Through Children's Eyes: Global Research on Technology-Facilitated Sexual Exploitation

A joint UNICEF, ECPAT International and INTERPOL research project surveyed approximately 21,000 internet-using children aged 12 to 17 across 21 countries in Africa, Asia, Latin America and the Caribbean, and Eastern Europe, revealing that an estimated 20 million children in these countries, or about one in five internet-using adolescents, were sexually exploited or abused through digital technologies in a single year. In 38 percent of cases children first met the perpetrator online, and in over one in four cases the perpetrator was another child. Less than 1 percent of cases were reported to police, a social worker or helpline, and more than 4 in 10 victims disclosed the abuse to no one. Children subjected to technology-facilitated abuse were four times more likely to have suicidal thoughts and self-harm behaviors, with anxiety levels approximately 11 percentage points higher than peers.

This operational intelligence defines the gap that pattern-recognition technology must close. Guardii's anti-grooming and anti-sextortion filters detect sustained targeting, escalation and coercion as they occur in direct-message conversations in real time, intercepting the contact before a child is isolated or coerced. Because the AI analyses behavioral patterns rather than reading every message, it surfaces a child in acute distress to a parent or professional while preserving the privacy of routine exchanges. The system, deployed as a Meta Business Partner across platforms including Instagram, Snapchat, Discord and Roblox, enables the child or guardian to escalate to the appropriate authority in an emergency, addressing the severe under-reporting documented in the UNICEF study by making it possible to intervene at the earliest indicator of harm rather than waiting for the child to self-report abuse that has already occurred.