Revenue management questions.

84 revenue management questions from the bank, ready to practice out loud.

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RevPAR & rate fences: selling the same room at many prices Channel economics: OTA commissions vs direct Pacing, pickup & displacement: forecast-driven decisions

All 84 questions

Forecasting after convention cancellationWalk me through how you'd forecast demand for a city hotel when a major convention is canceled three weeks out.Demand forecastingMid–senior

Pricing holiday weekend underperformanceWalk me through how you'd handle rates for a holiday weekend that's filling 30% slower than last year.Dynamic pricingMid–senior

Segmenting transient versus group businessWalk me through how you'd think about segmenting transient versus group business for a hotel growing into a new market.SegmentationSenior–leadership

OTA commissions squeezing marginWalk me through your approach when an OTA's commissions are squeezing margin but they drive 40% of bookings.Channel strategySenior–leadership

Length-of-stay restrictions during peakWalk me through how you'd set length-of-stay restrictions during a peak weekend.Length Of Stay optimizationMid–senior

Handling diverging pacing dataWalk me through how you'd handle pacing data that's diverging sharply from last year for next quarter.Demand forecastingSenior–leadership

Undercutting major competitor rate dropWalk me through your call on whether to undercut a major competitor whose rates dropped 20%.Dynamic pricingSenior–leadership

Evaluating corporate rate cut RFPWalk me through how you'd evaluate a corporate-account RFP that's asking for a 10% rate cut.SegmentationSenior–leadership

Shifting revenue to direct bookingWalk me through how you'd shift more revenue to direct booking without sacrificing visibility.Channel strategySenior–leadership

High-demand night between low-demand nightsWalk me through how you'd handle a high-demand night squeezed between two low-demand nights.Length Of Stay optimizationMid–senior

Forecast disagreeing with GM intuitionWalk me through what you'd do with a forecast that disagrees with the GM's gut.Demand forecastingSenior–leadership

Pricing inaugural opening weekWalk me through how you'd price an inaugural opening week with no demand data.Dynamic pricingSenior–leadership

Segment over-indexing on tight inventoryWalk me through how you'd handle a segment that's heavily over-indexing your forecast on a tight inventory night.SegmentationSenior–leadership

OTA rate parity exception negotiationWalk me through how you'd negotiate with a major OTA pushing for a rate parity exception.Channel strategySenior–leadership

ADR versus occupancy trade-offWalk me through how you'd handle the trade-off between higher ADR and higher occupancy.Length Of Stay optimizationSenior–leadership

Forecasting during sudden weather eventWalk me through how you'd handle short-term forecasts when a sudden weather event is approaching.Demand forecastingMid–senior

Pricing when compset signals dipWalk me through how you'd handle pricing when your compset is signaling a coming dip but you're holding rates.Dynamic pricingSenior–leadership

Rebalancing leisure versus business mixWalk me through how you'd structure rates for a leisure-versus-business mix you're trying to rebalance.SegmentationSenior–leadership

Metasearch driving direct conversionsWalk me through your strategy when a third-party metasearch is driving most of your direct conversions.Channel strategySenior–leadership

Lifting minimum-stay restrictions earlyWalk me through your call on lifting a minimum-stay restriction earlier than planned.Length Of Stay optimizationSenior–leadership

Forecasting seasonal resort with peaksWalk me through how you'd build a forecast for a destination resort with seasonality but high event-driven peaks.Demand forecastingSenior–leadership

Regional GMs disagreeing on pricingWalk me through your approach when GMs in your region disagree on a year-end pricing strategy.Dynamic pricingSenior–leadership

Pursuing unprofitable long-tail segmentsWalk me through how you'd assess whether to chase a long-tail group segment that hasn't been profitable.SegmentationSenior–leadership

Competitor undercutting parity rulesWalk me through how you'd handle a new direct-booking competitor undercutting parity rules.Channel strategySenior–leadership

Low shoulder nights, sold-out peaksWalk me through your approach when shoulder-night occupancy is low but peak nights are sold out.Length Of Stay optimizationMid–senior

Demand model with competitor pricingWalk me through how you'd build a demand model that incorporates competitor pricing signals.Demand forecastingSenior–leadership

Last-minute aggressive discounting decisionWalk me through your decision on whether to discount aggressively in the last 14 days when pickup is slow.Dynamic pricingSenior–leadership

Wholesale segment undercutting ratesWalk me through how you'd evaluate a wholesale segment whose rates undercut everyone else.SegmentationSenior–leadership

Presenting channel-mix shift to ownershipWalk me through how you'd present a channel-mix shift recommendation to ownership.Channel strategySenior–leadership

Structuring stay-free promotional offerWalk me through how you'd structure a stay-three-nights-get-one-free offer without cannibalizing rate.Length Of Stay optimizationSenior–leadership

Forecasting when advance bookings surgeWalk me through how you'd forecast demand for a beach resort when you notice advance bookings are trending 15% ahead of last year.Demand forecastingEntry–mid

Pricing when occupancy lags compsetWalk me through how you'd adjust pricing when your property is at 60% occupancy but your compset is at 80% for the same dates.Dynamic pricingEntry–mid

Pricing corporate versus leisure segmentsWalk me through how you'd differentiate pricing between corporate and leisure segments for a Tuesday night in low season.SegmentationEntry–mid

Deciding GDS presence strategyWalk me through how you'd decide whether to increase or decrease your GDS presence when direct bookings are growing.Channel strategyEntry–mid

Minimum stay pricing strategyWalk me through how you'd set a minimum-length-of-stay requirement for New Year's Eve when you expect to sell out.Length Of Stay optimizationEntry–mid

Forecasting music festival weekend demandWalk me through how you'd forecast a three-day music festival weekend when similar events drove 95% occupancy in the past.Demand forecastingEntry–mid

Responding to competitor flash salesWalk me through how you'd respond when a competitor launches a flash sale offering 25% off rack rates for next month.Dynamic pricingEntry–mid

Identifying most profitable guest segmentsWalk me through how you'd identify which guest segments are most profitable when analyzing last quarter's revenue mix.SegmentationEntry–mid

Allocating inventory between channelsWalk me through how you'd allocate inventory between your website and a preferred OTA partner during a busy month.Channel strategyEntry–mid

Removing minimum stay below forecastWalk me through how you'd remove a three-night minimum when you're tracking 20% below forecast two weeks out.Length Of Stay optimizationEntry–mid

Adjusting forecast after monthly missWalk me through how you'd build next month's forecast when this month came in 10% under your original projection.Demand forecastingEntry–mid

Pricing soft midweek nightsWalk me through how you'd price midweek nights when weekends are selling well but Monday through Wednesday are soft.Dynamic pricingEntry–mid

Overriding AI pricing recommendationsYour AI forecasting tool is recommending rates well below your read of the market for a quarter you know has unannounced citywide events coming. Walk me through how you'd decide when to override the system.Demand forecastingSenior–leadership

Pricing engine error and recoveryYou arrive Monday to find your automated pricing engine dropped weekend rates 40% overnight on bad competitor data, and sixty rooms sold at the wrong price. Walk me through your response.Dynamic pricingSenior–leadership

Disaster surge pricing ethicsA hurricane evacuation is filling your market and demand is spiking. Walk me through how you'd set rates — and where revenue management has to stop.Dynamic pricingSenior–leadership

Major event rate strategyA stadium show by a major touring act was just announced for a Saturday nine months out. Walk me through how you'd build your strategy for that weekend, starting today.Demand forecastingMid–senior

AI assistant channel strategyA growing share of your bookings now arrives via travelers' AI assistants that compare every rate in seconds and never see your brand campaigns. Walk me through how that changes your channel and rate strategy.Channel strategySenior–leadership

Shifting to profit per roomOwnership wants the monthly call to run on profit per available room, not RevPAR. Walk me through what changes in how you price and which business you accept.SegmentationSenior–leadership

Long-stay pricing and restrictionsRemote workers are asking your property for 10-to-28-night stays. Walk me through how you'd price and restrict long stays without giving away your peak nights.Length Of Stay optimizationMid–senior

Competitive pricing tool complianceA pricing vendor pitches you a tool that recommends rates using pooled data from competing hotels in your market, and regulators have started scrutinizing exactly this practice. Walk me through your evaluation.Dynamic pricingSenior–leadership

OTA channel shift diagnosisYour dashboard shows one OTA's share of bookings jumped from 20% to 35% in a quarter while direct fell. Walk me through how you'd diagnose what happened before changing anything.Channel strategyMid–senior

Group block on peak weekendIt's Friday evening and group sales needs your sign-off by Monday on an 80-room block at a 25% discount — over what's pacing to be your strongest weekend of the year. Walk me through your analysis.SegmentationSenior–leadership

Unusual pickup spike investigationYour pickup report shows 30 rooms booked overnight for a date three weeks out that normally picks up five a night. Walk me through what you'd check before touching rates.Demand forecastingEntry–mid

Single night minimum exceptionA guest calls wanting just the Saturday of a two-night-minimum weekend and offers to pay more for the single night. Walk me through how you'd think about it and who you'd ask.Length Of Stay optimizationEntry–mid

New competitor rate responseWalk me through how you'd adjust your revenue strategy when a new competitor opens next door with 150 rooms at a 15% lower rate point.Dynamic pricingMid–senior

Shoulder season demand forecastWalk me through how you'd forecast demand for shoulder season when historical data shows high variance year-over-year.Demand forecastingEntry–mid

Metasearch conversion gapWalk me through your approach when metasearch is driving strong awareness but converting at half the rate of direct channels.Channel strategyMid–senior

Festival and business travel overlapWalk me through how you'd set minimum length-of-stay requirements when a three-day music festival overlaps with regular business travel demand.Length Of Stay optimizationMid–senior

Premium room category segmentationWalk me through how you'd segment leisure travelers when introducing a premium room category that's 40% more expensive than standard.SegmentationMid–senior

Revenue on track, GOP missingWalk me through what you'd do when your revenue forecast is tracking perfectly but GOP is missing budget by 8%.Dynamic pricingSenior–leadership

Sports team block negotiationWalk me through how you'd handle a local sports team requesting a block of 50 rooms per game at a 25% discount for twelve home dates.SegmentationMid–senior

Post-renovation capacity pricingWalk me through your pricing approach for the first two months after a major renovation that adds thirty percent to your room count.Dynamic pricingMid–senior

Hybrid work demand shiftWalk me through how you'd forecast next quarter's demand when a major employer in your market just announced hybrid work starting next month.Demand forecastingMid–senior

Weekday strength, weak weekendsWalk me through how you'd optimize length-of-stay when weekday demand is strong but weekend occupancy is running twenty points lower.Length Of Stay optimizationEntry–mid

Wholesaler volume commitmentWalk me through your decision process when a wholesaler offers to commit to 500 room nights next quarter at a 35% discount to BAR.Channel strategyMid–senior

Corporate travel rate recoveryWalk me through how you'd segment business when corporate travel is recovering but at lower rates than you had pre-pandemic.SegmentationMid–senior

Pace strong, rate decliningWalk me through what you'd do when your booking pace is healthy but average daily rate is trending 12% below last year.Dynamic pricingEntry–mid

First-time major event forecastWalk me through how you'd approach demand forecasting when your market is hosting a major event for the first time with no comp set data.Demand forecastingMid–senior

Direct bookings rising costsWalk me through your strategy when direct bookings are growing but blended channel costs are rising due to increased marketing spend.Channel strategySenior–leadership

Closed-to-arrival with partial availabilityWalk me through how you'd set closed-to-arrival restrictions when you're sold out Saturday but have availability Friday and Sunday.Length Of Stay optimizationEntry–mid

Pricing during forecasted demand reductionWalk me through how you'd price rooms when a weather event is forecasted to reduce fly-in demand by an estimated forty percent.Dynamic pricingMid–senior

Segmenting demand for extended stayWalk me through your approach to segmenting demand when adding a new extended-stay product alongside traditional transient rooms.SegmentationMid–senior

Forecasting with doubled cancellationsWalk me through how you'd adjust your forecast when advance bookings are up fifteen percent but cancellation rates have doubled.Demand forecastingMid–senior

Guaranteeing availability pre-contractWalk me through what you'd recommend when the sales team wants to guarantee room availability for a potential corporate account before contract signature.SegmentationMid–senior

GDS rate parity with OTAsWalk me through how you'd handle a GDS that delivers high-value customers but requires rate parity with higher-commission OTAs.Channel strategySenior–leadership

Length-of-stay strategy for event packagesWalk me through your length-of-stay strategy when offering packages that include tickets to a two-night concert event.Length Of Stay optimizationMid–senior

Loyalty member rate tier pricingWalk me through how you'd price a new market segment when loyalty members are requesting a dedicated rate tier below flexible rates.Dynamic pricingMid–senior

Forecasting through market gentrificationWalk me through how you'd forecast demand when your market is experiencing gentrification and the customer mix is visibly shifting.Demand forecastingSenior–leadership

OTA preferred placement rate reductionWalk me through your recommendation when a major OTA proposes a preferred placement program that guarantees top visibility for a five percent rate reduction.Channel strategySenior–leadership

Lease-up pricing with competing deliveriesYour 300-unit lease-up is 40% leased at month six against a 55% pro forma, with two competing buildings delivering next quarter. Walk me through how you'd adjust pricing and concessions.Dynamic pricingSenior–leadership

Leasing forecast with new competitionWalk me through how you'd forecast leasing demand for a stabilized 200-unit building heading into winter, with three new properties delivering within a mile.Demand forecastingMid–senior

Renewal increases without spiking turnoverAcross your portfolio, some units sit 15% under market and others are at market. Walk me through how you'd set renewal increases without spiking turnover.SegmentationMid–senior

Rebalancing channels after price increaseInternet listing services drive 70% of your leasing traffic and their per-lead pricing just jumped again. Walk me through how you'd rebalance your channel mix.Channel strategyMid–senior

Managing lease expiration clusteringWalk me through how you'd manage lease terms and expirations so a 250-unit building doesn't stack half its move-outs in the weakest leasing months.Length Of Stay optimizationMid–senior