Platforms hold significant responsibility for the amplification of these videos. While community guidelines often prohibit bullying, the algorithmic push for "viral" content rarely distinguishes between positive and negative engagement.

Social media algorithms are agnostic to morality; they prioritize watch time, completion rates, shares, and comments.

The public discussion surrounding the video often subjects the victim to intense scrutiny, victim-blaming, and online harassment, compounding the initial trauma.