Agent Skill
Amazon Sales Estimator skill
amazon-sales-estimatornexscope-ai/Amazon-Skillsamazon-sales-estimator/SKILL.md
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 ASIN to auto-fetch data and estimate sales, (C) Keyword Market Analysis — input keyword to analyze total market size and competition. Works on 12 Amazon marketplaces. No API key required. Use when: (1) estimating how many units a product sells per month, (2) sizing a market or niche opportunity, (3) analyzing competitor sales performance, (4) comparing sales across price points, (5) identifying top sellers vs long-tail distribution.
always on
160 tokname + description
once used
2,636 tokSKILL.md body
bundled files
0
repo stars
786GitHub
Install the Amazon Sales Estimator skill
Skills CLI (Claude Code, Codex, Cursor and others)
npx skills add https://github.com/nexscope-ai/Amazon-Skills --skill amazon-sales-estimator
Claude Code, by hand (all projects)
git clone --depth 1 https://github.com/nexscope-ai/Amazon-Skills.git /tmp/Amazon-Skills mkdir -p ~/.claude/skills cp -R /tmp/Amazon-Skills/amazon-sales-estimator ~/.claude/skills/amazon-sales-estimator
For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.
What it costs your context
Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.
| When | What loads | Cost |
|---|---|---|
| Every session | Name and description | 160 tok |
| When the agent uses it | The SKILL.md instructions | 2,636 tok |
| Only if opened | No bundled files | — |
Until it is used, amazon-sales-estimator costs about 8.5× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 52 skills from nexscope-ai/Amazon-Skills would load 3,081 tokens of descriptions. Skills vs MCP study
Checks
Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.
Checked 2026-10-22 · method
What's inside
The headings of its SKILL.md. Read the full file on GitHub.
- Amazon Sales Estimator 📊
- Installation
- Three Modes
- Capabilities
- Handling Incomplete Input
- Mode A — BSR Calculator
- Input
- Usage Examples
- Workflow
- Output
- Mode B — ASIN Lookup
- Input
- Usage Examples
- Workflow
- Output
- Mode C — Keyword Market Analysis
- Input
- Usage Examples
- Workflow
- Output
- BSR-to-Sales Reference
- Amazon US — Baseline (Home & Kitchen)
- Category Multipliers
- Marketplace Adjustments
More skills from nexscope-ai/Amazon-Skills
- amazon-product-researchnexscope-ai/Amazon-Skills
Comprehensive product research and opportunity analysis for Amazon sellers. Analyzes demand, competition, profit potential, market entry barriers, and validates product ideas. Covers product sourcing, pricing strategy, and go-to-market planning. Use when the user asks about researching a product to sell, validating product ideas, product opportunity analysis, market research for Amazon, competition analysis, profit potential, should I sell this product, product viability, or any general product research questions.
78k94 tok idle · 2,988 in use - amazon-a-plus-contentnexscope-ai/Amazon-Skills
Amazon A+ Content strategy and creation. Module layouts, persuasive copy, comparison charts, image briefs, and conversion optimization. Use when the user asks about A+ Content, Enhanced Brand Content, product storytelling, or Amazon listing enhancement.
78651 tok idle · 4,253 in use - amazon-advertising-strategynexscope-ai/Amazon-Skills
Comprehensive Amazon advertising strategy and campaign optimization. Sponsored Products, Sponsored Brands, Sponsored Display campaign management, budget allocation, ACoS optimization, and performance tracking. Use when the user asks about Amazon PPC, advertising strategy, campaign optimization, or Amazon ads management.
78658 tok idle · 4,441 in use - amazon-backend-keywordsnexscope-ai/Amazon-Skills
Amazon backend search term optimization and strategy. 250-byte limit management, keyword deduplication, prioritization frameworks, and search visibility optimization. Use when the user asks about backend keywords, search terms, Amazon SEO, or keyword optimization.
78653 tok idle · 4,075 in use - amazon-brand-analyticsnexscope-ai/Amazon-Skills
Amazon Brand Analytics interpretation and strategic insights for Brand Registry owners. Decode Search Frequency Rank (SFR) data, analyze Market Basket patterns, interpret Item Comparison reports, and extract demographic insights to optimize product strategy and advertising spend. Works with Brand Analytics data from all Amazon marketplaces. Requires Brand Registry access. Use when: (1) analyzing Search Frequency Rank data for keyword opportunities, (2) interpreting Market Basket data for cross-sell and bundling, (3) understanding Item Comparison competitive positioning, (4) extracting customer demographic insights, (5) optimizing product portfolio based on customer behavior, (6) building data-driven advertising strategies.
786131 tok idle · 1,851 in use - amazon-brand-registrynexscope-ai/Amazon-Skills
Brand Registry enrollment guide — eligibility, application, benefits, A+ Content access, brand protection tools
78624 tok idle · 379 in use - amazon-brand-tailored-promotionsnexscope-ai/Amazon-Skills
Brand Tailored Promotions — audience targeting, discount tiers, customer segmentation, repeat purchase incentives
78624 tok idle · 379 in use - amazon-buy-boxnexscope-ai/Amazon-Skills
Amazon Buy Box strategy and optimization framework. Eligibility factor analysis, competitive pricing strategies, FBA vs FBM impact assessment, seller performance optimization, and Buy Box winning tactics. Use when the user asks about Amazon Buy Box, winning Buy Box, Buy Box eligibility, or Buy Box optimization.
78661 tok idle · 3,445 in use