Several city hotels we reviewed saw concierge request volume climb after 22:00 once the guest app launched. Leadership worried about understaffing. Night auditors noticed something else: the phone line went to voicemail at 21:30, while the app stayed open.
Separate channel shift from new demand
Plot requests by hour against phone and WhatsApp logs for the same fortnight. If total late requests barely move while app share rises, you have channel migration. If totals jump, dig into categories — transport, amenities, complaints — before adding headcount.
Categories that deserve a page in the brief
- Amenity runs that should be a preset menu, not free text
- Transport asks that collide with contracted driver cutoffs
- Complaints that belong with the duty manager, not a general concierge queue
Closing thought
Guest app analytics for hospitality guest apps are most useful when they respect the property’s night rules. An open channel after the desk thins out is a policy choice, not automatically a staffing failure.