Adora is a Chrome extension that protects Israeli consumers from dropshipping scams in online shopping. The extension automatically detects fraudulent e-commerce websites advertised through social media platforms and displays real-time warnings when users navigate to suspicious sites.

The system analyzes thousands of advertisements daily from Meta's Ad Library, which includes ads across multiple platforms such as Facebook and Instagram. It identifies deceptive practices such as fake discounts, misleading product descriptions, and extended shipping times typical of dropshipping fraud. Adora also addresses the growing concern of emotionally manipulative advertisements that exploit sensitive themes, such as support for soldiers or fabricated store closures - to pressure consumers into impulsive purchases. Using advanced analysis combined with pattern recognition, Adora aims to help users identify potentially risky websites and make more informed decisions.