amazon-sales-estimator

Name: amazon-sales-estimator
Author: nexscope-ai

661installs70forks

How to install amazon-sales-estimator?

nexscope-ai/amazon-skills/amazon-sales-estimator

$npx -y skills add nexscope-ai/Amazon-Skills --skill amazon-sales-estimator

Installs into the current project.

Summary

Amazon sales volume estimator for sellers and product researchers. Estimate monthly sales and revenue from BSR (Best Seller Rank), ASIN, or keyword. Three modes: (A) BSR Calculator — input BSR + marketplace + price + category to get instant sales estimate, (B) ASIN Lookup — input

Files · 1

View on GitHub

SKILL.md

1	# Amazon Sales Estimator 📊
2
3	Estimate monthly sales from BSR, analyze market size, and benchmark competitor performance. No API key — works out of the box.
4
5	## Installation
6
7	```bash
8	npx skills add nexscope-ai/Amazon-Skills --skill amazon-sales-estimator -g
9	```
10
11	## Three Modes
12
13	\| Mode \| When to Use \| Input \| Output \|
14	\|------\|-------------\|-------\|--------\|
15	\| A — BSR Calculator \| Quick estimate from known BSR \| BSR + Marketplace + Price + Category \| Monthly units, monthly revenue \|
16	\| B — ASIN Lookup \| Estimate sales for a specific product \| ASIN or product URL \| Auto-fetch data + sales estimate \|
17	\| C — Keyword Market Analysis \| Size a niche opportunity \| Keyword (+ optional marketplace) \| Total market sales, top sellers, price distribution \|
18
19	## Capabilities
20
21	- BSR-to-sales conversion: Estimate monthly unit sales from Best Seller Rank using category-specific formulas
22	- Revenue calculation: Monthly sales × price = estimated monthly revenue
23	- Market sizing: Aggregate sales across products in a keyword search
24	- Price band analysis: Distribution of sales across price ranges
25	- Competition breakdown: Top sellers vs long-tail distribution
26	- Multi-marketplace: US, UK, DE, FR, IT, ES, JP, CA, AU, IN, MX, BR
27
28	## Handling Incomplete Input
29
30	If the user's intent is unclear or information is missing, guide them with all options and required inputs upfront:
31
32	User says: `"Help me estimate Amazon sales"` or `"I want to check sales"`
33
34	Agent should respond:
35
36	> I can help you estimate Amazon sales in 3 ways. Pick one and provide the required info:
37	>
38	> A. BSR Calculator — Quick estimate from BSR number
39	> - BSR (required): e.g., 1500
40	> - Category (required): e.g., Home & Kitchen
41	> - Price (required): e.g., $24.99
42	> - Marketplace (optional, default US)
43	>
44	> B. ASIN Lookup — Check sales for a specific product
45	> - ASIN or URL (required): e.g., B09V3KXJPB
46	> - Marketplace (optional, default US)
47	>
48	> C. Market Analysis — Size a keyword/niche opportunity
49	> - Keyword (required): e.g., "yoga mat"
50	> - Marketplace (optional, default US)
51	> - Filters (optional): price range, min reviews
52	>
53	> Example: "Mode A: BSR 1500, Home & Kitchen, $24.99" or "Mode B: B09V3KXJPB"
54
55	---
56
57	## Mode A — BSR Calculator
58
59	### Input
60
61	\| Field \| Required \| Description \| Example \|
62	\|-------\|----------\|-------------\|---------\|
63	\| BSR \| ✅ \| Best Seller Rank number \| 1500 \|
64	\| Marketplace \| ✅ \| Amazon site \| US, UK, DE, JP... \|
65	\| List Price \| ✅ \| Product price \| $24.99 \|
66	\| Category \| ✅ \| Product category \| Home & Kitchen \|
67
68	### Usage Examples
69
70	```
71	Estimate sales for BSR 1500 in Home & Kitchen on Amazon US, price $24.99
72	```
73
74	```
75	BSR 500, category Electronics, marketplace DE, price €39.99
76	```
77
78	```
79	What's the monthly sales for a product ranked #10,000 in Sports & Outdoors at $15.99?
80	```
81
82	### Workflow
83
84	1. Receive input: BSR, Category, Price, Marketplace
85	2. Look up base sales: Use BSR-to-sales reference table for the marketplace
86	3. Apply category multiplier: Adjust based on category (Electronics 1.2x, Clothing 0.8x, etc.)
87	4. Calculate monthly units: Base sales × category multiplier
88	5. Calculate revenue: Monthly units × price
89	6. Output results: Monthly units, daily units, monthly revenue
90
91	### Output
92
93	```
94	# 📊 Sales Estimate
95
96	Input:
97	- BSR: #1,500 in Home & Kitchen
98	- Marketplace: Amazon US
99	- Price: $24.99
100
101	Results:
102
103	\| Metric \| Estimate \|
104	\|--------\|----------\|
105	\| Est. Monthly Units \| ~450 units \|
106	\| Est. Monthly Revenue \| ~$11,246 \|
107	\| Est. Daily Units \| ~15 units \|
108
109	Estimate based on BSR-to-sales conversion formula for the selected category and marketplace.
110	```
111
112	---
113
114	## Mode B — ASIN Lookup
115
116	### Input
117
118	\| Field \| Required \| Description \| Example \|
119	\|-------\|----------\|-------------\|---------\|
120	\| ASIN \| ✅ \| Amazon product ID or URL \| B09V3KXJPB \|
121	\| Marketplace \| Optional \| Defaults to US \| UK, DE, JP... \|
122
123	### Usage Examples
124
125	```
126	Estimate monthly sales for ASIN B09V3KXJPB
127	```
128
129	```
130	How many units does this sell? https://www.amazon.com/dp/B0D72TSM62
131	```
132
133	```
134	Get sales estimate for B0CPY1GFVZ on Amazon DE
135	```
136
137	### Workflow
138
139	1. Fetch product data using `web

People who liked this also viewed

6 picks

Type

amazon-sales-estimator

661installs70forks

View on GitHub

How to install amazon-sales-estimator?

nexscope-ai/amazon-skills/amazon-sales-estimator

$npx -y skills add nexscope-ai/Amazon-Skills --skill amazon-sales-estimator

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Amazon Sales Estimator 📊
2
3	Estimate monthly sales from BSR, analyze market size, and benchmark competitor performance. No API key — works out of the box.
4
5	## Installation
6
7	```bash
8	npx skills add nexscope-ai/Amazon-Skills --skill amazon-sales-estimator -g
9	```
10
11	## Three Modes
12
13	\| Mode \| When to Use \| Input \| Output \|
14	\|------\|-------------\|-------\|--------\|
15	\| A — BSR Calculator \| Quick estimate from known BSR \| BSR + Marketplace + Price + Category \| Monthly units, monthly revenue \|
16	\| B — ASIN Lookup \| Estimate sales for a specific product \| ASIN or product URL \| Auto-fetch data + sales estimate \|
17	\| C — Keyword Market Analysis \| Size a niche opportunity \| Keyword (+ optional marketplace) \| Total market sales, top sellers, price distribution \|
18
19	## Capabilities
20
21	- BSR-to-sales conversion: Estimate monthly unit sales from Best Seller Rank using category-specific formulas
22	- Revenue calculation: Monthly sales × price = estimated monthly revenue
23	- Market sizing: Aggregate sales across products in a keyword search
24	- Price band analysis: Distribution of sales across price ranges
25	- Competition breakdown: Top sellers vs long-tail distribution
26	- Multi-marketplace: US, UK, DE, FR, IT, ES, JP, CA, AU, IN, MX, BR
27
28	## Handling Incomplete Input
29
30	If the user's intent is unclear or information is missing, guide them with all options and required inputs upfront:
31
32	User says: `"Help me estimate Amazon sales"` or `"I want to check sales"`
33
34	Agent should respond:
35
36	> I can help you estimate Amazon sales in 3 ways. Pick one and provide the required info:
37	>
38	> A. BSR Calculator — Quick estimate from BSR number
39	> - BSR (required): e.g., 1500
40	> - Category (required): e.g., Home & Kitchen
41	> - Price (required): e.g., $24.99
42	> - Marketplace (optional, default US)
43	>
44	> B. ASIN Lookup — Check sales for a specific product
45	> - ASIN or URL (required): e.g., B09V3KXJPB
46	> - Marketplace (optional, default US)
47	>
48	> C. Market Analysis — Size a keyword/niche opportunity
49	> - Keyword (required): e.g., "yoga mat"
50	> - Marketplace (optional, default US)
51	> - Filters (optional): price range, min reviews
52	>
53	> Example: "Mode A: BSR 1500, Home & Kitchen, $24.99" or "Mode B: B09V3KXJPB"
54
55	---
56
57	## Mode A — BSR Calculator
58
59	### Input
60
61	\| Field \| Required \| Description \| Example \|
62	\|-------\|----------\|-------------\|---------\|
63	\| BSR \| ✅ \| Best Seller Rank number \| 1500 \|
64	\| Marketplace \| ✅ \| Amazon site \| US, UK, DE, JP... \|
65	\| List Price \| ✅ \| Product price \| $24.99 \|
66	\| Category \| ✅ \| Product category \| Home & Kitchen \|
67
68	### Usage Examples
69
70	```
71	Estimate sales for BSR 1500 in Home & Kitchen on Amazon US, price $24.99
72	```
73
74	```
75	BSR 500, category Electronics, marketplace DE, price €39.99
76	```
77
78	```
79	What's the monthly sales for a product ranked #10,000 in Sports & Outdoors at $15.99?
80	```
81
82	### Workflow
83
84	1. Receive input: BSR, Category, Price, Marketplace
85	2. Look up base sales: Use BSR-to-sales reference table for the marketplace
86	3. Apply category multiplier: Adjust based on category (Electronics 1.2x, Clothing 0.8x, etc.)
87	4. Calculate monthly units: Base sales × category multiplier
88	5. Calculate revenue: Monthly units × price
89	6. Output results: Monthly units, daily units, monthly revenue
90
91	### Output
92
93	```
94	# 📊 Sales Estimate
95
96	Input:
97	- BSR: #1,500 in Home & Kitchen
98	- Marketplace: Amazon US
99	- Price: $24.99
100
101	Results:
102
103	\| Metric \| Estimate \|
104	\|--------\|----------\|
105	\| Est. Monthly Units \| ~450 units \|
106	\| Est. Monthly Revenue \| ~$11,246 \|
107	\| Est. Daily Units \| ~15 units \|
108
109	Estimate based on BSR-to-sales conversion formula for the selected category and marketplace.
110	```
111
112	---
113
114	## Mode B — ASIN Lookup
115
116	### Input
117
118	\| Field \| Required \| Description \| Example \|
119	\|-------\|----------\|-------------\|---------\|
120	\| ASIN \| ✅ \| Amazon product ID or URL \| B09V3KXJPB \|
121	\| Marketplace \| Optional \| Defaults to US \| UK, DE, JP... \|
122
123	### Usage Examples
124
125	```
126	Estimate monthly sales for ASIN B09V3KXJPB
127	```
128
129	```
130	How many units does this sell? https://www.amazon.com/dp/B0D72TSM62
131	```
132
133	```
134	Get sales estimate for B0CPY1GFVZ on Amazon DE
135	```
136
137	### Workflow
138
139	1. Fetch product data using `web

People who liked this also viewed

6 picks

Type