Hospitality leaders today are under enormous pressure to deliver exceptional guest experiences. Guest expectations continue to rise, while staffing shortages, operational complexity, and tighter margins make consistency harder to achieve. According to Deloitte, 60% of hospitality leaders say improving customer experience is their top strategic priority, yet many struggle to scale the level of personalization guests increasingly expect.

At the same time, Artificial Intelligence is being positioned as the next major transformation in hospitality. AI promises to improve personalization, streamline operations, and uncover new revenue opportunities. Most organizations recognize their potential. The challenge is understanding how AI can genuinely improve the guest experience rather than simply adding another layer of technology. For most hospitality leaders, the question is not whether they should embrace AI, but rather where to start. One of the most practical starting points may already exist inside many hospitality organizations: the conversations guests have with reservation agents.

During a recent webinar on AI and hospitality personalization, Robbie Wilson — CEO of Advantage Reserve — shared how his team uses AI to analyze thousands of reservation calls each day and turn those conversations into insights that improve guest experiences, coach agents more effectively, and even recover missed bookings.

The Problem: Most Customer Conversations Are Never Analyzed

Advantage Reserve handles 2,500–3,000 reservation conversations every day for hospitality brands. Before AI, the value these conversations contained was entirely inaccessible. “There’s no humanly possible way to listen to all of those calls,” Wilson explained. “No matter how large your training department is, you only get a taste of how the calls are going.”

Most organizations review 1–2% of interactions through manual quality assurance. That means the vast majority of customer conversations — including the signals that reveal what customers want, why they hesitate, and how they make decisions — are never reviewed.

For hotels, that’s a serious blind spot. A reservation call isn’t just a transaction. It’s often a 20–30 minute conversation where guests discuss travel plans, personal preferences, family needs, special occasions, and potential concerns about the property or destination. Those conversations contain an enormous amount of information that rarely makes its way back into operations.

Personalization Starts With Listening

Hospitality has always been about personalization. But historically, personalization depended on individual employees remembering details or taking notes. Wilson describes the challenge clearly: “There’s an awful lot of information exchanged in those conversations. The reservationists are travel planners — not just booking rooms.”

Guests might mention:

• that they are celebrating an anniversary
• that they prefer a high floor
• that they want a quiet room away from elevators
• that they plan to attend local events

When that information gets captured and shared across the hotel, the guest experience changes dramatically. Front desk teams can greet guests differently. Room assignments can be more thoughtful. Staff can anticipate needs before the guest asks. Little touches can be added to make the stay more enjoyable or memorable. As Wilson puts it: “You’ve really started off on the right foot with the guest when that information is available before arrival.”

The challenge, of course, has always been scale.

AI Makes It Possible to Analyze Every Conversation

Instead of reviewing a small sample of calls, AI can analyze 100% of conversations. For Advantage Reserve, that means every interaction is evaluated against service standards, quality metrics, and guest-experience signals.

The impact is significant. “Now we get scoring on 100% of our calls every day,” Wilson says. This creates a much clearer picture of what’s actually happening inside the contact center.

Managers can see:

• which agents are struggling with certain parts of the conversation,
• where coaching is needed, and
• how consistently service standards are being followed.

But perhaps more importantly, it eliminates a major source of friction in many contact centers. Manual QA often leads to disagreements about scoring. Wilson noticed that those disputes disappeared. "Agents used to challenge the scoring all the time,” he said. “Since we automated it, that doesn’t happen anymore. The agents feel the scoring is consistent.”

Understanding the Guest Experience Beyond Surveys

Guest feedback traditionally relies on surveys. But surveys have some disadvantages: they only tell part of the story, response rates are low, and feedback typically arrives after the experience is over. By analyzing conversations directly, organizations can see how guests actually felt during the interaction.

Wilson explains the distinction this way: Quality assurance measures whether the agent followed the process. Customer experience metrics measure how the guest felt. “The guest may not know if an agent followed every step of the process,” he says. “But they know how they felt at the end of the conversation.” That emotional experience — whether the guest feels confident, excited, or uncertain — often determines whether the booking happens.

The Revenue Signal Hidden in Reservation Calls

One of the most interesting insights from Advantage Reserve’s work is how reservation conversations reveal lost revenue opportunities. Traditionally, hotels track confirmed bookings. But they rarely track missed bookings.

Wilson’s team began analyzing conversations to understand why reservations didn’t convert. That changed how they think about demand. “A call is either 0% conversion or 100% conversion,” Wilson explains. “But before this, we never knew the value of the reservation that was lost.”

Now they can see:

• why guests declined to book,
• how much potential revenue was missed, and
• whether those guests can be retargeted.

For example, one common objection during reservation calls is: “I need to check with my spouse." That’s not a rejection — it’s a warm lead. So Advantage Reserve follows up. Guests who gave permission receive a personalized email referencing their conversation, followed by a phone call within 48 hours. “It works,” Wilson says simply.

Why Voice Remains a Critical Channel

Many organizations assume that digital channels will eventually replace voice. But lived experience in hospitality tells a different story.

When people are planning expensive trips, they often want to talk to someone. “If people are spending $500 to $1,000 a night for a five-night stay with their family,” Wilson explains, “they want to discuss that before making the commitment.”

These conversations often shape the entire guest experience. They also represent a significant share of revenue. For many hotels, Wilson says, voice reservations account for 20–25% of total bookings. Yet the insights from those conversations are rarely captured. “Voice is often a forgotten channel,” Wilson declares. “With AI, we can finally optimize it.”

Conversations Are a Strategic Asset

The broader lesson extends beyond hospitality. Customer conversations — whether they happen in contact centers, sales calls, or support interactions — contain insights that organizations often overlook.

They uncover customer intent, hesitations and objections, service breakdowns, and opportunities to improve the overall experience. For companies willing to analyze them, conversations become a powerful source of operational intelligence. Or as Wilson puts it: “You take care of the guest first, and the back end takes care of itself.”

See How AI Is Being Used in Hospitality Today

Watch the full webinar to see how Advantage Reserve analyzes thousands of guest conversations with AI to improve service consistency, capture guest preferences, and identify missed booking opportunities.

👉Watch the Full Webinar