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Amazon Sales Estimator 📊

亚马逊销量估算器 📊

Estimate monthly sales from BSR, analyze market size, and benchmark competitor performance. No API key — works out of the box.
通过BSR估算月度销量、分析市场规模并对标竞品表现。无需API密钥，开箱即用。

Installation

安装

bash
npx skills add nexscope-ai/Amazon-Skills --skill amazon-sales-estimator -g
bash
npx skills add nexscope-ai/Amazon-Skills --skill amazon-sales-estimator -g

Three Modes

三种模式

ModeWhen to UseInputOutput
A — BSR CalculatorQuick estimate from known BSRBSR + Marketplace + Price + CategoryMonthly units, monthly revenue
B — ASIN LookupEstimate sales for a specific productASIN or product URLAuto-fetch data + sales estimate
C — Keyword Market AnalysisSize a niche opportunityKeyword (+ optional marketplace)Total market sales, top sellers, price distribution
模式适用场景输入输出
模式A — BSR计算器通过已知BSR快速估算BSR + 站点 + 价格 + 品类月度销量、月度收入
模式B — ASIN查询估算特定产品的销量ASIN或产品链接自动抓取数据 + 销量估算结果
模式C — 关键词市场分析评估细分领域机会关键词（可选站点）市场总销量、头部卖家、价格分布

Capabilities

功能特性

  • BSR-to-sales conversion: Estimate monthly unit sales from Best Seller Rank using category-specific formulas
  • Revenue calculation: Monthly sales × price = estimated monthly revenue
  • Market sizing: Aggregate sales across products in a keyword search
  • Price band analysis: Distribution of sales across price ranges
  • Competition breakdown: Top sellers vs long-tail distribution
  • Multi-marketplace: US, UK, DE, FR, IT, ES, JP, CA, AU, IN, MX, BR
  • BSR转销量换算：使用品类专属公式，通过畅销排名估算月度销量
  • 收入计算：月度销量 × 价格 = 预估月度收入
  • 市场规模评估：汇总关键词搜索结果中所有产品的销量
  • 价格区间分析：不同价位的销量分布情况
  • 竞争格局拆解：头部卖家与长尾卖家的销量分布
  • 多站点支持：美国、英国、德国、法国、意大利、西班牙、日本、加拿大、澳大利亚、印度、墨西哥、巴西

Handling Incomplete Input

处理不完整输入

If the user's intent is unclear or information is missing, guide them with all options and required inputs upfront:
User says: 
"Help me estimate Amazon sales"
or 
"I want to check sales"
Agent should respond:
I can help you estimate Amazon sales in 3 ways. Pick one and provide the required info:
A. BSR Calculator — Quick estimate from BSR number
  • BSR (required): e.g., 1500
  • Category (required): e.g., Home & Kitchen
  • Price (required): e.g., $24.99
  • Marketplace (optional, default US)
B. ASIN Lookup — Check sales for a specific product
  • ASIN or URL (required): e.g., B09V3KXJPB
  • Marketplace (optional, default US)
C. Market Analysis — Size a keyword/niche opportunity
  • Keyword (required): e.g., "yoga mat"
  • Marketplace (optional, default US)
  • Filters (optional): price range, min reviews
Example: "Mode A: BSR 1500, Home & Kitchen, $24.99" or "Mode B: B09V3KXJPB"
若用户意图不明确或信息缺失，需提前告知所有选项及必填信息：
用户提问： 
"帮我估算亚马逊销量"
或 
"我想查看销量情况"
工具应回复：
我可以通过三种方式帮您估算亚马逊销量，请选择一种并提供所需信息：
A. BSR计算器 — 通过BSR数值快速估算
  • BSR（必填）：例如 1500
  • 品类（必填）：例如 Home & Kitchen（家居与厨房）
  • 价格（必填）：例如 $24.99
  • 站点（可选，默认美国）
B. ASIN查询 — 查看特定产品的销量
  • ASIN或链接（必填）：例如 B09V3KXJPB
  • 站点（可选，默认美国）
C. 市场分析 — 评估关键词/细分领域机会
  • 关键词（必填）：例如 "yoga mat（瑜伽垫）"
  • 站点（可选，默认美国）
  • 筛选条件（可选）：价格区间、最低评论数
示例："模式A：BSR 1500，Home & Kitchen，$24.99" 或 "模式B：B09V3KXJPB"

Mode A — BSR Calculator

模式A — BSR计算器

Input

输入

FieldRequiredDescriptionExample
BSR✅Best Seller Rank number1500
Marketplace✅Amazon siteUS, UK, DE, JP...
List Price✅Product price$24.99
Category✅Product categoryHome & Kitchen
字段是否必填描述示例
BSR✅畅销排名数值1500
站点✅亚马逊站点US、UK、DE、JP...
标价✅产品价格$24.99
品类✅产品品类Home & Kitchen

Usage Examples

使用示例

Estimate sales for BSR 1500 in Home & Kitchen on Amazon US, price $24.99
BSR 500, category Electronics, marketplace DE, price €39.99
What's the monthly sales for a product ranked #10,000 in Sports & Outdoors at $15.99?
估算亚马逊美国站Home & Kitchen品类中BSR 1500、价格$24.99的产品销量
BSR 500，品类Electronics（电子），站点DE，价格€39.99
Sports & Outdoors（运动与户外）品类中排名10000、价格$15.99的产品月度销量是多少？

Workflow

流程

  1. Receive input: BSR, Category, Price, Marketplace
  2. Look up base sales: Use BSR-to-sales reference table for the marketplace
  3. Apply category multiplier: Adjust based on category (Electronics 1.2x, Clothing 0.8x, etc.)
  4. Calculate monthly units: Base sales × category multiplier
  5. Calculate revenue: Monthly units × price
  6. Output results: Monthly units, daily units, monthly revenue
  1. 接收输入：BSR、品类、价格、站点
  2. 查询基准销量：使用对应站点的BSR转销量参考表
  3. 应用品类乘数：根据品类调整（电子产品1.2倍、服饰0.8倍等）
  4. 计算月度销量：基准销量 × 品类乘数
  5. 计算收入：月度销量 × 价格
  6. 输出结果：月度销量、日均销量、月度收入

Output

输出示例

undefined
undefined

📊 Sales Estimate

📊 销量估算结果

Input:
  • BSR: #1,500 in Home & Kitchen
  • Marketplace: Amazon US
  • Price: $24.99
Results:
MetricEstimate
Est. Monthly Units~450 units
Est. Monthly Revenue~$11,246
Est. Daily Units~15 units
Estimate based on BSR-to-sales conversion formula for the selected category and marketplace.

---
输入信息：
  • BSR：Home & Kitchen品类第1500名
  • 站点：亚马逊美国站
  • 价格：$24.99
估算结果：
指标估算值
预估月度销量~450件
预估月度收入~$11,246
预估日均销量~15件
估算基于所选品类和站点的BSR转销量换算公式。

---

Mode B — ASIN Lookup

模式B — ASIN查询

Input

输入

FieldRequiredDescriptionExample
ASIN✅Amazon product ID or URLB09V3KXJPB
MarketplaceOptionalDefaults to USUK, DE, JP...
字段是否必填描述示例
ASIN✅亚马逊产品ID或链接B09V3KXJPB
站点可选默认美国站UK、DE、JP...

Usage Examples

使用示例

Estimate monthly sales for ASIN B09V3KXJPB
How many units does this sell? https://www.amazon.com/dp/B0D72TSM62
Get sales estimate for B0CPY1GFVZ on Amazon DE
估算ASIN B09V3KXJPB的月度销量
这个产品销量多少？https://www.amazon.com/dp/B0D72TSM62
获取亚马逊德国站ASIN B0CPY1GFVZ的销量估算

Workflow

流程

  1. Fetch product data using 
    web_fetch
    on Amazon product page
  2. Extract: Title, Price, BSR, Category, Rating, Reviews
  3. Apply BSR-to-sales formula for the category and marketplace
  4. Calculate revenue: Monthly units × Price
  1. 抓取产品数据：通过
    web_fetch
    获取亚马逊产品页面信息
  2. 提取信息：标题、价格、BSR、品类、评分、评论数
  3. 应用BSR转销量公式：基于对应品类和站点
  4. 计算收入：月度销量 × 价格

Output

输出示例

undefined
undefined

📊 Sales Estimate: B09V3KXJPB

📊 销量估算结果：B09V3KXJPB

Product Info

产品信息

  • Title: [Product Title]
  • Price: $24.99
  • BSR: #1,500 in Home & Kitchen
  • Rating: 4.5★ (1,234 reviews)
  • 标题： [产品标题]
  • 价格： $24.99
  • BSR： Home & Kitchen品类第1500名
  • 评分： 4.5★（1234条评论）

Sales Estimate

销量估算

MetricEstimate
Est. Monthly Units~450 units
Est. Monthly Revenue~$11,246
Est. Daily Units~15 units
指标估算值
预估月度销量~450件
预估月度收入~$11,246
预估日均销量~15件

Competitive Context

竞争背景

  • Ranks in top 0.5% of Home & Kitchen category
  • Above average for $20-30 price range

---
  • 位列Home & Kitchen品类前0.5%
  • 表现优于$20-30价格区间的平均水平

---

Mode C — Keyword Market Analysis

模式C — 关键词市场分析

Input

输入

FieldRequiredDescriptionExample
Keyword✅Search termyoga mat
MarketplaceOptionalAmazon site (default: US)UK, DE, JP...
FiltersOptionalPrice range, min reviews$15-$40, 100+ reviews
字段是否必填描述示例
关键词✅搜索词yoga mat
站点可选亚马逊站点（默认美国）UK、DE、JP...
筛选条件可选价格区间、最低评论数$15-$40、100+评论

Usage Examples

使用示例

Analyze the market size for "yoga mat" on Amazon US
What's the total monthly sales for "portable blender" keyword?
Size the "dog shirt" market on Amazon US. Show top sellers and price distribution.
分析亚马逊美国站"yoga mat"的市场规模
"portable blender"关键词的月度总销量是多少？
评估亚马逊美国站"dog shirt"市场规模，展示头部卖家和价格分布。

Workflow

流程

  1. Search products using 
    web_search
    for 
    site:amazon.com "{keyword}"
  2. Fetch top 10-20 product pages to get BSR data
  3. Estimate sales for each product using Mode A formula
  4. Aggregate total market size
  5. Analyze price distribution and competition
  1. 搜索产品：通过
    web_search
    搜索
    site:amazon.com "{keyword}"
  2. 抓取Top10-20产品页面获取BSR数据
  3. 使用模式A公式估算每个产品的销量
  4. 汇总市场总规模
  5. 分析价格分布和竞争格局

Output

输出示例

undefined
undefined

📊 Market Analysis: "yoga mat"

📊 市场分析："yoga mat"

Marketplace: Amazon US | Products Analyzed: 25
站点： 亚马逊美国站 | 分析产品数量： 25

Market Size

市场规模

MetricValue
Est. Total Monthly Units~85,000 units
Est. Total Monthly Revenue~$2.1M
Average Price$24.50
指标数值
预估月度总销量~85,000件
预估月度总收入~$210万
平均价格$24.50

Top 5 Sellers

Top5卖家

#ASINPriceBSREst. Units/Mo
1B0XX...$22.99#45~8,500
2B0YY...$29.99#78~6,200
3B0ZZ...$18.99#120~4,800
...............
排名ASIN价格BSR预估月度销量
1B0XX...$22.99#45~8,500
2B0YY...$29.99#78~6,200
3B0ZZ...$18.99#120~4,800
...............

Market Concentration

市场集中度

  • Top 3: 23% of total sales
  • Top 10: 52% of total sales
  • Long tail: 48% of total sales
→ Fragmented market — opportunity for new entrants
  • Top3卖家： 占据总销量的23%
  • Top10卖家： 占据总销量的52%
  • 长尾卖家： 占据总销量的48%
→ 市场分散 — 新进入者存在机会

Price Distribution

价格分布

Price Band% of Sales
$0 - $2025%
$20 - $3555%
$35+20%
Sweet spot: $20-$35

---
价格区间销量占比
$0 - $2025%
$20 - $3555%
$35+20%
最优价位： $20-$35

---

BSR-to-Sales Reference

BSR转销量参考表

Amazon US — Baseline (Home & Kitchen)

亚马逊美国站 — 基准（Home & Kitchen品类）

BSR RangeEst. Monthly Sales
1-1003,000 - 10,000+
100-5001,000 - 3,000
500-2,000300 - 1,000
2,000-10,000100 - 300
10,000-50,00030 - 100
50,000-100,00010 - 30
100,000+< 10
BSR区间预估月度销量
1-1003,000 - 10,000+
100-5001,000 - 3,000
500-2,000300 - 1,000
2,000-10,000100 - 300
10,000-50,00030 - 100
50,000-100,00010 - 30
100,000+< 10

Category Multipliers

品类乘数

CategoryMultiplier
Electronics1.2x
Home & Kitchen1.0x
Toys1.1x
Sports & Outdoors0.9x
Clothing0.8x
Books0.7x
品类乘数
Electronics1.2x
Home & Kitchen1.0x
Toys1.1x
Sports & Outdoors0.9x
Clothing0.8x
Books0.7x

Marketplace Adjustments

站点调整系数

MarketplaceFactor
US1.0x
JP0.6x
DE0.5x
UK0.4x
CA0.3x
Others0.2x
站点系数
US1.0x
JP0.6x
DE0.5x
UK0.4x
CA0.3x
其他0.2x

Integration with Other Skills

与其他技能集成

This skill works well when chained with other skills from the Nexscope Amazon-Skills and eCommerce-Skills repositories.
本工具可与Nexscope Amazon-Skills和eCommerce-Skills仓库中的其他技能配合使用。

With amazon-keyword-research

与amazon-keyword-research集成

bash
npx skills add nexscope-ai/Amazon-Skills --skill amazon-keyword-research -g
Step 1: "Research keywords for yoga mat"
   → amazon-keyword-research returns keyword list with search volumes

Step 2: "Now analyze the market size for the top keyword"
   → amazon-sales-estimator Mode C sizes the opportunity
bash
npx skills add nexscope-ai/Amazon-Skills --skill amazon-keyword-research -g
步骤1："为瑜伽垫研究关键词"
   → amazon-keyword-research返回带搜索量的关键词列表

步骤2："现在分析排名第一的关键词的市场规模"
   → amazon-sales-estimator模式C评估该机会

With amazon-listing-optimization

与amazon-listing-optimization集成

bash
npx skills add nexscope-ai/Amazon-Skills --skill amazon-listing-optimization -g
Step 1: "Estimate sales for competitors: B0ABC, B0XYZ"
   → amazon-sales-estimator Mode B provides benchmark data

Step 2: "Create a listing to beat those competitors"
   → amazon-listing-optimization generates optimized copy
bash
npx skills add nexscope-ai/Amazon-Skills --skill amazon-listing-optimization -g
步骤1："估算竞品B0ABC、B0XYZ的销量"
   → amazon-sales-estimator模式B提供对标数据

步骤2："创建一个击败这些竞品的产品listing"
   → amazon-listing-optimization生成优化文案

With amazon-ppc-campaign

与amazon-ppc-campaign集成

bash
npx skills add nexscope-ai/Amazon-Skills --skill amazon-ppc-campaign -g
Step 1: "Estimate my product's monthly sales"
   → amazon-sales-estimator provides revenue baseline

Step 2: "Build PPC campaigns with 30% ACoS target"
   → amazon-ppc-campaign calculates bids based on your revenue data
bash
npx skills add nexscope-ai/Amazon-Skills --skill amazon-ppc-campaign -g
步骤1："估算我产品的月度销量"
   → amazon-sales-estimator提供收入基准

步骤2："构建ACoS目标30%的PPC广告活动"
   → amazon-ppc-campaign根据您的收入数据计算出价

More Skills

更多技能

Browse all available skills:
浏览所有可用技能：

Limitations

局限性

This skill uses publicly available data from Amazon product pages. It cannot access historical BSR data, actual seller sales figures, or PPC conversion metrics. For deeper analytics and historical trends, check out Nexscope — Your AI Assistant for smarter E-commerce decisions.
Built by Nexscope — research, validate, and act on e-commerce opportunities with AI.
本工具使用亚马逊产品页面的公开数据，无法访问历史BSR数据、卖家实际销量或PPC转化指标。如需更深入的分析和历史趋势，请查看**Nexscope** — 助力您做出更明智电商决策的AI助手。
由Nexscope开发 — 借助AI研究、验证并把握电商机会。