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

Amazon Sales Estimator 📊 Estimate monthly sales from BSR, analyze market size, and benchmark competitor performance. No API key — works out of the box. Installation 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 Workflow 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 Output 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 Workflow 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 Output 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 Workflow 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 Output 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](https://github.com/nexscope ai/Amazon Skills) and [eCommerce Skills](https://github.com/nexscope ai/eCommerce Skills) repositories. With amazon keyword research With amazon listing optimization With amazon ppc campaign More Skills Browse all available skills: Amazon Skills: https://github.com/nexscope ai/Amazon Skills eCommerce Skills: https://github.com/nexscope ai/eCommerce Skills Limitations 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](https://www.nexscope.ai/?co from=skill) — Your AI Assistant for smarter E commerce decisions. Built by [Nexscope](https://www.nexscope.ai/?co from=skill) — research, validate, and act on e commerce opportunities with AI.

amazon-sales-estimator