A peer-reviewed study published in the Journal of Adolescent Health found that 40 percent of adolescent athletes reported experiencing online harassment, bullying or abuse, with nearly two-thirds of incidents occurring through direct messages on social media rather than public posts or comments. Researchers identified a correlation between competitive visibility—particularly for female athletes—and the severity and frequency of abuse, noting that existing platform moderation tools focused on public content fail to address the private-channel environment where the majority of harm takes place.
The operational gap the research exposes is straightforward: abusive contact directed at young athletes unfolds in one-to-one or small-group message threads that public-facing content-moderation systems do not touch. Guardii's athlete-abuse detection module, which monitors direct messages in real time across platforms including Instagram and Snapchat, identifies harassment, threats and sexually coercive language targeted at minors in competitive sport, flags hostile contact before it escalates, and surfaces a child in acute distress to parents, school administrators or sporting organisations, translating the study's findings into an immediately deployable intervention that protects the 40 percent the current infrastructure leaves exposed.
