| 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 — 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 — 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.
