Hardware and airport operators jointly lead the airport passenger-service robots market at 52.0% share, followed by terminals at 56.0% by application. Adoption hinges on improving passenger assistance, reducing routine staff workload, and delivering reliable service across busy airport environments, while integration with airport operations and deployment costs remain key constraints.