Rab7 is predominantly associated with late endosomes and lysosomes. It is recruited to these membranes in its GTP-bound active form, where it interacts with various effector proteins to mediate vesicle transport and fusion events. The specific localization of Rab7 is critical for its function in vesicular trafficking and organelle biogenesis.