The guide provides practical guidance for researchers who wish to implement data collection with the GESIS AppKit and the corresponding participant-facing app GESIS SMART. It explains how researchers can use the research infrastructure to set up and conduct mobile studies, from project creation and participant enrollment to survey configuration, scheduling, and data export.