Amazon Catalog KPIs & Performance Intelligence
Comprehensive executive performance & pricing intelligence system engineered for Amazon's multi-category catalog (Air Conditioners, Appliances, Electronics, Fashion, Home & Kitchen, Fitness, Automotive, Grocery & Pet Supplies). Delivers real-time Bayesian sentiment scoring, price-band velocity diagnostics, and demand-elasticity simulation.
Category Discount vs. Weighted Rating Matrix
Click any category bar to filter the entire intelligence suite
Catalog Discount Tier Distribution
Segmentation by promotional markdown depth
Discount % vs. Customer Rating & Demand Cluster
X-Axis: Discount % • Y-Axis: Rating (★) • Bubble Size: Review Volume (Hover to inspect)
Top Value-for-Money Deals
Ranked by composite Deal Score (Discount × Rating × log₁₀ Reviews)
Price-Band Performance & Demand Velocity
Analyzing how price positioning affects review velocity and customer satisfaction
Amazon Top Brand Equity & Performance Index
Leading brands ranked by verified customer demand, weighted rating, and promo efficiency
Amazon 10-Sector Commercial & Operational Performance Scorecard
| Amazon Sector | Active SKUs | Avg MRP | Realized ASP | Avg Markdown | Weighted ★ | Demand Volume | Est. GMV Share | Health Index | Strategic Role |
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What-If Pricing & Elasticity Parameters
Simulate how promotional discount changes impact unit demand, gross revenue, and net margin across Amazon categories.
Est. Monthly Volume: 1.54M → 1.92M units
Effective Discount Rate: 42.8% → 52.8%
Price drop offset by elastic volume surge
Status: Optimal Accretive Zone
Price-Elasticity Revenue & Profit Response Curve
Simulated across discount shifts from -20% to +30% showing the Optimal Profit Sweet Spot
| Product Name & SKU | Category | Rating | Reviews | Actual MRP | Discount Price | Markdown % | Deal Score | Inspect |
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Polyglot High-Performance Amazon Analytics Architecture
Engineered by Abdallah Rady to process Amazon's 17 category partitions using C++20 SIMD vectorization, Java 17 Enterprise Streams, SQL/DAX Star Schema, and Reactive ES2026 KPI engines.
SIMD Pricing & Elasticity Core
Vectorized What-If matrix math & Bayesian score calculation (`AmazonPricingEngine.cpp`).
Parallel 17-Archive Aggregator
Concurrent Stream API departmental KPI aggregation (`AmazonCatalogETL.java`).
Power BI Star Schema & Measures
Weighted Rating, Buy-Box Readiness & GMV Proxy DAX (`AmazonStarSchema.sql`).
Executive KPI & SVG Telemetry
Real-time 8-KPI computation & custom SVG rendering (`AmazonKpiEngine.js`).
Integrated Amazon Warehouse Partitions
Pre-modeled across all core Amazon category tables: