amazon-sales-estimator

name amazon-sales-estimator description 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. metadata {"nexscope":{"emoji":"📊","category":"amazon"}} Amazon Sales Estimator 📊 Estimate monthly sales from BSR, analyze market size, and benchmark competitor performance. No API key — works out of the box. Installation npx skills add nexscope-ai/Amazon-Skills --skill amazon-sales-estimator -g Three Modes 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 Capabilities 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 Handling Incomplete Input 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" Mode A — BSR Calculator Input 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 Usage Examples 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? Workflow 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 Output # 📊 Sales Estimate **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.* Mode B — ASIN Lookup Input Field Required Description Example ASIN ✅ Amazon product ID or URL B09V3KXJPB Marketplace Optional Defaults to US UK, DE, JP... Usage Examples 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 Workflow 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 Output # 📊 Sales Estimate: B09V3KXJPB ## Product Info - **Title:** [Product Title] - **Price:** $24.99 - **BSR:** #1,500 in Home & Kitchen - **Rating:** 4.5★ (1,234 reviews) ## Sales Estimate | Metric | Estimate | |--------|----------| | **Est. Monthly Units** | ~450 units | | **Est. Monthly Revenue** | ~$11,246 | | **Est. Daily Units** | ~15 units | ## Competitive Context - Ranks in **top 0.5%** of Home & Kitchen category - Above average for $20-30 price range Mode C — Keyword Market Analysis Input 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 Usage Examples 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. Workflow 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 Output # 📊 Market Analysis: "yoga mat" **Marketplace:** Amazon US | **Products Analyzed:** 25 ## Market Size | Metric | Value | |--------|-------| | **Est. Total Monthly Units** | ~85,000 units | | **Est. Total Monthly Revenue** | ~$2.1M | | **Average Price** | $24.50 | ## Top 5 Sellers | # | 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 | | ... | ... | ... | ... | ... | ## Market Concentration - **Top 3:** 23% of total sales - **Top 10:** 52% of total sales - **Long tail:** 48% of total sales → **Fragmented market** — opportunity for new entrants ## Price Distribution | Price Band | % of Sales | |------------|------------| | $0 - $20 | 25% | | $20 - $35 | 55% | | $35+ | 20% | **Sweet spot:** $20-$35 BSR-to-Sales Reference Amazon US — Baseline (Home & Kitchen) 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 Category Multipliers Category Multiplier Electronics 1.2x Home & Kitchen 1.0x Toys 1.1x Sports & Outdoors 0.9x Clothing 0.8x Books 0.7x Marketplace Adjustments Marketplace Factor US 1.0x JP 0.6x DE 0.5x UK 0.4x CA 0.3x Others 0.2x Integration with Other Skills This skill works well when chained with other skills from the Nexscope Amazon-Skills and eCommerce-Skills repositories. With amazon-keyword-research 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 With amazon-listing-optimization 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 With amazon-ppc-campaign 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 More Skills Browse all available skills: Amazon Skills: https://github.com/nexscope-ai/Amazon-Skills eCommerce Skills: https://github.com/nexscope-ai/eCommerce-Skills