rely on paid listings, manual filters, and ranking bias, CarArth leverages artificial intelligence to understand user preferences and deliver highly relevant car recommendations—without requiring users to navigate multiple platforms. To address trust and transparency challenges in the used car ecosystem, CarArth is also developing OdoShield, an internal intelligence layer designed to detect and flag potential odometer discrepancies and data inconsistencies. This enhances buyer confidence by embedding verification signals directly into the discovery process. The platform is designed to reduce decision fatigue, improve transparency, and streamline the car buying journey by prioritizing relevance and trust over volume. Founded by Kritarth Pattnaik, CarArth represents a shift toward intent-driven digital marketplaces in the automotive sector, combining AI-powered discovery with embedded trust infrastructure.