---
nexscope:
  name: "Customer Feedback Analysis"
  category: "Reviews & Reputation"
  version: "1.0.0"
  author: "Nexscope AI"
  tags:
    - "reviews"
    - "sentiment-analysis"
    - "customer-feedback"
    - "product-improvement"
  model: "any"
  tokens: "~2000"
  keywords:
    - "customer feedback analysis"
    - "review sentiment analysis"
---

# Customer Feedback Analysis

AI-powered customer feedback and review sentiment analysis skill. Extracts pain points, feature requests, and improvement priorities from customer reviews across e-commerce platforms.

## Capabilities

- Generates actionable reviews & reputation frameworks based on your specific business context
- Works across major e-commerce platforms (Amazon, Shopify, Walmart, WooCommerce, Etsy, TikTok Shop)
- Provides data-driven recommendations with industry benchmarks
- Outputs ready-to-implement plans, not just generic advice

## Install

```
clawhub install customer-feedback-analysis
```

## Usage

**Input:**
Product reviews, customer feedback data, brand/ASIN

**Output:**
Sentiment analysis report, pain point extraction, feature request ranking, improvement priority matrix

### Example Prompt

> "I run a [your business type] on [platform]. Help me set up customer feedback analysis for my business. Here's my current situation: [describe context]."

## Limitations

- Requires your specific business data for accurate recommendations
- Market benchmarks are based on US/EU data — adjust for other regions
- Recommendations should be validated against your platform's current policies
- Does not replace dedicated monitoring SaaS tools — designs the strategy and framework

---

*Built by [Nexscope AI](https://www.nexscope.ai/?co-from=skill) — AI-powered e-commerce intelligence.*