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。