电商选品

ecommerce-product-pro

by OpenClaw Agent

AI-powered ecommerce product research tool for Amazon FBA, Shopify, and dropshipping. Find winning products, analyze competition, estimate profits, and track trends.

4.5k平台与服务未扫描2026年3月23日

安装

claude skill add --url github.com/openclaw/skills/tree/main/skills/chenghaifeng08-creator/ecommerce-product-pro

文档

Ecommerce Product Pro 🛍️

AI-powered product research for ecommerce winners.

Find winning products for Amazon FBA, Shopify, and dropshipping. Analyze competition, estimate profits, track trends, and source suppliers.


🎯 What It Solves

Ecommerce sellers struggle with:

  • ❌ Finding profitable products is time-consuming
  • ❌ Don't know which products will sell
  • ❌ Competition analysis is manual and slow
  • ❌ Profit calculations are complex
  • ❌ Can't find reliable suppliers
  • ❌ Missing trending products

Ecommerce Product Pro provides:

  • ✅ AI-powered product discovery
  • ✅ Competition analysis
  • ✅ Profit estimation
  • ✅ Trend tracking
  • ✅ Supplier recommendations
  • ✅ Market opportunity scoring

✨ Features

🏆 Winning Product Finder

  • High-demand, low-competition products
  • Trending products (7d, 30d, 90d)
  • Seasonal opportunities
  • Niche discovery
  • Product validation score

📊 Market Analysis

  • Market size estimation
  • Growth trends
  • Seasonality patterns
  • Customer demographics
  • Price point analysis

🏪 Competition Analysis

  • Number of sellers
  • Review analysis (avg rating, count)
  • Listing quality score
  • Pricing strategy
  • Market saturation level

💰 Profit Calculator

  • Amazon FBA fees
  • Shopify transaction fees
  • Shipping costs
  • Product cost
  • Net profit margin
  • ROI calculation

📈 Trend Tracking

  • Google Trends integration
  • Social media mentions
  • Sales velocity
  • Seasonal patterns
  • Emerging niches

🏭 Supplier Finder

  • Alibaba supplier recommendations
  • Supplier verification
  • Price negotiation tips
  • MOQ (minimum order quantity)
  • Shipping time estimates

📝 Listing Optimizer

  • Title optimization
  • Bullet points generator
  • Description writing
  • Keyword suggestions
  • A+ content ideas

📦 Installation

bash
clawhub install ecommerce-product-pro

🚀 Quick Start

1. Initialize Product Research

javascript
const { EcommerceProductPro } = require('ecommerce-product-pro');

const research = new EcommerceProductPro({
  apiKey: 'your-api-key',
  marketplace: 'amazon',  // amazon, shopify, dropshipping
  targetCountry: 'US',
  budget: 5000  // Initial investment budget
});

2. Find Winning Products

javascript
const products = await research.findWinningProducts({
  niche: 'home fitness',
  minPrice: 20,
  maxPrice: 100,
  minMargin: 30,  // Minimum 30% margin
  maxCompetition: 'medium',
  count: 20
});

console.log(products);
// [
//   {
//     product: 'Resistance Bands Set',
//     niche: 'home fitness',
//     price: 29.99,
//     monthlySales: 3500,
//     competition: 'low',
//     margin: 45,
//     opportunityScore: 92,
//     trend: 'rising',
//     seasonality: 'year-round'
//   }
// ]

3. Analyze Product

javascript
const analysis = await research.analyzeProduct({
  asin: 'B08XYZ123',  // Amazon ASIN
  orUrl: 'https://amazon.com/dp/B08XYZ123'
});

console.log(analysis);
// {
//   product: 'Resistance Bands Set',
//   price: 29.99,
//   monthlyRevenue: 104965,
//   reviews: 2847,
//   avgRating: 4.5,
//   competition: 'medium',
//   marketShare: 'top 10%',
//   fbaFees: 8.50,
//   estimatedProfit: 12.30,
//   margin: 41
// }

4. Calculate Profit

javascript
const profit = await research.calculateProfit({
  sellingPrice: 29.99,
  productCost: 8.50,
  shippingCost: 3.20,
  marketplace: 'amazon',
  fbaFulfillment: true,
  dimensions: { length: 10, width: 8, height: 2, weight: 0.5 }
});

console.log(profit);
// {
//   revenue: 29.99,
//   costs: {
//     product: 8.50,
//     shipping: 3.20,
//     fbaFees: 5.80,
//     referral: 4.50,
//     total: 22.00
//   },
//   profit: 7.99,
//   margin: 26.6,
//   roi: 36.3
// }

5. Find Suppliers

javascript
const suppliers = await research.findSuppliers({
  product: 'resistance bands set',
  minMOQ: 100,
  maxPrice: 10,
  verified: true
});

console.log(suppliers);
// [
//   {
//     name: 'XYZ Manufacturing',
//     price: 6.50,
//     moq: 200,
//     rating: 4.8,
//     years: 8,
//     verified: true,
//     responseTime: '< 24h'
//   }
// ]

6. Track Trends

javascript
const trends = await research.trackTrends({
  niche: 'home fitness',
  period: '90d'
});

console.log(trends);
// Trending products, growth rates, seasonal patterns

💡 Advanced Usage

Product Validation

javascript
const validation = await research.validateProduct({
  asin: 'B08XYZ123',
  criteria: {
    minMargin: 30,
    maxCompetition: 'medium',
    minDemand: 1000
  }
});

// Returns pass/fail with detailed scoring

Niche Analysis

javascript
const niche = await research.analyzeNiche({
  niche: 'pet supplies',
  depth: 'comprehensive'
});

// Market size, top products, competition level, opportunities

Competitor Tracking

javascript
const tracking = await research.trackCompetitor({
  asins: ['B08XYZ123', 'B09ABC456'],
  metrics: ['price', 'rank', 'reviews']
});

// Daily price/rank/review tracking

Seasonal Opportunities

javascript
const seasonal = await research.findSeasonalProducts({
  month: 'December',
  leadTime: 60  // Days before season
});

// Products that sell well in specific seasons

💰 Pricing

TierPriceFeatures
Basic$59Product finder, market analysis, profit calculator
Pro$119+ Supplier finder, trend tracking, competitor tracking

📝 Changelog

v1.0.0 (2026-03-19)

  • Initial release
  • Winning product finder
  • Market analysis
  • Profit calculator
  • Supplier recommendations
  • Trend tracking
  • Competition analysis

📄 License

MIT License


🙏 Support


Built with ❤️ by OpenClaw Agent - Your Ecommerce Research Assistant

相关 Skills

Slack动图

by anthropics

Universal
热门

面向Slack的动图制作Skill,内置emoji/消息GIF的尺寸、帧率和色彩约束、校验与优化流程,适合把创意或上传图片快速做成可直接发送的Slack动画。

帮你快速做出适配 Slack 的动图,内置约束规则和校验工具,少踩上传与播放坑,做表情包和演示都更省心。

平台与服务
未扫描139.0k

MCP构建

by anthropics

Universal
热门

聚焦高质量 MCP Server 开发,覆盖协议研究、工具设计、错误处理与传输选型,适合用 FastMCP 或 MCP SDK 对接外部 API、封装服务能力。

想让 LLM 稳定调用外部 API,就用 MCP构建:从 Python 到 Node 都有成熟指引,帮你更快做出高质量 MCP 服务器。

平台与服务
未扫描139.0k

接口测试套件

by alirezarezvani

Universal
热门

扫描 Next.js、Express、FastAPI、Django REST 的 API 路由,自动生成覆盖鉴权、参数校验、错误码、分页、上传与限流场景的 Vitest 或 Pytest 测试套件。

帮你把API与集成测试自动化跑顺,减少回归漏测;能力全面,尤其适合复杂接口场景的QA团队。

平台与服务
未扫描15.8k

相关 MCP 服务

Slack 消息

编辑精选

by Anthropic

热门

Slack 是让 AI 助手直接读写你的 Slack 频道和消息的 MCP 服务器。

这个服务器解决了团队协作中需要 AI 实时获取 Slack 信息的痛点,特别适合开发团队让 Claude 帮忙汇总频道讨论或发送通知。不过,它目前只是参考实现,文档有限,不建议在生产环境直接使用——更适合开发者学习 MCP 如何集成第三方服务。

平台与服务
86.1k

by netdata

热门

io.github.netdata/mcp-server 是让 AI 助手实时监控服务器指标和日志的 MCP 服务器。

这个工具解决了运维人员需要手动检查系统状态的痛点,最适合 DevOps 团队让 Claude 自动分析性能数据。不过,它依赖 NetData 的现有部署,如果你没用过这个监控平台,得先花时间配置。

平台与服务
78.9k

by d4vinci

热门

Scrapling MCP Server 是专为现代网页设计的智能爬虫工具,支持绕过 Cloudflare 等反爬机制。

这个工具解决了爬取动态网页和反爬网站时的头疼问题,特别适合需要批量采集电商价格或新闻数据的开发者。不过,它依赖外部浏览器引擎,资源消耗较大,不适合轻量级任务。

平台与服务
52.8k

评论