Findings
In this randomized clinical trial of 1487 people who smoked, those with access to viral peer-recruitment tools had significantly improved smoking cessation outcomes (44.8%) compared with those with no such access (30.8%). There were no differences in cessation outcomes between a machine learning recommender and standard motivational messaging intervention.