Using Predictive Analytics to Find Future Travelers Before Your Competitors Do

When it comes to travel marketing, timing is everything. Not just for travelers, but for travel brands as well.

With comparison shopping being easier than ever before, travelers are taking full advantage. According to one report by Expedia, travelers view between 141 and 277 pages of travel-related content in the 45 days before booking a trip. This includes content from:

• Online travel agencies (OTAs)
• Airline and hotel websites
• Car rental companies
• General travel websites and blogs
• Social media influencers

Not only are people shopping for the best prices, they’re also researching:

• Information about destinations
• Hotel reviews
• Attractions and experiences
• Logistical information (airport transportation, public transit options, etc.)
• Dining guides

The earlier travel brands can reach consumers, the better. Reaching them too late means they’ve had time to learn about your competitors and may have already made some decisions, even if they haven’t booked anything yet.

Planning windows are shrinking

Not only do travel brands need to worry about reaching new customers before competitors do, but the window of opportunity to do so is shrinking.

While some trips require more extensive planning, research shows many people are spending less time planning their domestic trips than they used to. In the August 2026 State of the American Traveler Report from Future Partners, 24.6% of American travelers say they begin planning a one-week domestic leisure trip just 1-4 weeks in advance, up from 21.6% year-over-year.

An analysis of global search data from Lighthouse also points to diminishing booking windows across the globe, finding:

 Searches for flights within 28 days of the departure date increased 4% by Q4 2025, representing 25% of all searches.

• Searches for accommodations within 28 days of the arrival date increased 9% during the same time, accounting for 38% of all searches.

Get ahead of the booking cycle with TravelSignals™

As travelers spend more time researching and less time planning, travel brands need a way to identify potential customers as early as possible, before competitors have a chance to reach them first. That’s where the predictive insights become particularly valuable for gaining a competitive edge.

Rather than relying on surveys, lookalike audiences, or online browsing signals, TravelSignals™ from Wiland combines verified travel transaction data with advanced predictive analytics to help marketers identify consumers who are most likely to be preparing for their next trip.

When travelers can move from initial planning to booking in just a few weeks, waiting for them to visit your website or search for travel-related keywords may mean missing valuable opportunities. For travel brands, that means the ability to efficiently find and engage:

• Frequent travelers
• Luxury travelers
• Value-conscious travelers
• Brand switchers
• Other high-value audiences

TravelSignals helps marketers get ahead of competitors by identifying high-potential audiences before they enter the booking funnel.

Off-peak travel, on-target messaging

Even when peak travel seasons end, reaching customers at the right time remains critical. As economic pressure impacts consumer spending, many travelers are looking for practical ways to save money, such as traveling during off-peak periods. But as shoulder season and midweek travel grow in popularity, they’ve also become more competitive.

Off-season travelers aren’t just booking at a different time of year; they’re often looking for different experiences. For example, summer travelers may be looking for:

• Family-friendly activities and destinations
• Peak-season attractions and entertainment (beaches, amusement parks, etc.)
• Travel timed around family schedules

On the other hand, off-season travelers may be more interested in:

• Smaller crowds and shorter lines
• Special offers for added value
• Flexibility and convenience
• Unique seasonal experiences

Treating both groups the same risks wasting spend and losing bookings to competitors who get the message right. By helping marketers identify likely travelers early and align outreach with their distinct motivations and preferences, TravelSignals enables more personalized campaigns that can improve engagement throughout the customer journey.

Turn travel intelligence into bookings

Whether it’s a family planning a summer vacation or a couple booking a midweek fall getaway, the brands that reach travelers first with relevant, personalized messaging will have the best chance of winning their business. Get in touch with Wiland to see what precise, data-backed targeting can do for your brand.