Genpark Amazon Market Analyzer

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GenPark Distilled Skill: amazon-market-analyzer

About

GenPark Distilled Skill: amazon-market-analyzer

README

GenPark Amazon Market Analyzer is a zero-dependency Amazon seller performance and listing optimization engine implementing logistic Buy Box win probability modeling, multi-tier FBA vs FBM unit cost and margin arbitration, and organic review-to-sales velocity anomaly fraud detection.

flowchart TD
    A[Seller Price, FBA Status & Rating] --> B[Buy Box Logistic Model]
    B --> C[Win Probability & Price Recommendation]
    D[Selling Price, Item Weight & COGS] --> E[FBA vs FBM Fee Engine]
    E --> F[Net Margin Comparison & Fulfillment Choice]
    G[30-Day Reviews & Sales Units] --> H[Review Velocity Rate Auditor]
    H --> I[Organic Compliance Risk Assessment]

Features

Buy Box Win Predictor: Models capture likelihood based on relative price delta, Prime fulfillment, and merchant feedback score.
FBA vs FBM Profit Arbitrage: Evaluates Amazon pick-and-pack fee schedules against merchant shipping costs to maximize unit profit.
Review Velocity Fraud Auditor: Benchmarks review conversion rates against organic e-commerce averages to prevent listing suppression.

Quickstart

from client import GenParkAmazonMarketAnalyzer

analyzer = GenParkAmazonMarketAnalyzer()
res = analyzer.predict_buy_box_win_probability(29.99, 29.99, is_fba=True)
print("Buy Box Win Probability:", res["buy_box_win_probability_pct"], "%")

License

MIT

from github.com/alphaparkinc/genpark-amazon-market-analyzer

Installing Genpark Amazon Market Analyzer

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/alphaparkinc/genpark-amazon-market-analyzer

FAQ

Is Genpark Amazon Market Analyzer MCP free?

Yes, Genpark Amazon Market Analyzer MCP is free — one-click install via Unyly at no cost.

Does Genpark Amazon Market Analyzer need an API key?

No, Genpark Amazon Market Analyzer runs without API keys or environment variables.

Is Genpark Amazon Market Analyzer hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Genpark Amazon Market Analyzer in Claude Desktop, Claude Code or Cursor?

Open Genpark Amazon Market Analyzer on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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