Amazon Market Statistics
Generates aggregated node-level Amazon category statistics covering average ratings, pricing, BSR, sales velocity, and new product performance via SellerSprite.
Amazon Market Statistics empowers e-commerce brands and researchers to rapidly evaluate Amazon category nodes using SellerSprite market intelligence data. It generates comprehensive market selection dashboards that summarize key fundamentals—such as average product ratings, price points, Best Sellers Rank (BSR), estimated sales, seller distribution, and new product penetration rates. Built with token optimization in mind, the skill caches results locally and outputs concise summaries directly inside Claude Code, enabling data-backed product research without context bloat.
Key Features
01Measures new product penetration and historical performance over custom month intervals
0255 GitHub stars
03Supports customizable TopN sample sizes for precise top-tier product benchmarking
04Aggregates category node metrics including average price, review ratings, sales, and BSR
05Implements 24-hour local caching and token-efficient summary outputs to conserve context
06Analyzes market competitiveness and active seller counts for specific Amazon browse nodes
Use Cases
01Tracking new entrant market share and category growth trends over recent months
02Evaluating market viability and competitive barriers prior to launching a new Amazon product
03Benchmarking pricing distributions and sales volume across specific Amazon category nodes