Social media posts can reveal personal details that scammers use for identity theft and targeted fraud. Public birthday, family, job, or pet information, combined with leaked passwords and AI-generated voice cloning, makes impersonation more convincing. Review privacy settings, verify urgent requests by alternate channels, use unique passwords and multi-factor authentication to reduce risk.