Objective
To compare machine learning recommender (ML recommender) computer tailoring of motivational text messages vs a standard motivational text–based intervention (standard messaging) and a viral peer-recruitment tool kit (viral tool kit) for recruiting friends and family vs no tool kit in a smoking-cessation intervention.