Nitrous oxide misuse is widely visible on major social media platforms and often portrayed without risk information, potentially encouraging youth uptake. Public health strategies should include education campaigns, stricter regulations (e.g., age limits, warning labels), and platform collaboration to reduce exposure. Further research should examine long-term trends and behavioral impacts of online portrayals.