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amazon-movers-shakers

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Updated 10-16 00:02

About this skill

Amazon Movers & Shakers Data Retrieval (Amazon Movers & Shakers)

Core Positioning

This is a data source tool for cross-border e-commerce product selection. Obtain recently surging products from Amazon Movers & Shakers to discover real demand and market trends.

Data Sources (priority from high to low)

1. SellerSprite API (recommended)

SellerSprite is a leading Amazon data analysis platform in China, providing professional API interfaces:

Advantages：

  • Accurate and stable data
  • Includes in-depth data such as monthly sales and monthly revenue
  • No anti-scraping risk
  • Supports keyword search, category bestsellers, and more

API Interfaces：

Interface Description
/traffic/keyword/stat/{marketplace}/{asin}/ Keyword traffic data
/product/info/{marketplace}/{asin}/ Product details
/bestsellers/{marketplace}/{category_id}/ Category bestsellers
/search/{marketplace}/ Product search
/market/trends/{marketplace}/{category_id}/ Market trends

2. Real scraping

Amazon Movers & Shakers page:

  • United States: https://www.amazon.com/Best-Sellers/zgbs
  • United Kingdom: https://www.amazon.co.uk/Best-Sellers/zgbs
  • Germany: https://www.amazon.de/Best-Sellers/zgbs
  • Japan: https://www.amazon.co.jp/Best-Sellers/zgbs

3. Mock data (fallback)

When both API and scraping fail, use preset Mock data

Supported Categories

Category Code Category Name Description
home-garden Home & Kitchen Home & Kitchen (Loctek priority)
electronics Electronics Electronics
sports Sports & Outdoors Sports & Outdoors
office Office Products Office Products
toys Toys & Games Toys & Games
health Health & Personal Care Health & Personal Care
beauty Beauty & Personal Care Beauty & Personal Care
pet-supplies Pet Supplies Pet Supplies
automotive Automotive Automotive
garden Patio, Lawn & Garden Patio, Lawn & Garden

Input Parameters

{
  "site": "amazon.com",
  "category": "home-garden",
  "limit": 20,
  "min_price": 10.0,
  "max_price": 100.0,
  "exclude_brands": ["Amazon Basics"],
  "time_window": "24h"
}
Parameter Type Required Default Value Description
site string No amazon.com Amazon marketplace
category string No All Categories Product category
limit int No 20 Number of products to return
min_price float No None Minimum price filter
max_price float No None Maximum price filter
exclude_brands list No [] Excluded brands
time_window string No 24h Time window

Output Format

{
  "metadata": {
    "site": "amazon.com",
    "category": "Home & Kitchen",
    "scrape_time": "2026-02-26T10:30:00Z",
    "total_products": 100,
    "returned_products": 20
  },
  "products": [
    {
      "rank": 1,
      "rank_change": "+256",
      "asins": "B0XXXXXXXXX",
      "title": "Standing Desk Converter, Height Adjustable...",
      "url": "https://www.amazon.com/dp/B0XXXXXXXXX",
      "image_url": "https://m.media-amazon.com/images/I/xxx.jpg",
      "price": "$89.99",
      "price_value": 89.99,
      "currency": "USD",
      "rating": 4.5,
      "review_count": 1256,
      "prime": true,
      "category_path": "Home & Kitchen > Furniture > Home Office Furniture",
      "sellers_info": {
        "seller": "Brand Name",
        "is_amazon": false
      },
      "trend": {
        "direction": "up",
        "momentum": "strong",
        "change_percentage": "+256%"
      },
      "keywords": ["standing desk", "desk converter", "height adjustable"],
      "suitable_for_temu": true,
      "notes": "家居办公类，适合 Temu 上架"
    }
  ]
}

Data Field Descriptions

Field Description
rank Current Movers & Shakers ranking
rank_change Ranking change (e.g., +256 means up 256 places)
asins Amazon Standard Identification Number
title Product title
price_value Price value (for subsequent calculations)
rating Average rating (1-5)
review_count Number of reviews
prime Is it a Prime product
trend.direction Trend direction (up/down/stable)
trend.momentum Momentum strength (strong/medium/weak)
suitable_for_temu Whether suitable for Temu (preliminary judgment)

Filtering logic

Automatic filtering conditions

The following types of products are automatically marked as suitable_for_temu: false：

  1. High qualification threshold category

    • Medical devices (require FDA certification)
    • Infant food/products (strictly regulated)
    • Drugs/health supplements (require certification)

  2. Brand monopoly category

    • Accessories for major brands such as Apple, Samsung
    • Products with obvious brand protection

  3. Too low price category

    • Selling price < $5 (insufficient profit margin)

  4. Oversized category

    • Large furniture, home appliances (high logistics costs)

Priority recommendation conditions

The following types of products are prioritized and marked as suitable_for_temu: true：

  1. Home and office category(Loctek's main business)

    • Standing desks, desk-side racks
    • Office storage, desk mats
    • Ergonomic accessories

  2. Light and small items category

    • Weight < 1kg
    • Small size, low shipping cost

  3. Bundle category

    • Multi-pack
    • Matching product bundles

Usage methods

Method 1: SellerSprite API (recommended)

Use the SellerSprite API to obtain data, stable and reliable:

# 设置环境变量
export SELLERSPRITE_API_KEY="your_api_key"

# 使用卖家精灵 API
python scripts/scrape_amazon.py --source sellersprite --keyword "standing desk" --limit 20

# 或通过命令行传入 API Key
python scripts/scrape_amazon.py --source sellersprite --api-key YOUR_KEY --keyword "desk converter"

SellerSprite MCP configuration（Claude Code）：

{
  "mcpServers": {
    "sellersprite": {
      "url": "https://mcp.sellersprite.com/sse",
      "headers": {
        "secret-key": "YOUR_API_KEY"
      }
    }
  }
}

Method 2: Real crawling

When there is no API Key, automatically attempt crawling:

python scripts/scrape_amazon.py --source scrape --category home-garden --limit 20

Method 3: Web search retrieval

When direct crawling is not possible, use the WebSearch tool:

搜索词: "site:amazon.com Movers and Shakers Home Kitchen"

Method 4: WebFetch retrieval

Directly retrieve page content:

URL: https://www.amazon.com/Best-Sellers-Home-Kitchen/zgbs/home-garden

Method 5: Manual user input

Users can manually provide information on products from the rising trends list, and the skill performs structured processing.

Method 6: Mock data (fallback)

Force the use of Mock data:

python scripts/scrape_amazon.py --source mock --category home-garden --limit 10

Automatic mode (default)

Automatically select the best data source:

# 自动模式：卖家精灵 API → 真实爬取 → Mock 数据
python scripts/scrape_amazon.py --source auto --keyword "standing desk"

Collaboration with other Skills

  • Output data for temu-competitor-search to search for competing products
  • Output data for ali1688-sourcing to find supply chains
  • Output data for temu-pricing-calculator to perform price verification

Notes

  1. Crawler limitations: Amazon has anti-crawling mechanisms; it is recommended to:

    • Control request frequency
    • Use proxy rotation
    • Simulate real user behavior

  2. Data timeliness: Rising trends list data is updated hourly; it is recommended to refresh regularly

  3. Price fluctuations: Prices may be abnormal during promotions; historical prices need to be monitored

  4. Compliance risks: Some products may have patent/copyright issues and require further verification

Example usage

Example 1: Get rising home products

用户：帮我看看亚马逊家居类最近有什么飙升的产品

执行：
1. 访问亚马逊 Movers & Shakers 家居类页面
2. 提取前 20 个飙升产品
3. 筛选适合 Temu 的产品
4. 返回结构化数据

Example 2: Filter by price range

用户：找亚马逊上 $20-$50 之间飙升的办公产品

执行：
1. 获取办公用品类飙升榜
2. 筛选价格在 $20-$50 之间的产品
3. 返回符合条件的商品列表

Example 3: Keyword search

用户：看看 "standing desk" 在亚马逊上的趋势

执行：
1. 搜索亚马逊上 standing desk 相关产品
2. 分析销量趋势和排名变化
3. 返回热门产品列表