When to Hold, When to Discount, and When to Worry: How to Use Booking Window Data to Make Smarter Pricing Decisions

Key takeaways

• Booking windows are changing, but not everywhere in the same way. Recent research shows shifts toward earlier bookings, but patterns vary by market and property type.

• An empty calendar doesn't necessarily mean you're behind. Compare your current bookings with historical booking pace at the same point before arrival, rather than judging performance by occupancy alone.

• Price isn't always the reason bookings are slow. Minimum-stay restrictions, cleaning fees, listing quality, and cancellation policies can all affect bookings. 

• Know when to hold, investigate, or act. If bookings are on pace, holding rates may make sense. If you're falling behind while comparable properties fill up, investigate before deciding whether to discount.

You've got dates coming up that haven't been booked, and an owner is asking why their property isn't filling up. You check your calendar again, look at your rates, and wonder whether it's time to lower them.

Do you discount now to bring in bookings? Hold your rates and trust that guests will come? Or wait another week and risk losing the chance to fill those nights? It's a decision property managers make all the time, and changing booking patterns are making it harder.

An empty calendar doesn't automatically mean something is wrong. What matters is whether you're getting the bookings you'd normally expect at that point before check-in, what the rest of your market is doing, and how much time you have left to fill those dates.

Here's how to work that out, and when it makes sense to hold your pricing or make a change.

Are vacation rental booking windows getting shorter or longer?

For several years, the conversation in short-term rentals has been about guests booking closer and closer to their travel dates. But recent research suggests that pattern is changing, and not everywhere in the same way.

What’s happening in the U.S.?

According to AirDNA's October 2026 analysis, U.S. guests started booking further ahead in the second half of 2025. August and September 2026 saw the biggest year-over-year increases in median booking lead times since 2022, while the share of reservations made within six days of arrival declined.

But not every market followed the same pattern.

• Coastal resorts and large-city suburbs experienced some of the biggest declines in last-minute bookings

• Large urban markets saw the greatest increases in reservations made at least 26 weeks in advance

• Budget and economy properties showed a stronger shift towards earlier bookings

• Luxury properties moved slightly in the opposite direction, with somewhat shorter lead times.

What’s happening in Europe?

AirDNA's September 2026 European market review found a more modest change. 

For September stays, guests booked an average of 68 days ahead, compared with 62 days in 2025. The share of bookings made more than three months in advance rose from 23.3% to 25%, while last-minute bookings remained relatively stable. But median lead times barely moved, meaning the shift toward earlier bookings was concentrated further in advance and was not happening across the board.

There were differences between countries, too. Guests in Spain and Croatia booked further ahead, while Germany and Portugal saw a shift toward later bookings.

The takeaway? There isn't one booking window that applies to every property. A family booking a large holiday home might plan months ahead. Someone booking a city apartment for a weekend might decide a few days before arrival. That's why your own booking history matters more than any industry average.

Why booking pace can give you the wrong impression

There are two important metrics that, together, help property managers understand booking behavior:

• Booking window (or booking lead time): the number of days between when a guest makes a reservation and their check-in date.

• Booking pace: how quickly your calendar is filling for future dates, usually compared with the same point last year.

In the U.S., nights on the books  for January–July 2026 stays were 8.4% ahead of the previous year at 180 days before arrival. But by the time these stays took place, demand measured in booked nights was only 1.3% higher. Europe showed an even bigger difference. Nights on the books for July 2026 stays were running 22.9% ahead six months before arrival, but final demand finished 0.5% below the previous year.

In both markets, changes in when guests booked made early demand look stronger than it turned out to be. More nights were already booked far in advance, but that didn't mean the same level of growth would carry through to the end of the season. 

For a property manager, this can work both ways. A calendar that's filling unusually early might tempt you to raise rates, when guests may simply be booking further ahead than last year. Equally, a calendar that looks empty might tempt you to discount, even though most of your usual bookings haven't arrived yet.

The question isn't just how many nights you've sold. It's how that compares with what you'd normally have sold by now.

Hold, investigate, or act? A practical framework for pricing decisions

Before deciding whether to change your rates or other settings, you need to know whether you're actually behind. Historical data is still one of the best places to start, even when booking patterns are changing. You just need to look at it differently.

Say your property finished last December at 85% occupancy. That's useful to know, but it doesn't tell you when those bookings came in. Did you already have most of them by October? Or did half arrive in November?

To find out whether you're behind this year, compare your current bookings with what was already on the books at the same point in previous years.

Step 1: work out when your guests typically book

Look at how much of your final booked occupancy was already reserved 90, 60, 30, 14, and 7 days before check-in.

Step 2: compare that pattern with your current calendar

Expected occupancy on the books = Historical final occupancy × Historical share of booked nights received by this lead time

Let's say your property typically finishes a comparable period at 80% occupancy, and historically 70% of those booked nights are already reserved by 30 days before arrival. Your expected occupancy on the books at that point would be:

80% × 70% = 56%

If you're currently at 55% booked occupancy, you're roughly on pace. If you're at 35%, you're significantly behind and should investigate.

This is a simplified historical benchmark, not a guaranteed occupancy forecast. Use comparable inventory and account for cancellations and changes in booking behavior.

Step 3: understand why identical occupancy doesn't mean identical performance

Consider two properties, both sitting at 40% booked occupancy with 30 days left before arrival

Property A is ahead of its usual pace. Its guests typically book closer to arrival, so there's no obvious reason to discount just because 60% of the calendar is still available. Property B is behind. Most of its guests usually book earlier, so the property manager should investigate.

Both properties have identical occupancy, but very different reasons to hold or adjust their rates. Occupancy tells you how full your calendar is. Booking pace helps you understand whether you should be concerned.

Step 4: decide whether to hold, investigate, or discount

Once you know where you stand, use the following framework.

When should you worry?

An empty calendar becomes more concerning when several warning signs appear together:

• You're well behind your historical booking pace

• Comparable properties are filling faster than yours

• Recent booking activity is weak

• Arrival is approaching, decreasing booking opportunity

One warning sign doesn't necessarily justify a discount. But when several appear together, waiting can become more costly than making a measured adjustment.

Before discounting, check what else could be affecting bookings

Price isn't always the problem. A two-night calendar gap may be difficult to fill because you require a three-night minimum stay. Your nightly rate might be competitive, but cleaning fees could make the total price less attractive. Or your listing may be losing bookings because of its photos, amenities, or cancellation policy.

Sometimes adjusting a restriction or improving your listing will work better than lowering rates. And if you do discount, start with specific dates rather than the whole calendar, and consider whether the additional revenue justifies the lower price after costs and fees.

The same thinking applies when bookings are coming in faster than expected. Before raising rates, check whether demand in your market really supports it or whether guests are simply booking earlier this year.

Make booking window analysis part of your pricing routine

Booking window data shouldn't be something you look at only when your calendar starts worrying you. Make it part of your regular revenue management process 

Compare current bookings against historical pace, monitor recent booking activity, and check how comparable properties are performing. Track average daily rate (ADR) and revenue per available rental (RevPAR) alongside occupancy so you're measuring revenue performance, not just how full your calendar is.

If you’re managing multiple listings, dynamic pricing can help. Hostaway Dynamic Pricing analyzes multiple factors including market demand, seasonality, booking pace, and property characteristics to adjust nightly rates automatically. You can set pricing limits, choose your strategy, and override rates when you need to.

Customers using Hostaway Dynamic Pricing see a 25.1% increase in revenue per listing, on average, and a 28.6% increase in occupancy even as ADR declined by 2.5%. It's a useful reminder that the highest nightly rate doesn't always bring in the most revenue.

The next time you see more empty dates than you'd like, don't start by asking how much you should discount. Ask whether you're actually behind, whether the rest of the market is seeing the same thing, and how many bookings you'd normally expect between now and arrival.

Sometimes the right decision is to lower your rates. Sometimes it's to fix a booking restriction or improve your listing. And sometimes, there's nothing wrong with your calendar at all. Knowing the difference is what makes booking window data useful.

FAQs

What is a good booking window for a vacation rental?

There's no single ideal booking window. It depends on your property type, location, season, and the guests you attract. A large holiday home may receive bookings months ahead, while a city apartment might attract more last-minute reservations. Rather than aiming for an industry average, look at when your own guests typically book and whether that pattern is changing.

How far in advance should I lower my vacation rental rates?

There's no fixed number of days before check-in when you should discount. If most of your bookings typically arrive within two weeks of check-in, lowering rates 60 days out may be unnecessary. But if your guests normally book months ahead and you're falling behind comparable properties, you may need to act sooner. Use your historical booking pace and current market demand to guide the decision.

Should I lower my prices if my vacation rental isn't getting bookings?

Not necessarily. First, check whether you're actually behind your usual booking pace and how comparable properties are performing. If demand is healthy but your listing isn't attracting bookings, the problem might be your minimum-stay requirements, total price, photos, or cancellation policy. Fixing those issues may work better than discounting. If your rates are too high for current demand, a targeted price adjustment could help.

Can I still rely on last year's booking data to set my prices?

Yes, but don't rely on it alone. Historical data shows when guests usually book and how your property has performed in similar periods. However, booking windows, local demand, competition, and guest preferences can change. Compare current bookings with what you had on the books at the same point last year, then check whether market conditions support the same expectations.

How often should property managers review booking pace?

It depends on how far ahead your guests typically book. Properties with longer booking windows may benefit from reviewing demand several months before arrival, while those attracting last-minute bookings need closer attention as check-in approaches. A weekly review is a useful starting point for many operators, with more frequent checks for approaching dates or unusual changes in demand. Dynamic pricing tools can help monitor and respond to these changes automatically.