement roadmaps.
4 
5## Installation
6 
7```bash
8npx skills add nexscope-ai/Amazon-Skills --skill amazon-review-analyzer -g
9```
10 
11## Usage Examples
12 
13**Competitor review analysis:**
14```
15"Analyze reviews for competitor yoga mats - what are customers complaining about?"
16```
17 
18**Product improvement insights:**
19```
20"What do customers love/hate about wireless earbuds under $100?"
21```
22 
23**Market opportunity identification:**
24```
25"Find unmet needs in the home security camera category from reviews"
26```
27 
28## Core Capabilities
29 
30### 1. Sentiment Pattern Analysis
31- Star rating distribution analysis  
32- Positive vs negative theme extraction
33- Emotional sentiment scoring
34- Satisfaction trend identification
35 
36### 2. Complaint Mining & Prioritization
37- Recurring complaint identification
38- Issue severity ranking by frequency
39- Quality vs usability problem separation
40- Return/refund trigger analysis  
41 
42### 3. Feature Request Extraction
43- Customer-suggested improvements
44- Unmet need identification
45- Feature demand prioritization
46- Innovation opportunity mapping
47 
48### 4. Competitive Review Intelligence
49- Cross-competitor sentiment comparison
50- Alternative product mentions
51- Switching behavior patterns
52- Market gap identification
53 
54## How It Works
55 
56### Step 1: Review Data Collection
57*Using web search and Amazon review mining*
58 
59Gather comprehensive review data:
60- Sample recent reviews across rating levels
61…