Introduction The global burden of illicit drug use remains substantial, with hundreds of millions affected by various substances such as cannabis, opioids, and cocaine. Digital psychosocial interventions have emerged to overcome barriers like time, location, and stigma, offering flexible, scalable approaches delivered via apps, websites, and messaging platforms. Yet, dropout—participants who fail to complete courses…