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Voc Publish NPIIr8

输入 Amazon ASIN，通过 Shulex VOC API 拉取指定站点的真实评论，进行情感、痛点与卖点等 AI 语义分析，输出中英双语的 Listing 优化建议报告；需配置 VOC_API_KEY，支持 US、JP 等 10 个站点及评论条数、输出文件参数。

mguozhen
mguozhen
热度 75.47
最近更新 2026-05-18 12:17:36
分类：营销依赖：代码执行 / 第三方 API / 读写文件 / 内部调用大模型应用场景：市场分析 / 报告撰写 / 研究

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add voc-amazon-reviews
Metadata
name
voc-amazon-reviews
description
VOC AI — Amazon Review Intelligence. Input an ASIN, fetch real Amazon reviews via Shulex VOC API and run AI analysis. Outputs a structured bilingual report: sentiment breakdown, top pain points, key selling points, and Listing optimization suggestions. Triggers: voc, amazon review analysis, asin analysis, voice of customer, listing optimization, pain points, selling points, review insights, amazon fba, product research
allowed-tools
Bash
metadata
{"openclaw":{"homepage":"https://github.com/mguozhen/voc-amazon-reviews"}}

VOC AI — Amazon Review Intelligence

Input an ASIN, fetch real Amazon reviews via Shulex VOC API, and get a structured bilingual insight report powered by AI.

Quick Setup (30 seconds)

  1. Get your free API key at apps.voc.ai/openapi
  2. Create a key at API Keys page
  3. Set it:
export VOC_API_KEY="your-api-key"

New accounts include starter credits — enough for multiple analyses.

Usage

# Quick analysis — 8 reviews (5 credits)
bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW

# Deep analysis — 100 reviews (50 credits)
bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW --limit 100

# Japan marketplace
bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW --market JP

# Save report to file
bash ~/.agents/skills/voc-amazon-reviews/voc.sh B08N5WRWNW --limit 100 --output report.md

Supported Marketplaces

Code Marketplace
US amazon.com
CA amazon.ca
MX amazon.com.mx
GB amazon.co.uk
DE amazon.de
FR amazon.fr
IT amazon.it
ES amazon.es
JP amazon.co.jp
AU amazon.com.au

Sample Output

╔══════════════════════════════════════════════════════════╗
║     VOC AI Analysis Report                               ║
║  ASIN: B08N5WRWNW  |  Reviews Analyzed: 100              ║
║  Market: US  |  Generated: 2026-04-18                     ║
╚══════════════════════════════════════════════════════════╝

📊 Sentiment Distribution
  Positive  ████████████████░░░░  74%
  Neutral   ███░░░░░░░░░░░░░░░░░  16%
  Negative  ██░░░░░░░░░░░░░░░░░░  10%

🔴 Top 5 Pain Points
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. Short battery life (28 mentions)
   "Battery drained in 2 days, very disappointed"

🟢 Top 5 Selling Points
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. Excellent sound quality (52 mentions)
   "Amazing bass and crystal clear highs for the price"

💡 Listing Optimization Suggestions
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. Add battery capacity and playtime hours to title

How It Works

① Input ASIN
      ↓
② Shulex VOC API fetches real-time Amazon reviews
      ↓
③ Structured review data (rating, body, date, verified, variant)
      ↓
④ AI deep semantic analysis (sentiment, pain points, selling points)
      ↓
⑤ Bilingual report (Chinese + English)

Cost Guide

Reviews API Credits Use Case
8 (default) 5 credits Quick competitor check
50 25 credits Product validation
100 50 credits Deep analysis
200 100 credits Comprehensive audit

Scripts

File Description
voc.sh Main entry point — orchestrates fetch + analyze
fetch.sh Shulex VOC API client (submit task → poll → get reviews)
analyze.sh AI analysis engine (sentiment, pain points, selling points)
scraper.sh Legacy browser-based scraper (deprecated)

Environment Variables

Variable Required Description
VOC_API_KEY Yes Shulex VOC API key (get one free)

Resources