GuestFlow Research · 2026
Guest Expectations Report 2026
Published · Updated · Data: framework illustrative
Executive summary
Guests expect mobile-first answers without app installs. They accept AI when it is accurate; they reject it when it invents policies.
Key findings
- Mobile web via QR meets expectations better than mandatory apps for short stays.
- Accuracy beats personality in policy answers.
- Transparency about AI vs human handoff builds trust.
Methodology
GuestFlow Research publishes frameworks and operator-facing snapshots for education. Where figures are illustrative or compiled from public industry discourse, they are labeled. Proprietary product telemetry is anonymized and aggregated. We do not invent survey claims without a documented method.