How do I install the Voc Amazon Reviews skill?

Run npx skillmds@latest add knownasnaffy/voc-amazon-reviews in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Voc Amazon Reviews safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: executes scripts, reads secrets. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Voc Amazon Reviews?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Voc Amazon Reviews free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Voc Amazon Reviews?

knownasnaffy (@knownasnaffy) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Voc Amazon Reviews by knownasnaffy — Agent Skill

Name: Voc Amazon Reviews
Rating: 4.2 (5 reviews)
Author: knownasnaffy

Voc Amazon Reviews

VOC AI — Amazon Review Intelligence. Input an ASIN, automatically scrape Amazon reviews and run AI analysis. Outputs a structured bilingual report: sentiment breakdown, top pain points, key selling points, and Listing optimization suggestions. Triggers: voc, amazon review analysis, asin analysis, voice of customer, listing optimization, pain points, selling points, review insights, amazon fba, product research

knownasnaffy Updated Sep 9, 2026 0 repo stars

File contents

VOC AI — Amazon Review Intelligence

Input an ASIN, AI automatically scrapes and deeply analyzes Amazon reviews, outputting a structured bilingual insight report.

Prerequisites

Ensure the browser skill is installed (used for scraping reviews):

npx skills add browserbase/skills@browser

Set your Claude API Key:

export ANTHROPIC_API_KEY="your-api-key"

Quick Start

# Basic analysis (scrapes latest 100 reviews by default)
bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW

# Specify review count
bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW --limit 200

# Specify marketplace (default: amazon.com)
bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW --market amazon.co.uk

# Save report to file
bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW --output report.md

Sample Output

╔══════════════════════════════════════════════════════╗
║     VOC AI Analysis Report                          ║
║  ASIN: B08N5WRWNW  |  Reviews Analyzed: 100         ║
║  Market: amazon.com  |  Generated: 2026-03-08        ║
╚══════════════════════════════════════════════════════╝

📊 Sentiment Distribution
  Positive  ████████████░░░░  74%  (74 reviews)
  Neutral   ███░░░░░░░░░░░░░  16%  (16 reviews)
  Negative  ██░░░░░░░░░░░░░░  10%  (10 reviews)

🔴 Top 5 Pain Points
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. Short battery life (28 mentions)
   "Battery drained in 2 days, very disappointed"

2. Unstable Bluetooth connection (19 mentions)
   "Bluetooth keeps disconnecting randomly"

🟢 Top 5 Selling Points
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. Excellent sound quality (52 mentions)
   "Amazing bass and crystal clear highs for the price"

💡 Listing Optimization Suggestions
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. [Title] Add battery capacity (e.g. 800mAh) and playtime hours
   to reduce negative reviews from mismatched expectations.

2. [Images] Add a scene image showing Bluetooth range and include
   pairing instructions in A+ Content.

3. [Bullets] Lead first bullet with sound quality, use authentic
   customer language like "crystal clear" and "deep bass".

How It Works

① Input ASIN
      ↓
② browser CLI opens Amazon review pages (with pagination)
      ↓
③ Parse review data (rating, body, date, Verified badge)
      ↓
④ Claude AI deep semantic analysis
      ↓
⑤ Output structured bilingual report

Scripts

File	Description
`voc.sh`	Main entry point
`scraper.sh`	Amazon review scraper (based on browser CLI)
`analyze.sh`	Claude API analysis script

Notes

Amazon has strong anti-bot measures — configure BROWSERBASE_API_KEY for reliable remote browser access
Each analysis uses approximately 2,000–5,000 Claude API tokens (~$0.01–$0.03)
Review scraping takes ~5–10 seconds per page; 100 reviews ≈ 1–2 minutes
Please use responsibly — avoid frequent bulk scraping of the same product

Resources

---name: voc-amazon-reviewsdescription: VOC AI — Amazon Review Intelligence. Input an ASIN, automatically scrape Amazon reviews and run AI analysis. Outputs a structured bilingual report: sentiment breakdown, top pain points, key selling points, and Listing optimization suggestions. Triggers: voc, amazon review analysis, asin analysis, voice of customer, listing optimization, pain points, selling points, review insights, amazon fba, product research--- # VOC AI — Amazon Review Intelligence > Input an ASIN, AI automatically scrapes and deeply analyzes Amazon reviews, outputting a structured bilingual insight report. ## Prerequisites Ensure the `browser` skill is installed (used for scraping reviews): ```bash npx skills add browserbase/skills@browser ``` Set your Claude API Key: ```bash export ANTHROPIC_API_KEY="your-api-key" ``` ## Quick Start ```bash # Basic analysis (scrapes latest 100 reviews by default) bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW # Specify review count bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW --limit 200 # Specify marketplace (default: amazon.com) bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW --market amazon.co.uk # Save report to file bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW --output report.md ``` ## Sample Output ``` ╔══════════════════════════════════════════════════════╗ ║ VOC AI Analysis Report ║ ║ ASIN: B08N5WRWNW | Reviews Analyzed: 100 ║ ║ Market: amazon.com | Generated: 2026-03-08 ║ ╚══════════════════════════════════════════════════════╝ 📊 Sentiment Distribution Positive ████████████░░░░ 74% (74 reviews) Neutral ███░░░░░░░░░░░░░ 16% (16 reviews) Negative ██░░░░░░░░░░░░░░ 10% (10 reviews) 🔴 Top 5 Pain Points ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1. Short battery life (28 mentions) "Battery drained in 2 days, very disappointed" 2. Unstable Bluetooth connection (19 mentions) "Bluetooth keeps disconnecting randomly" 🟢 Top 5 Selling Points ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1. Excellent sound quality (52 mentions) "Amazing bass and crystal clear highs for the price" 💡 Listing Optimization Suggestions ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1. [Title] Add battery capacity (e.g. 800mAh) and playtime hours to reduce negative reviews from mismatched expectations. 2. [Images] Add a scene image showing Bluetooth range and include pairing instructions in A+ Content. 3. [Bullets] Lead first bullet with sound quality, use authentic customer language like "crystal clear" and "deep bass". ``` ## How It Works ``` ① Input ASIN ↓ ② browser CLI opens Amazon review pages (with pagination) ↓ ③ Parse review data (rating, body, date, Verified badge) ↓ ④ Claude AI deep semantic analysis ↓ ⑤ Output structured bilingual report ``` ## Scripts | File | Description | |---|---| | `voc.sh` | Main entry point | | `scraper.sh` | Amazon review scraper (based on browser CLI) | | `analyze.sh` | Claude API analysis script | ## Notes - Amazon has strong anti-bot measures — configure `BROWSERBASE_API_KEY` for reliable remote browser access - Each analysis uses approximately 2,000–5,000 Claude API tokens (~$0.01–$0.03) - Review scraping takes ~5–10 seconds per page; 100 reviews ≈ 1–2 minutes - Please use responsibly — avoid frequent bulk scraping of the same product ## Resources - [Amazon Seller Listing Optimization Guide](#) - [How VOC Data Drives Product Improvement](#) - [Using Review Data to Outcompete Rivals](#)

Frequently asked questions