Amazon Sales Estimator (Grade A)Security-tested data-ai skill for Claude AI. Grade A. Amazon sales volume estimator for sellers and product researchers. Estimate monthly sales and revenue from BSR (Best Seller Rank), ASIN, or keywor

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Reviewed by Daniel Nikulshyn·Updated July 2026

Overview

Amazon Sales Estimator (Grade A) is a security-tested data-ai skill for Claude AI that enables sellers and product researchers to estimate monthly sales and revenue from Amazon's Best Seller Rank (BSR), ASIN, or keyword. It offers three modes: BSR Calculator, ASIN Lookup, and Keyword Market Analysis. The tool is available across 12 Amazon marketplaces and requires no API key. The estimator can be used for various purposes such as estimating unit sales of a product, sizing market opportunities, analyzing competitor sales performance, and identifying top sellers versus long-tail distribution.

Key features

BSR-to-sales conversion
Revenue calculation
Market sizing
Price band analysis
Competition breakdown
Multi-marketplace support

Pricing

Model: Free
Category: Skills
Rating: No reviews yet

Use cases

Estimating Product Sales

Use the BSR Calculator to estimate monthly sales for a product with a known BSR, category, and price.

Analyzing Market Size

Use the Keyword Market Analysis mode to estimate total market sales and top sellers for a specific keyword.

Benchmarking Competitor Performance

Use the ASIN Lookup mode to estimate sales for a specific product and compare with competitors.

Pros & Cons

Pros

Estimates monthly sales and revenue
Works on 12 Amazon marketplaces
No API key required
Three modes for different use cases

Cons

Requires specific input for each mode
May not handle incomplete or unclear user input well

Reviews

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Q&A

What inputs are required for each of the three estimation modes?

BSR Calculator needs BSR, marketplace (optional, defaults to US), product category and price; ASIN Lookup needs a valid ASIN or product URL; Keyword Market Analysis needs a keyword and optionally a marketplace.

Asked by Ivo Novotný · Aug 16, 2025

Which Amazon marketplaces are supported by the estimator?

It supports 12 marketplaces, including the US, UK, DE, FR, IT, ES, JP, CA, AU, IN, MX, and BR.

Asked by Tobias Hartmann · Jul 6, 2025

Do I need an API key or any credentials to use the Amazon Sales Estimator?

No, the tool works out of the box and does not require any API key or external credentials.

Asked by Lucas Petit · May 29, 2025

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