Revenue Forecast: Rota and Purchasing by Numbers Instead of Gut Feeling

The revenue forecast is the rolling prediction of the coming days and weeks — built from reservations, prior-year figures, events and weather. It is the link between sales and costs: the expected revenue drives the rota, order quantities and mise-en-place amounts. Operations without a forecast staff by gut feeling — and pay for it either with idle overtime or chaos at peak.

Interactive: your daily forecast with staffing derivation

Forecast calculator

Enter the reservation picture — expected revenue and recommended service hours appear instantly.

104expected guests
€3,328revenue forecast
37 hrecommended service hours

Target productivity (revenue per deployed service hour) is your steering lever: derive it from POS and time-tracking data of recent months — good operations run at €80–120 depending on concept. Plan the kitchen analogously via dishes per kitchen hour.

The building blocks of a usable forecast

Building blockSourceWeight
ReservationsReservation system/PMS — "on the books"The foundation: what is already certain
Experience patternsPOS data: same weekday, prior year, seasonWalk-in share and check per day type
EventsTrade fairs, holidays, home games, local eventsThe big swings up AND down
Weather7-day outlookTerrace ±30% is not unusual

From forecast to decision

Frequently asked questions

How accurate must a forecast be?

±10% on a weekly view is entirely sufficient for rota and purchasing — it is about the right order of magnitude of decisions, not prophecy. Systematic deviations (always too optimistic?) matter more than single outliers.

Does it work without reservations (walk-in business)?

Yes — then POS data carries the prediction: the same weekday of the last 8 weeks plus season/weather/event corrections. The patterns are more stable than most believe.

What does forecasting deliver in hotels?

There it is standard in revenue management (yield management) — the F&B forecast complements it: house occupancy and breakfast ratio drive F&B planning, departures the housekeeping workload.

Related terms

Switching planning to numbers?
We build your forecast routine from POS and reservation data — including productivity targets for the team.
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