- name
- amazon-review-scraper
- description
- 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
- allowed-tools
- Bash
- metadata
- openclaw
- homepage
- https://github.com/mguozhen/amazon-review-scraper
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 zhAPI 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_TOKENorexport 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)claudeCLI 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