The speed of online recruitment for violent extremist organizations has challenged existing efforts to intervene with counter-radicalization, leading to global instability and violence. The U.S. government's counter-radicalization messaging enterprise may benefit from using promising emerging technology tools, particularly bots, to rapidly detect targets of such recruitment efforts and deliver counter-radicalization content to them.