There is a growing demand for online fraud prevention due to scam-related losses exceeding $1 trillion annually. These losses go beyond financial impact, including emotional distress, depression, trauma, suicidal thoughts, severe indebtedness, and even death. Consider the heartbreaking case of Elijah Heacock, a young boy from Kentucky, who tragically took his own life on February 28, 2025, after being unable to meet the ransom demands of scammers threatening to expose his nude photos online.