How AI is Transforming the Marketplace Experience
Fraud detection, smart pricing, and AI advisors are redefining what a marketplace can be. Here's how LinkoraNet's AI engine works under the hood.
AI at the Core of LinkoraNet
Every listing on LinkoraNet is processed by our multi-layer AI engine:
1. Smart Pricing Engine Analyzes comparable sales, seasonal trends, and seller history to label each listing as Below Market, Fair, or Above Market in real-time.
2. Fraud Detection System Our ML model has a 94.7% accuracy rate detecting fraudulent listings using 38 behavioral and content signals including new seller patterns, pricing anomalies, and image analysis.
3. AI Advisor The integrated chat assistant can compare listings, evaluate investment potential, and even help users draft offer letters — all in English or Arabic.
4. Smart Match Algorithm Goes beyond keyword search to understand user intent, ranking listings by trust score, market value alignment, and personalized preference signals.