Revenue managers use booking lead time data to identify guest segments by how far in advance they typically book, then time rate adjustments and campaigns to match each segment’s behavior. Paired with local event calendars, lead time data helps hotels capture last-minute demand before it peaks — and before the guests who book on short notice disappear to a competitor who caught them first.

Last-minute business has always required a different playbook. But it’s gotten harder to run. A growing share of the research process now happens in AI search — ChatGPT, Gemini, and similar tools — before a guest ever visits an OTA or your website. By the time a reservation appears in your system, the decision was already made somewhere you couldn’t see. The window you have to influence a last-minute booker is shorter than it looks.

The aggregate booking data doesn’t make this obvious. SiteMinder’s 2025 Hotel Booking Trends report, based on more than 130 million hotel bookings, found the average global booking window reached 32.15 days — longer than prior years. But that average includes planners who book weeks or months out. Strip those out and a different picture emerges: event-driven and last-minute leisure guests are still booking close in, often within 10 to 14 days of arrival, with the actual decision happening earlier and out of view.

Revenue managers who know which guests in their database book late — and can time campaigns to reach them before they decide — are capturing demand that everyone else is missing. Here are four ways to do it.

Extend stays during slow days of the week

Not every night performs equally. Most properties have one or two days of the week where occupancy drops and rates follow. Stay extension campaigns target guests who are already on-property or arriving soon — people who have already made the decision to travel and are, in many cases, dreading the return to normal life.

The ask is smaller than it sounds. Adding one or two nights to an existing stay is a much lighter lift for a guest than booking a new trip from scratch. If they’re enjoying themselves, the right offer at the right moment often does the work.

In Revinate Guests, use the day-of-week (DOW) segmentation filter to isolate guests checking out on your lowest-performing night. Build a campaign that goes out 24 to 48 hours before their scheduled departure — enough lead time to plan, close enough that the decision feels immediate. Pair the extension offer with something concrete: a dining reservation, a late checkout, a local event happening that evening. Make staying feel like the easier choice.

Re-engage guests who book late

Some guests will never book three weeks out. That’s not a failure of your marketing — it’s a segment with a consistent behavioral profile. They’ve told you, through their own booking history, that they decide close to arrival. The question is whether you’re talking to them when they’re actually in decision mode.

A campaign targeting past guests with booking lead times of three days or fewer, sent on a Thursday or Friday, puts a direct offer in front of people who are already looking for somewhere to go that weekend. Weather, local events, last-minute packages — these are all legitimate hooks for this segment because they match how this guest actually makes decisions.

In Revinate Guests, filter by booking lead time — set the threshold at two or three days — to build a list of guests who have historically booked on short notice. Keep the offer simple and the copy direct. This segment doesn’t need a lot of persuasion. They need the right offer to land at the right moment.

Target drive-to guests during off-peak periods

Local and regional guests — typically within a two- to three-hour drive of your property — have always been a reliable off-peak segment. They don’t need to clear their schedules around flights. They’re not waiting for a school holiday. A compelling mid-week offer can move them.

SiteMinder’s 2025 data shows that domestic travel continued to gain share in the US, with 77% of arrivals coming from within the country, up from 73.78% the year before. Drive-to guests aren’t a fallback — they’re a core audience, and one that often books with less lead time than long-haul travelers.

In Revinate Guests, use the guest location filter to define your drive-to radius — typically 50 to 150 miles depending on your market. Pair that with a lead time filter to identify which guests in that radius tend to book on short notice, then time your campaigns accordingly. Offers that emphasize parking, early check-in, or on-property dining give this segment a reason to act that long-haul travelers don’t need.

Capture more revenue from arriving and on-property guests

A guest who has already booked is your warmest audience. They’ve committed to the trip and are, in most cases, in a positive headspace about it. Pre-arrival and on-property messaging — timed correctly and tied to their profile — converts at rates that prospecting campaigns rarely match.

The offers that work best here are specific, not generic. Drive-to guests respond to parking and dining. Families respond to breakfast packages and kid-friendly activity suggestions. Guests arriving for a local event respond to anything that makes attending easier — early check-in, late checkout, a room with the right view of the venue.

In Revinate Guests, use the guest status segmentation filter to isolate guests who are arriving in the next 24 to 72 hours or currently on-property. Cross-reference their profile data to match the offer to the guest — not to a generic segment. A family that has stayed with you twice and always books a suite doesn’t need a parking offer. A business traveler extending into the weekend might. For more on building hotel upselling offers that convert, see our full guide.

How event data sharpens all four of these strategies

Local events create demand spikes that don’t always show up in booking patterns until it’s too late to act on them. According to Lighthouse’s analysis of major 2025 events, demand for city-centre hotels typically surges 10 to 14 days before an event — a window that’s easy to miss if you’re only watching your own booking pace.

Revenue managers who monitor local event calendars alongside their lead time data can get ahead of that surge: adjusting rates, tightening minimum stay requirements, and targeting relevant guest segments before the pickup becomes obvious. A concert pulling 20,000 people to your market is a stay extension opportunity, a last-minute segment play, and a pre-arrival upsell moment — all at once, for different parts of your guest database.

The segmentation filters in Revinate Guests make it possible to act on all three without building separate campaigns from scratch each time. Once the audience logic is set, the work is in the offer and the timing — not in rebuilding the list.

Frequently asked questions

What is a booking lead time for hotels?

Booking lead time is the number of days between when a reservation is made and the guest’s check-in date. Revenue managers track lead time by segment to understand which guests book far in advance versus close to arrival — a distinction that shapes both rate strategy and campaign timing. A guest who consistently books two days out behaves very differently than one who plans six weeks ahead, and the right offer for each looks nothing alike.

Are hotel booking windows getting shorter?

It depends on the segment. Average global booking windows have actually lengthened — SiteMinder’s 2025 Hotel Booking Trends report, based on more than 130 million bookings, found the global average reached 32.15 days. But that number masks significant variation. Event-driven and last-minute leisure guests still book close in, often within 10 to 14 days of arrival. And because more of the research process now happens in AI search tools before a guest ever visits an OTA or hotel website, the booking that appears in your system represents only the final step of a longer decision that was already made.

How do hotels use local event data to adjust rates?

Revenue managers who track local event calendars alongside their booking pace data can identify demand surges before they show up in reservations. Analysis of major 2025 events found that city-centre hotel demand typically spikes 10 to 14 days before an event. Hotels that catch this pattern early can adjust rates, set minimum stay requirements, and target relevant guest segments — rather than reacting after the pickup is already visible and rate leverage is gone.

What guest segments benefit most from lead time-based campaigns?

Four segments respond particularly well. Guests with short historical lead times are the natural audience for last-minute offers sent Thursday or Friday. On-property and arriving guests convert well on pre-arrival upsells tied to their profile. Drive-to guests within a defined radius are a reliable off-peak and mid-week segment. And guests checking out on slow days of the week are strong candidates for stay extension campaigns. All four can be built using booking lead time and guest status filters in a customer data platform like Revinate Guests.

Ready to put your guest data to work?

The strategies above aren’t theoretical. Revenue managers at Revinate customer properties are running these campaigns today — and the guest data to do it is already in the platform. If you want to see how Revinate Marketing and Revinate Guests work together against your own database, request a demo and we’ll show you.