Shorter booking windows require smarter marketing: How AI can transform travel campaigns

The travel industry is experiencing a fundamental shift in consumer behavior that goes beyond typical economic cycles.

Recent research from Marriott found that booking windows are overall compressing as travelers adopt a “wait and see” approach to secure better deals and navigate economic uncertainty. (The hospitality giant found that 43% of American consumers are willing to book unplanned trips with less than two months' notice.)

This isn't merely about budget consciousness. What's happening instead is a complex evolution in the customer journey. Travelers are increasingly prioritizing flexibility and spontaneous decision-making. While the inspiration, discovery and planning phases of a trip might be lengthening due to more research and options, the actual booking itself is often being delayed.

The paradox is striking: Consumer appetite for travel remains robust—our research shows 59% of consumers have recently made a leisure travel purchase, with 61% traveling at least once every quarter. Yet, these plans are becoming increasingly fluid due to necessary belt-tightening.

An overwhelming majority of consumers have recently adjusted their spending habits, with 62% seeking more deals/sales. Furthermore, while 41% are delaying major purchases, 19% say they accelerate them for good deals. This means brands must adapt to a highly intentional, fluid planning window driven by value and opportunity.

For travel marketers, these trends highlight a crucial need: developing technology infrastructures that can respond to increasingly fragmented and unpredictable customer journeys. To thrive in this new landscape, businesses must adapt their strategies to meet consumers where they are in their evolving decision-making process.

The complex—and non-linear—journey to last-minute bookings

Don’t mistake last-minute bookings for less research. The customer journey has only become more complex and unpredictable.

A study from Expedia found, for example, that travelers view an average of 141 pages across 45 days before booking. This extensive research is intensifying: Our Net Conversion study found 53% of travelers say they are spending more time researching purchases compared to a year ago. Meaning, even when a final decision happens quickly, it still requires extensive pre-booking research.

Increasingly, that research begins on social media. Today, social platforms serve as primary drivers of travel inspiration and travel decisions. A recent survey by Data Axle found that 41% of consumers overall use social media to research and discover destinations, with two-thirds of Gen Z travelers specifically relying on it for inspiration.

Notable too is the shift away from brand loyalty, led by Gen Z, even as they prioritize travel experiences. As this growing group of travelers demonstrates higher spontaneity, the challenge—and opportunity—grows for travel brands willing to adapt their approach to fit their needs.

The audience imperative: Truly understanding the modern traveler

Forget the traditional funnel. It’s time to create your fast pass to sales, with multiple lanes and countless on-ramps to maximize the number of consumers who reach conversion.

This transformation requires three fundamental shifts in how travel marketers operate:

1. Artificial intelligence (AI)-powered insights for rapid iteration

The era of waiting for monthly campaign performance reports is over. Today’s leading travel brands leverage AI to monitor performance continuously across key data points and consumer signals. Real-time pattern detection means instant feedback, flagging performance shifts and emerging trends with unprecedented speed.

From there, the next step is predictive modeling, essential for forecasting shifts in consumer behavior and market conditions. This capability allows travel marketers to identify opportunities for strategic investment reallocation and ROI maximization before trends fully solidify.

The goal: to move beyond asking "what happened" to understanding "why it happened" and "what to do next."

2. Holistic measurement for full-funnel accountability

The complex consumer journey spanning weeks or months across diverse touchpoints means traditional last-click or short-window attribution misses the vast majority of influence. Travel marketers need comprehensive measurement strategies that seamlessly tie together all touchpoints: impressions, digital actions, transactions, customer data from customer relationship management systems and loyalty programs and contextual factors like demographics and booking windows.

From there, the next step is optimization. Travel marketers must focus on meaningful business outcomes—bookings, revenue and lifetime value—rather than simple conversions.

The goal: to transition from individual channel reporting to unified, holistic portfolio views that regularly assess the full media strategy using both marketing mix modeling and machine learning.

3. Always-on, AI-driven campaign strategies

The most successful travel brands are already moving beyond traditional campaign structures toward algorithmically adjusted, always-on media strategies. These systems dynamically pivot messaging, channels and budget allocation in real-time based on market conditions, competitor actions and individual consumer behavior patterns.

AI-powered campaigns are engineered to recognize behavioral patterns and intent signals across the consumer journey, ensuring brand presence across every relevant touchpoint: search, social, display, connected TV, out-of-home and more.

Creative agility is paramount for connecting with wary travelers. To instill booking confidence, test diverse messaging, including special promotions, value-oriented language and crucial flexibility features like free cancellations and easy rebooking. AI can identify which creative variants resonate best with specific audience segments in real-time, enabling rapid creative adaptation.

The goal: to enable real-time strategy fine-tuning while implementing weekly budget optimizations driven by AI insights for agile response to shifting performance.

Embrace the competitive advantage of uncertainty

With unpredictability now our permanent plus-one, the time is now to master this environment and discover how uncertainty can become a competitive advantage rather than a burden.

To succeed requires us to embrace AI-powered agility across all aspects of insights, measurement and activation. It also means building systems that thrive on complexity rather than trying to simplify it away. Our marketing technology must allow us to identify and connect with all potential audiences as well as tailor our messaging and experiences to each discrete market segment.

Travel brands that successfully navigate this transformation won't just survive the current market volatility; they'll emerge stronger, more connected to their customers and better positioned for sustainable growth. The future belongs to those who can turn the industry's inherent unpredictability into a strategic asset.

Because the question isn't whether your travel brand will adapt to this new reality but how quickly you can transform uncertainty from a challenge into your competitive edge.