Amazon Review Monitor — Track, Analyze, Respond

**Never miss a negative review again. AI-drafted responses included.**

3,891 stars

Best use case

Amazon Review Monitor — Track, Analyze, Respond is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

**Never miss a negative review again. AI-drafted responses included.**

Teams using Amazon Review Monitor — Track, Analyze, Respond should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/amazon-review-monitor/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/avmw2025/amazon-review-monitor/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/amazon-review-monitor/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How Amazon Review Monitor — Track, Analyze, Respond Compares

Feature / AgentAmazon Review Monitor — Track, Analyze, RespondStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

**Never miss a negative review again. AI-drafted responses included.**

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Amazon Review Monitor — Track, Analyze, Respond

**Never miss a negative review again. AI-drafted responses included.**

## Description
Monitor reviews for any ASIN. Tracks rating distribution, analyzes sentiment, identifies negative themes, and drafts professional seller responses. Set up alerts for new negative reviews.

## When to Use
- User wants to monitor Amazon product reviews
- User received a negative review and needs a response
- User wants sentiment analysis on their product reviews
- User asks about review trends or customer feedback

## Usage
```bash
# Analyze reviews for an ASIN
cd <skill_dir>/scripts && python3 monitor.py B0XXXXXXXXX

# Analyze 5 pages of reviews on UK marketplace
cd <skill_dir>/scripts && python3 monitor.py B0XXXXXXXXX co.uk 5
```

## What It Does
- Scrapes recent reviews (configurable depth)
- Shows rating distribution (5⭐ to 1⭐ with visual bars)
- Calculates average rating
- Sentiment analysis (positive/negative word detection)
- Identifies top positive and negative themes
- Highlights negative reviews needing responses
- **Drafts professional seller responses** based on complaint type

## Response Templates Cover
- Product freshness/quality issues
- Shipping damage
- Wrong item/expectations mismatch
- General dissatisfaction

## No Dependencies
Pure Python 3. No API keys. No pip install needed.

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