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MRx AI - COD Fraud Protection

Smart COD fraud protection system for Bangladesh e-commerce. Reduces fake COD orders by 80-90% using risk scoring, phone tracking, and behavior analysis.

by Your Name · github.com/taibur-rahaman/mrx-ai-cod-fraud-protection- · website

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Install

No release zip yet. The repository archive installs, but the folder name will carry the branch suffix and updates will not flow:

wp plugin install https://github.com/taibur-rahaman/mrx-ai-cod-fraud-protection-/archive/refs/heads/main.zip

Readme

MRx AI — COD Fraud Protection

WordPress/WooCommerce plugin that reduces fake Cash-on-Delivery (COD) orders in Bangladesh e-commerce using AI-powered risk scoring, phone reputation tracking, and behavioral analysis.

Overview

Bangladesh e-commerce relies heavily on COD, but fake or repeat-abuse orders cost merchants shipping fees and inventory. MRx AI scores each checkout in real time and can block or flag high-risk orders before they ship — targeting an 80–90% reduction in fraudulent COD orders.

Features

  • Risk scoring engine — Multi-signal score per order at checkout
  • Phone reputation tracking — Detect repeat offenders and blacklisted numbers
  • IP address tracking — Geographic and abuse-pattern signals
  • Device fingerprinting — Identify returning bad actors across sessions
  • Behavior analysis — Cart and browsing patterns that indicate fraud
  • Dokan marketplace integration — Works with multi-vendor WooCommerce setups
  • Courier feedback loop — Learn from delivery outcomes (returned/refused)
  • Facebook Conversions API — Sync fraud signals with ad optimization
  • Admin dashboard — Review flagged orders and configure thresholds
  • Configurable thresholds — Tune sensitivity per store

Requirements

Requirement Version
WordPress 5.8+
WooCommerce 5.0+
PHP 7.4+
Dokan Optional (multi-vendor)

Installation

  1. Download or clone this repository.
  2. Upload the plugin folder to /wp-content/plugins/mrx-ai-cod-fraud-protection/.
  3. Activate MRx AI COD Fraud Protection in WordPress Admin → Plugins.
  4. Configure settings under WooCommerce → COD Fraud Protection.

Plugin Structure

MRx-Ai-COD-Fraud-Protection-/
├── mrx-ai-cod-fraud-protection.php   # Main plugin bootstrap
├── admin/                            # Admin dashboard and settings UI
├── includes/                         # Core scoring, tracking, and API logic
├── assets/                           # CSS and JavaScript for admin
├── uninstall.php                     # Cleanup on uninstall
├── PLUGIN-STRUCTURE.md               # Detailed architecture notes
└── readme.md                         # WordPress.org-style readme

Configuration

After activation, open WooCommerce → COD Fraud Protection to set:

  • Risk score thresholds (block vs. review)
  • Phone and IP blacklist rules
  • Dokan vendor-specific settings (if applicable)
  • Facebook Conversions API credentials (optional)

See PLUGIN-STRUCTURE.md for internal module documentation.

Development

This is a standard WordPress plugin. For local development:

  1. Symlink or copy the plugin into your WordPress wp-content/plugins/ directory.
  2. Enable WP_DEBUG in wp-config.php for development logging.
  3. Use a WooCommerce test store with COD enabled.

Author

Md Taibur Rahaman — GitHub

License

GPL v2 or later — see LICENSE.

Read the full README on GitHub →