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product-review-analysis

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Product Review Analysis ⭐

产品评论分析 ⭐

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.
分析任意电商平台的产品评论，从客户反馈中提取可落地的洞察，包括痛点、好评规律、功能需求以及情感趋势。
支持的平台： Amazon, Shopify, WooCommerce, Walmart, TikTok Shop, Etsy, eBay, BigCommerce.
由Nexscope打造——助力您做出更明智电商决策的AI助手。

Install

安装

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

Usage

使用示例

I have 200 reviews on my Etsy shop averaging 4.5 stars. Help me analyze the negative reviews to find product improvement opportunities.
我的Etsy店铺有200条评论，平均评分4.5星。帮我分析负面评论，找出产品改进的机会。

Capabilities

功能特性

  • 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
  • 多平台评论聚合框架（Amazon、Etsy、Shopify等）
  • 随时间变化的情感趋势分析
  • 痛点分类与频率排名
  • 功能满意度评分
  • 评论真实性信号检测
  • 竞品评论基准对比

How This Skill Works

该Skill的工作流程

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.
步骤1： 从用户消息中收集信息——产品、平台、当前状况及目标。
步骤2： 用选择题形式提出所有剩余问题作为跟进提问，允许简写回答（例如："1b 2c 3a"）。
步骤3： 使用以下框架和方法进行调研分析。
步骤4： 交付结构化、可落地的输出内容，包含具体建议，而非模糊的指导。

Output Format

输出格式

  • 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
  • 以调研结果摘要开头
  • 包含可用的具体数据点和基准
  • 提供优先级排序的行动项
  • 基于不完整数据得出的估算结果标记⚠️
  • 以具体的下一步行动结尾

Other Skills

其他技能

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.
更多电商技能：nexscope-ai/eCommerce-Skills
亚马逊专属技能：nexscope-ai/Amazon-Skills
由Nexscope打造——助力您做出更明智电商决策的AI助手。