BAM - Buyer Analytics Management

Human Decision Intelligence system that analyzes digital pricing manipulation and behavioral patterns.

Welcome to BAM (Buyer Analytics Management), an advanced Human Decision Intelligence system developed as part of a PhD research initiative at Shoolini University. BAM acts as your personal "Intelligent Shield" while you shop online, protecting you from psychological pricing manipulation, hidden traps, and e-commerce dark patterns. 🧠 WHAT DOES BAM DO? Modern e-commerce platforms use complex algorithms to create a sense of urgency (FOMO), hide actual costs, or push you toward overpriced products. BAM analyzes these digital environments in real-time and empowers you with a data-driven "Trust Score" and behavioral insights. 🚀 KEY FEATURES: • 🛡️ Dark Pattern Detection: Instantly identifies FOMO traps, false scarcity, and hidden premium charges on product pages. • 📊 Real-Time Trust Score: Evaluates the credibility of the product listing based on your interaction and platform behavior. • 🛒 Intelligent Telemetry: Tracks your visits and 'dwell time' across major platforms (Amazon, Flipkart, Myntra, etc.) to evaluate if you are making an impulsive purchase. • 📋 Deep Behavioral Analysis: Provides specific "Evidence" and "Actions" to help you avoid manipulation and save money. 🔒 100% PRIVACY-FIRST & NON-INVASIVE Built on strict academic and ethical guidelines, BAM operates on a "Local-First" architecture: • NO access to your passwords, payment details, or credentials. • You have full control to disable, delete data, or uninstall at any time. Equip your browser with BAM and transform from a vulnerable consumer into an empowered, data-driven shopper.