Sometimes two completely contradictory data points can both be true. That’s the case with the travel industry, as we discovered in Invoca's 2026 B2C Marketing AI Impact Report.
Data point one: 80% percent of travel and hospitality marketers acknowledge that rushing AI risks hurting the guest experience. That 80 percent figure was the highest of any industry measured in this year’s report.
Data point two: 83% believe the AI winners in their category will be determined in the next 12 months.
But this isn’t recklessness. Or insanity. It's a rational response to a real strategic dilemma.
Travel and hospitality leaders understand, better than most, that a single poor AI interaction doesn't just lose a booking, it can lose a relationship. Yet standing still on AI is risky, too.
The good news is that we have examples of brands who are finding the right balance. They are successfully and rapidly implementing AI without scaring off guests. How they’re doing so comes down to infrastructure.
The Stale Data Problem Nobody's Talking About
The friction most travel marketers are experiencing has a specific cause: AI is being fed stale data.
Only 21% of travel and hospitality marketers can feed conversion data to their ad platforms in real time. The vast majority are working with signals that are anywhere from 2-to-7 days old.
When a traveler calls to book a suite upgrade after seeing a campaign ad, that conversion insight—the proof that the campaign worked, the signal to bid higher on that keyword, the behavioral data that could shape the next outreach—often won't reach the marketing system until that same traveler has already moved on to their next decision.
It gets more specific: Only 35% of travel marketers are actively mining call recordings and transcripts with AI. Phone conversations are where travelers reveal their real preferences—the questions they're actually asking, the objections they have before committing, the experiences that earned their loyalty or lost it. That's the richest first-party data available to a hospitality brand. And most of it is going unanalysed.
The pipeline between customer insight and marketing action is broken, in an industry where experience and timing are everything.
When the Data Is Delayed, the Experience Falls Behind
The numbers show exactly where the pipeline breaks down. Ninety percent of travel marketers believe AI is improving the buying experience. Only 53% of travelers agree. That 37-point guest perception gap is entirely predictable.
When marketing systems are optimising on week-old signals, the experiences they deliver are calibrated to guests who were interacting with your brand last week, not today.
A traveler who called to ask about accessibility features, then received a generic retargeting ad for a discount they'd already bypassed, didn't have a poor experience because AI is bad. They had a poor experience because the AI didn't know what they'd already told you.
It compounds from there. Sixty percent of travel marketers believe guests prefer AI for complex travel decisions. Only 48% of travelers feel confident that AI can actually resolve complex travel issues. That gap is worth sitting with. Guests aren't rejecting AI in the abstract, they're responding to AI that doesn't feel informed.
3 Ways to Close the Gap
The infrastructure problem is solvable, and the brands that crack it will have a structural advantage that's hard to replicate. Here's where it starts:
1. Close the insight-to-action loop in real time.
The lag between a guest conversation and a live campaign update is where the guest experience gap lives. Connecting conversation data directly to ad platforms, so that a call outcome today changes a bid or an audience segment today, not next week, is the most immediate lever available.
2. Treat phone conversations as first-party data, not overhead.
A traveler who calls to ask about honeymoon packages is giving you explicit, high-intent signals. Capturing that conversation systematically, and feeding it back into marketing and personalisation, transforms your most expensive inbound channel into your most valuable data source.
3. Build a real feedback loop between what guests say and what campaigns do.
The brands getting AI right in travel aren't necessarily the ones spending the most. They're the ones that have connected their guest intelligence—the conversations, the calls, the real preferences—to the systems that act on it. That closed loop is what turns AI ambition into guest experience reality.
The dilemma that 80% of travel marketers feel—move too fast and risk the experience, move too slowly and risk the business—doesn't resolve by picking one horn of the trade-off. It resolves by building the data infrastructure that lets speed and quality reinforce each other.
That's what the leaders in this industry are figuring out right now. And based on where the AI winners are being determined, the window for that work is open but not indefinitely.
Want to learn more about how Invoca's AI helps leading travel brands drive more revenue? Request your demo today.
