The proposed solution entails the development of a web application that employs advanced website analysis techniques, including but not limited to IP series examination, source code scrutiny , signature comparison, and trust score evaluation . The ultimate aim is to empower users with real-time scam alerts seamlessly integrated into their web browsers .