The dynamic effect of interactivity on customer engagement behavior through tie strength: Evidence from live streaming commerce platforms

•Interactivity has a nonlinear (inverted U-shaped) relationship with customer engagement.•Tie strength plays a completely mediating role of interactivity and customer engagement.•The various of customer ratings and tenure of memberships moderate the interactivity–tie strength relationship.•A semantic keyword similarity method is applied to customer reviews.