Revenue management, answered

Why does comparing this month to last month not tell you whether your pricing is working?

Month-over-month comparisons mix pricing performance with demand shifts, calendar quirks, and market conditions you didn't control. Without isolating those variables, you can't tell whether your rates drove results or the market just handed them to you.

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

Demand Is Not Constant Month to Month

Every market has seasonal demand curves, and moving from one month to the next means you're comparing fundamentally different booking environments. A revenue gain in March over February may reflect nothing more than natural demand recovery. To evaluate pricing decisions, you need to compare periods with similar demand profiles, primarily year-over-year same-period comparisons or performance against a defined comp set.

The Metric That Actually Tells You Something

RevPAR relative to market is the cleaner signal. If your portfolio's occupancy and ADR moved in the same direction and magnitude as the broader market, pricing didn't outperform, demand did. Your job is to capture more than your fair share of available revenue, not just ride the market up. Track your pace and pickup against historical booking windows for the same future dates to see whether your current rate positioning is pulling demand forward or pushing it away.

Isolate What You Actually Controlled

Before drawing any conclusion from a month-over-month comparison, strip out factors outside your pricing decisions: new inventory added to the portfolio, properties that were off-market, local events that shifted demand, and any minimum-stay rule changes. What remains is the performance attributable to rate strategy. Most managers skip this step and end up crediting or blaming pricing for outcomes it had little to do with.