Amazon Review Monitor

Monitor Amazon product reviews by ASIN, analyze ratings and sentiment, identify issues, and draft AI-generated seller responses to negative feedback.

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

# 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.