Amazon Review Scraper

Amazon Review Intelligence — input an ASIN, automatically fetch product reviews via VOC.AI and run Claude AI analysis. Outputs structured VOC report: sentiment breakdown, top pain points, key selling points, listing optimization suggestions, SEO keywords. No scraping needed — uses VOC.AI API. Free tier: 8 reviews per ASIN. Triggers: amazon review, asin analysis, voc analysis, voice of customer, listing optimization, pain points, review scraper, amazon fba research, product research, review analysis, amazon seller

Amazon Review Scraper — VOC Intelligence

Input an ASIN → fetch reviews via VOC.AI → Claude AI analysis → structured report. No browser, no scraping. Powered by VOC.AI API.

Quick Start

# Basic analysis (8 reviews free, English report)
bash voc.sh B08N5WRWNW

# Chinese report
bash voc.sh B08N5WRWNW --lang zh

# More reviews (requires VOC.AI Team plan token)
bash voc.sh B08N5WRWNW --token YOUR_TOKEN --limit 50

# Save to file
bash voc.sh B08N5WRWNW --output report.md

# Fetch only (no AI, saves JSON)
bash voc.sh B08N5WRWNW --scrape-only --output reviews.json

# Analyze existing JSON
bash voc.sh --analyze reviews.json --asin B08N5WRWNW --lang zh

API Token

• Free tier: 8 reviews per ASIN — no token needed
• More reviews: Get a VOC.AI token at https://voc.ai/pricing (Team/Enterprise plan)
• Pass via --token YOUR_TOKEN or export VOC_TOKEN=YOUR_TOKEN

Sample Output

╔══════════════════════════════════════════════════════╗
║     Amazon Review Intelligence Report               ║
║  ASIN: B08N5WRWNW  │  Reviews: 8    │  amazon.com   ║
║  Generated: 2026-04-01 10:30                         ║
╚══════════════════════════════════════════════════════╝

📊 Sentiment Distribution
  Positive  ████████████░░░░  74%  (6 reviews)
  Neutral   ███░░░░░░░░░░░░░  13%  (1 reviews)
  Negative  ██░░░░░░░░░░░░░░  13%  (1 reviews)
  Verified  ████████████████  89% verified purchases

⭐ Rating Distribution
  5★  ███████████████  5
  4★  ████░░░░░░░░░░░  1
  3★  ██░░░░░░░░░░░░░  1
  2★  █░░░░░░░░░░░░░░  0
  1★  █░░░░░░░░░░░░░░  1

  Average Rating: ████  4.2/5.0

────────────────────────────────────────────────────────

## 🔴 Top 5 Pain Points

1. **Short battery life** (3 mentions)
   > "Battery drained in 2 days, very disappointed"
   - Customers expect longer standby time vs. what's advertised

## 🟢 Top 5 Selling Points

1. **Excellent sound quality** (5 mentions)
   > "Amazing bass and crystal clear highs for the price"

## 💡 Listing Optimization
...

Requirements

• Python 3.8+
• requests (auto-installed on first run)
• claude CLI for AI analysis (optional — scrape-only mode works without it)
• VOC.AI API token for more than 8 reviews

Notes

• Default free tier: 8 reviews per ASIN
• Want more? Upgrade to VOC.AI Team plan (https://voc.ai/pricing) — uses credits
• Each AI analysis uses 2,000–5,000 Claude tokens ($0.01–$0.03)
• Supports all Amazon marketplaces via VOC.AI