Revenue management, answered

How do I turn market occupancy data into an actual nightly price?

Work out how much demand is still to come, then price against that. Take the occupancy the period is realistically heading for, subtract what you have already booked, and the gap is your remaining demand. A small gap means most of the demand has already been taken, so you price defensively near the lower quartile of your comp set. A large gap means the buyers are still out there, so you hold nearer the median or above it.

By Jack Murphy, Head of Revenue Management at UpRev. Running pricing for US vacation rental managers since 2017. Last updated September 1, 2026.

Do the subtraction before you touch a price

Start with the occupancy the date or period is heading for, read from how your market filled at the same point last year and how it is pacing now. Then take your own booked occupancy for the same window. The difference is the demand still available to you. Worked through: if the period looks like finishing around forty percent occupied and you are already at twelve percent, roughly twenty-eight percent of your nights are still genuinely in play. That number, not the headline occupancy, is what sets your price.

Turn the gap into a position, not a number

Price is a position against comparable homes rather than a figure you pick. A thin remaining gap means most of the demand for those dates has already committed elsewhere, and the guests still looking are the most price-sensitive, so sitting near the lower quartile of your comp set is the honest place to be. A wide gap means the buyers have not moved yet, and dropping into the bottom quartile only sells nights cheaply that would have sold anyway. Hold at the median or above and let the calendar fill.

Recheck the gap as the window closes

The gap is not a decision you make once. Each week the period gets shorter, some of the remaining demand converts, and the number moves. A date sitting at the median in April may deserve the lower quartile by June, not because the market softened but because the demand that was left has already been taken. Running the same subtraction on a weekly rhythm is what keeps a calendar priced to reality rather than to the plan you made months ago.

Where the arithmetic stops and judgement starts

Two things override the number. If your property is genuinely stronger than the homes you are measured against, a position that looks aggressive on paper is fair in practice, and the reverse is just as true. And if the comparable set is wrong, every position derived from it is wrong too, so a gap that produces a price you would refuse to accept is usually telling you to check the comparables rather than to accept the price.