This study aims to determine the influence of marketing, operational, and service digitalization on pilgrims' decisions in choosing umrah and hajj tour and travel services in Bogor. : Data analysis using Structural Equation Modeling Partial Least Square (PLS-SEM) technique. : A. Digitalization of Services (DL) has a significant positive effect on pilgrims' decisions, through fast, transparent, …