Social influence can shape gambling behaviour. Research has found that peers play a key role, as people often model behaviours they observe in others. This influence likely applies to both in-person and online gambling. In this study, 320 Japanese adults with moderate-risk gambling used an app over eight weeks. Compared to the control group, participants who interacted with a virtual Insightful Peer reduced their gambling symptoms and gambling frequency. People who interacted with a virtual Empathetic Peer reduced gambling spending. The findings suggest that having access to supportive virtual peers can lead to meaningful change over time.