amazon-movers-shakers

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Original

English

🇨🇳

Translation

Chinese

亚马逊飙升榜数据获取 (Amazon Movers & Shakers)

Amazon Movers & Shakers Data Acquisition

核心定位

Core Positioning

这是跨境电商选品的数据源头工具。从亚马逊 Movers & Shakers 获取近期飙升商品，发现真实需求和市场趋势。

This is an original data tool for cross-border e-commerce product selection. It obtains recently soaring products from Amazon Movers & Shakers to discover real demands and market trends.

数据来源（优先级从高到低）

Data Sources (Priority from High to Low)

1. 卖家精灵 API（推荐）

1. Sellersprite API (Recommended)

卖家精灵是国内领先的亚马逊数据分析平台，提供专业的 API 接口：

API 基础地址:
```
https://api.sellersprite.com/v1
```
MCP 接口:
```
https://mcp.sellersprite.com
```
获取 API Key: https://open.sellersprite.com/pricing/mcp

优势：

数据准确、稳定
包含月销量、月营收等深度数据
无反爬风险
支持关键词搜索、类目热销榜等

API 接口：

接口	说明
`/traffic/keyword/stat/{marketplace}/{asin}/`	关键词流量数据
`/product/info/{marketplace}/{asin}/`	产品详情
`/bestsellers/{marketplace}/{category_id}/`	类目热销榜
`/search/{marketplace}/`	产品搜索
`/market/trends/{marketplace}/{category_id}/`	市场趋势

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

API Base URL:
```
https://api.sellersprite.com/v1
```
MCP Interface:
```
https://mcp.sellersprite.com
```
Get API Key: https://open.sellersprite.com/pricing/mcp

Advantages:

Accurate and stable data
Includes in-depth data such as monthly sales, monthly revenue, etc.
No anti-crawling risk
Supports keyword search, category bestseller list, etc.

API Interfaces:

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

2. 真实爬取

2. Actual Web Crawling

Amazon Movers & Shakers 页面：

美国:

https://www.amazon.com/Best-Sellers/zgbs

英国:

https://www.amazon.co.uk/Best-Sellers/zgbs

德国:
```
https://www.amazon.de/Best-Sellers/zgbs
```

日本:

https://www.amazon.co.jp/Best-Sellers/zgbs

Amazon Movers & Shakers pages:

US:

https://www.amazon.com/Best-Sellers/zgbs

UK:

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 数据（兜底）

3. Mock Data (Fallback)

当 API 和爬取都失败时，使用预设的 Mock 数据

Use preset Mock data when both API and crawling fail

支持的类目

Supported Categories

类目代码	类目名称	说明
`home-garden`	Home & Kitchen	家居厨房（Loctek 重点）
`electronics`	Electronics	电子产品
`sports`	Sports & Outdoors	运动户外
`office`	Office Products	办公用品
`toys`	Toys & Games	玩具游戏
`health`	Health & Personal Care	健康个护
`beauty`	Beauty & Personal Care	美妆个护
`pet-supplies`	Pet Supplies	宠物用品
`automotive`	Automotive	汽车用品
`garden`	Patio, Lawn & Garden	庭院园艺

Category Code	Category Name	Description
`home-garden`	Home & Kitchen	Home & Kitchen (Key category for Loctek)
`electronics`	Electronics	Electronic products
`sports`	Sports & Outdoors	Sports and outdoors
`office`	Office Products	Office supplies
`toys`	Toys & Games	Toys and games
`health`	Health & Personal Care	Health and personal care
`beauty`	Beauty & Personal Care	Beauty and personal care
`pet-supplies`	Pet Supplies	Pet supplies
`automotive`	Automotive	Automotive supplies
`garden`	Patio, Lawn & Garden	Patio, lawn and garden

输入参数

Input Parameters

json

{
  "site": "amazon.com",
  "category": "home-garden",
  "limit": 20,
  "min_price": 10.0,
  "max_price": 100.0,
  "exclude_brands": ["Amazon Basics"],
  "time_window": "24h"
}

参数	类型	必需	默认值	说明
`site`	string	否	amazon.com	亚马逊站点
`category`	string	否	全类目	商品类目
`limit`	int	否	20	返回商品数量
`min_price`	float	否	无	最低价格筛选
`max_price`	float	否	无	最高价格筛选
`exclude_brands`	list	否	[]	排除的品牌
`time_window`	string	否	24h	时间窗口

json

{
  "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 site
`category`	string	No	All categories	Product category
`limit`	int	No	20	Number of returned products
`min_price`	float	No	None	Minimum price filter
`max_price`	float	No	None	Maximum price filter
`exclude_brands`	list	No	[]	Brands to exclude
`time_window`	string	No	24h	Time window

输出格式

Output Format

json

{
  "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"
    }
  ]
}

json

{
  "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": "Home office category, suitable for listing on Temu"
    }
  ]
}

数据字段说明

Data Field Description

字段	说明
`rank`	当前飙升榜排名
`rank_change`	排名变化（如 +256 表示上升 256 位）
`asins`	亚马逊标准识别号
`title`	商品标题
`price_value`	价格数值（用于后续计算）
`rating`	平均评分（1-5）
`review_count`	评论数量
`prime`	是否 Prime 商品
`trend.direction`	趋势方向（up/down/stable）
`trend.momentum`	动量强度（strong/medium/weak）
`suitable_for_temu`	是否适合 Temu（初步判断）

Field	Description
`rank`	Current rank on the soaring list
`rank_change`	Rank change (e.g. +256 means rising 256 positions)
`asins`	Amazon Standard Identification Number
`title`	Product title
`price_value`	Price value (for subsequent calculation)
`rating`	Average rating (1-5)
`review_count`	Number of reviews
`prime`	Whether it is a Prime product
`trend.direction`	Trend direction (up/down/stable)
`trend.momentum`	Momentum strength (strong/medium/weak)
`suitable_for_temu`	Whether it is suitable for Temu (preliminary judgment)

筛选逻辑

Filtering Logic

自动过滤条件

Automatic Filter Conditions

以下类型产品自动标记为

suitable_for_temu: false

：

高资质门槛类
- 医疗器械（需 FDA 认证）
- 婴幼儿食品/用品（严格监管）
- 药品/保健品（需认证）
品牌垄断类
- Apple、Samsung 等大品牌配件
- 有明显品牌保护的商品
价格过低类
- 售价 < $5（利润空间不足）
体积过大类
- 大型家具、家电（物流成本高）

The following types of products are automatically marked as

suitable_for_temu: false

Categories with high qualification thresholds
- Medical devices (FDA certification required)
- Infant food/products (strict supervision)
- Drugs/health products (certification required)
Brand monopoly categories
- Accessories of big brands such as Apple, Samsung
- Products with obvious brand protection
Too low price categories
- Price < $5 (insufficient profit margin)
Oversized categories
- Large furniture, home appliances (high logistics cost)

优先推荐条件

Priority Recommendation Conditions

以下类型产品优先标记为

suitable_for_temu: true

：

家居办公类（Loctek 主营）
- 站立桌、桌边架
- 办公收纳、桌垫
- 人体工学配件
轻小件类
- 重量 < 1kg
- 体积小、运费低
组合套装类
- 多件装
- 配套产品组合

The following types of products are preferentially marked as

suitable_for_temu: true

Home office categories (Loctek's main business)
- Standing desks, desk risers
- Office storage, desk mats
- Ergonomic accessories
Light and small items
- Weight < 1kg
- Small size, low freight cost
Combination set categories
- Multi-piece packs
- Matching product combinations

使用方式

Usage Methods

方式一：卖家精灵 API（推荐）

Method 1: Sellersprite API (Recommended)

使用卖家精灵 API 获取数据，稳定可靠：

bash

undefined

Use Sellersprite API to obtain data, stable and reliable:

bash

undefined

设置环境变量

Set environment variable

export SELLERSPRITE_API_KEY="your_api_key"

使用卖家精灵 API

Use Sellersprite API

python scripts/scrape_amazon.py --source sellersprite --keyword "standing desk" --limit 20

或通过命令行传入 API Key

Or pass API Key via command line

python scripts/scrape_amazon.py --source sellersprite --api-key YOUR_KEY --keyword "desk converter"


**卖家精灵 MCP 配置**（Claude Code）：

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

python scripts/scrape_amazon.py --source sellersprite --api-key YOUR_KEY --keyword "desk converter"


**Sellersprite MCP Configuration** (Claude Code):

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

方式二：真实爬取

Method 2: Actual Web Crawling

当没有 API Key 时，自动尝试爬取：

bash

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

When there is no API Key, automatically try crawling:

bash

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

方式三：Web 搜索获取

Method 3: Web Search Acquisition

当无法直接爬取时，使用 WebSearch 工具：

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

When direct crawling is not possible, use WebSearch tool:

Search term: "site:amazon.com Movers and Shakers Home Kitchen"

方式四：WebFetch 获取

Method 4: WebFetch Acquisition

直接获取页面内容：

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

Directly obtain page content:

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

方式五：用户手动输入

Method 5: User Manual Input

用户可手动提供飙升榜商品信息，skill 进行结构化处理。

Users can manually provide soaring list product information, and the skill will process it structurally.

方式六：Mock 数据（兜底）

Method 6: Mock Data (Fallback)

强制使用 Mock 数据：

bash

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

Force the use of Mock data:

bash

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

自动模式（默认）

Automatic Mode (Default)

自动选择最佳数据源：

bash

undefined

Automatically select the best data source:

bash

undefined

自动模式：卖家精灵 API → 真实爬取 → Mock 数据

Automatic mode: Sellersprite API → Actual crawling → Mock data

python scripts/scrape_amazon.py --source auto --keyword "standing desk"

undefined

python scripts/scrape_amazon.py --source auto --keyword "standing desk"

undefined

与其他 Skills 协作

Collaboration with Other Skills

输出数据供
```
temu-competitor-search
```
搜索竞品
输出数据供
```
ali1688-sourcing
```
查找供应链
输出数据供
```
temu-pricing-calculator
```
进行核价

Output data for
```
temu-competitor-search
```
to search for competitors
Output data for
```
ali1688-sourcing
```
to find supply chains
Output data for
```
temu-pricing-calculator
```
for price verification

注意事项

Notes

爬虫限制：亚马逊有反爬机制，建议：
- 控制请求频率
- 使用代理轮换
- 模拟真实用户行为
数据时效：飙升榜数据每小时更新，建议定期刷新
价格波动：促销期间价格可能异常，需关注历史价格
合规风险：部分产品可能有专利/版权问题，需进一步核查

Crawler restrictions: Amazon has anti-crawling mechanisms, it is recommended to:
- Control request frequency
- Use proxy rotation
- Simulate real user behavior
Data timeliness: The soaring list data is updated hourly, it is recommended to refresh regularly
Price fluctuation: Prices may be abnormal during promotions, need to pay attention to historical prices
Compliance risk: Some products may have patent/copyright issues, further verification is required

示例用法

Example Usage

示例 1：获取家居类飙升产品

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

示例 2：按价格区间筛选

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

示例 3：关键词搜索

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

Example 1: Get soaring products in home category

User: Help me see what soaring products are there in Amazon's home category recently

Execution:
1. Visit Amazon Movers & Shakers home category page
2. Extract the first 20 soaring products
3. Filter products suitable for Temu
4. Return structured data

Example 2: Filter by price range

User: Find soaring office products on Amazon between $20-$50

Execution:
1. Obtain the office supplies category soaring list
2. Filter products with price between $20-$50
3. Return the list of eligible products

Example 3: Keyword search

User: Check the trend of "standing desk" on Amazon

Execution:
1. Search for products related to standing desk on Amazon
2. Analyze sales trends and ranking changes
3. Return the list of popular products