Applying topic modelling and qualitative content analysis to identify and characterise ENDS product promotion and sales on Instagram.

Instagram is a global venue for unregulated ENDS sales, including flavoured products, and access to websites lacking age verification. Such posts may violate Instagram's policies and US federal and state law, necessitating more robust review and enforcement to prevent ENDS uptake and access.