Amazon Review Analyzer 💬

Deep-dive Amazon review analysis. Extract sentiment patterns, recurring complaints, feature requests, and competitive insights from product reviews. Turn customer feedback into product improvement and marketing opportunities.

Supported platforms: Amazon, Shopify, WooCommerce, Walmart, TikTok Shop, Etsy, eBay, BigCommerce.

Built by Nexscope — your AI assistant for smarter e-commerce decisions.

Install

CODEBLOCK0

Usage

CODEBLOCK1

Capabilities

• - Sentiment analysis across star ratings (positive/negative/neutral themes)
• Recurring complaint identification and severity ranking
• Feature request extraction from customer language
• Competitor review comparison (what customers like about alternatives)
• UGC (user-generated content) mining for marketing copy
• Review-based product improvement priority matrix

How This Skill Works

Step 1: Collect information from the user's message — product, platform, current situation, and goals.

Step 2: Ask one follow-up with all remaining questions using multiple-choice format. Allow shorthand answers (e.g., "1b 2c 3a").

Step 3: Research and analyze using the frameworks and methodology below.

Step 4: Deliver structured, actionable output with specific recommendations, not vague advice.

Output Format

• - Start with a summary of findings
• Include specific data points and benchmarks where available
• Provide prioritized action items
• Mark estimates with ⚠️ when based on incomplete data
• End with concrete next steps

Other Skills

More e-commerce skills: nexscope-ai/eCommerce-Skills

Amazon-specific skills: nexscope-ai/Amazon-Skills

Built by Nexscope — your AI assistant for smarter e-commerce decisions.