In the murky waters of cyber threats, one tactic has steadily gained wide adoption: URL redirection in phishing attacks. This stealthy technique allows cybercriminals to cloak malicious links, making them appear harmless to unsuspecting users. Among the vast expanse of online services, various Google Services stand out as frequent targets for exploitation. Cybercriminals find it opportune ground to hide their nefarious intents behind seemingly innocuous links.