amazon-sales-estimator

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Chinese

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

Mode	When to Use	Input	Output
A — BSR Calculator	Quick estimate from known BSR	BSR + Marketplace + Price + Category	Monthly units, monthly revenue
B — ASIN Lookup	Estimate sales for a specific product	ASIN or product URL	Auto-fetch data + sales estimate
C — Keyword Market Analysis	Size a niche opportunity	Keyword (+ 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"

"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

Field	Required	Description	Example
BSR	✅	Best Seller Rank number	1500
Marketplace	✅	Amazon site	US, UK, DE, JP...
List Price	✅	Product price	$24.99
Category	✅	Product category	Home & 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

Receive input: BSR, Category, Price, Marketplace
Look up base sales: Use BSR-to-sales reference table for the marketplace
Apply category multiplier: Adjust based on category (Electronics 1.2x, Clothing 0.8x, etc.)
Calculate monthly units: Base sales × category multiplier
Calculate revenue: Monthly units × price
Output results: Monthly units, daily units, monthly revenue

接收输入：BSR、品类、价格、站点
查询基准销量：使用对应站点的BSR转销量参考表
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）
计算月度销量：基准销量 × 品类乘数
计算收入：月度销量 × 价格
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:

Metric	Estimate
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

Field	Required	Description	Example
ASIN	✅	Amazon product ID or URL	B09V3KXJPB
Marketplace	Optional	Defaults to US	UK, 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

Fetch product data using
```
web_fetch
```
on Amazon product page
Extract: Title, Price, BSR, Category, Rating, Reviews
Apply BSR-to-sales formula for the category and marketplace
Calculate revenue: Monthly units × Price

抓取产品数据：通过
```
web_fetch
```
获取亚马逊产品页面信息
提取信息：标题、价格、BSR、品类、评分、评论数
应用BSR转销量公式：基于对应品类和站点
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

Metric	Estimate
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

Field	Required	Description	Example
Keyword	✅	Search term	yoga mat
Marketplace	Optional	Amazon site (default: US)	UK, DE, JP...
Filters	Optional	Price 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

Search products using
```
web_search
```
for
```
site:amazon.com "{keyword}"
```
Fetch top 10-20 product pages to get BSR data
Estimate sales for each product using Mode A formula
Aggregate total market size
Analyze price distribution and competition

搜索产品：通过
```
web_search
```
搜索
```
site:amazon.com "{keyword}"
```
抓取Top10-20产品页面获取BSR数据
使用模式A公式估算每个产品的销量
汇总市场总规模
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

Metric	Value
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

#	ASIN	Price	BSR	Est. Units/Mo
1	B0XX...	$22.99	#45	~8,500
2	B0YY...	$29.99	#78	~6,200
3	B0ZZ...	$18.99	#120	~4,800
...	...	...	...	...

排名	ASIN	价格	BSR	预估月度销量
1	B0XX...	$22.99	#45	~8,500
2	B0YY...	$29.99	#78	~6,200
3	B0ZZ...	$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 - $20	25%
$20 - $35	55%
$35+	20%

Sweet spot: $20-$35

---

价格区间	销量占比
$0 - $20	25%
$20 - $35	55%
$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 Range	Est. Monthly Sales
1-100	3,000 - 10,000+
100-500	1,000 - 3,000
500-2,000	300 - 1,000
2,000-10,000	100 - 300
10,000-50,000	30 - 100
50,000-100,000	10 - 30
100,000+	< 10

BSR区间	预估月度销量
1-100	3,000 - 10,000+
100-500	1,000 - 3,000
500-2,000	300 - 1,000
2,000-10,000	100 - 300
10,000-50,000	30 - 100
50,000-100,000	10 - 30
100,000+	< 10

Category Multipliers

品类乘数

Category	Multiplier
Electronics	1.2x
Home & Kitchen	1.0x
Toys	1.1x
Sports & Outdoors	0.9x
Clothing	0.8x
Books	0.7x

品类	乘数
Electronics	1.2x
Home & Kitchen	1.0x
Toys	1.1x
Sports & Outdoors	0.9x
Clothing	0.8x
Books	0.7x

Marketplace Adjustments

站点调整系数

Marketplace	Factor
US	1.0x
JP	0.6x
DE	0.5x
UK	0.4x
CA	0.3x
Others	0.2x

站点	系数
US	1.0x
JP	0.6x
DE	0.5x
UK	0.4x
CA	0.3x
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

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。