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BytesAgain β€Ί Skills β€Ί Product Review Analysis
πŸ¦€ ClawHub

Product Review Analysis

by @nexscope

Analyze product reviews across any e-commerce platform. Extract actionable insights from customer feedback including pain points, praise patterns, feature re...

Versionv1.0.0
Downloads340
#clawhub
TERMINAL
clawhub install product-review-analysis

πŸ“– About This Skill

name: product-review-analysis description: "Analyze product reviews across any e-commerce platform. Extract actionable insights from customer feedback including pain points, praise patterns, feature requests, and sentiment trends." metadata: nexscope: emoji: "⭐" category: ecommerce

Product Review Analysis ⭐

Analyze product reviews across any e-commerce platform. Extract actionable insights from customer feedback including pain points, praise patterns, feature requests, and sentiment trends.

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

Built by Nexscope β€” your AI assistant for smarter e-commerce decisions.

Install

npx skills add nexscope-ai/eCommerce-Skills --skill product-review-analysis -g

Usage

I have 200 reviews on my Etsy shop averaging 4.5 stars. Help me analyze the negative reviews to find product improvement opportunities.

Capabilities

  • Multi-platform review aggregation framework (Amazon, Etsy, Shopify, etc.)
  • Sentiment trend analysis over time
  • Pain point categorization and frequency ranking
  • Feature satisfaction scoring
  • Review authenticity signal detection
  • Competitive review benchmarking

    • How This Skill Works

    Step 1: Collect information from the user's message β€” 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 β€” your AI assistant for smarter e-commerce decisions.

    πŸ’‘ Examples

    I have 200 reviews on my Etsy shop averaging 4.5 stars. Help me analyze the negative reviews to find product improvement opportunities.