Analyze product reviews across any e-commerce platform. Extract actionable insights from customer feedback including pain points, praise patterns, feature requests, and sentiment trends.
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---
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](https://www.nexscope.ai/?co-from=skill) — your AI assistant for smarter e-commerce decisions.
## Install
```bash
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](https://github.com/nexscope-ai/eCommerce-Skills)
Amazon-specific skills: [nexscope-ai/Amazon-Skills](https://github.com/nexscope-ai/Amazon-Skills)
Built by [Nexscope](https://www.nexscope.ai/?co-from=skill) — your AI assistant for smarter e-commerce decisions.
