Hospitality’s OTA Problem in the Age of AI and the Role of Clean First-Party Data

How clean data and direct communication help hotels stay visible, protect bookings, and reduce commission exposure in the age of AI search.

AI search is changing how travelers discover and book hotels. Many AI summaries rely on structured data from large OTAs, especially Booking.com, and frequently route travelers to third-party booking pages. Even when a hotel appears in an AI summary, the booking path often leads to an OTA, forcing the hotel to pay a commission and lose first-party guest data. Clean first-party data and direct email marketing give hotels a way to stay visible, protect direct revenue, and reduce commission exposure in an AI-driven booking environment.

How AI Search Is Changing Hotel Discovery

AI summaries often include hotel brands, but inclusion does not equal control.

Even when a hotel appears in an AI-generated summary, the booking path commonly points to Booking.com or another OTA. The traveler clicks through, completes the booking on the OTA, and the hotel pays the commission.

This creates a structural issue. Visibility alone does not protect direct revenue. Hotels may be represented in AI summaries, but the transaction still happens through a paid distribution channel, and the OTA retains the data in the customer relationship. This is why booking direct from campaigns using first party data is now more important than ever.

Why This Is Bad News for Hotels

Hotels do not rely on OTAs. They pay them for visibility and bookings, but at a cost.

When AI search routes travelers to OTA listings by default, hotels absorb real costs and lose leverage.

The impact includes:

• Paying 10 percent to 15 percent in OTA commissions

• Losing first-party guest data at the moment of booking

• Reduced ability to remarket or build loyalty

• Increased dependence on paid distribution for visibility

As more travelers rely on AI summaries instead of browsing websites, this commission exposure becomes harder to avoid.

Why OTAs Win AI Visibility Today

This is not accidental. OTAs are structurally better positioned for AI consumption.

OTAs invest heavily in:

• Consistent, large-scale structured schema

• Standardized property attributes

• High-volume user-generated content

• Frequent data updates

• Clear pricing and availability signals

AI systems prioritize sources that are easy to parse, consistent, and complete. OTAs check every box. Most individual hotel websites do not.

This is why AI summaries lean on OTA data even when hotel websites exist and are indexed.

What Schema Can and Cannot Do for Hotels

Structured data is essential, but it is not a silver bullet.

Schema helps AI systems understand:

• Your property details

• Your amenities and location

• Your brand and content relationships

Schema does not guarantee AI will send bookings to your direct site. What it does is prevent your hotel from being invisible or misrepresented.

Without structured, AI-readable schema, your website becomes harder for AI systems to trust or summarize. With it, you at least participate in the conversation instead of being excluded entirely.

Why Clean First-Party Data Is the Real Counterweight

AI controls discovery. OTAs control distribution. First-party data is what hotels control.

Clean first-party data gives hotels a direct channel to guests that does not depend on AI placement or OTA visibility. It allows hotels to drive repeat bookings without paying commissions.

First-party data supports:

• Direct email communication

• Personalized offers based on real stay history

• Lifecycle marketing that drives return visits

• Stronger retention and loyalty

When discovery becomes less controllable, retention becomes more valuable.

Email Marketing Still Protects Direct Revenue

Email remains one of the few channels hotels fully own. Unlike AI search or OTAs, email allows hotels to reach guests directly without paying for placement or commissions.

Clean data improves email performance by:

• Increasing deliverability

• Improving segmentation accuracy

• Supporting relevant lifecycle timing

• Strengthening personalization

A clean database turns email into a reliable revenue engine, even as AI search reshapes top-of-funnel discovery.

Clean Data Makes Email Work

Email marketing only performs when the data behind it is accurate.

Common data problems include:

• Duplicate guest profiles

• OTA placeholder email addresses

• Invalid or temporary emails

• Fragmented stay history

These issues weaken deliverability and engagement. Clean data ensures your messages reach real guests who are more likely to book direct.

Protecting Direct Bookings in an AI-Driven World

AI search is not going away. Hotels need strategies that reduce forced commission exposure.

Steps hotels can take now:

• Implement AI-readable structured schema across the website

• Clean and unify guest profiles

• Suppress OTA email addresses from campaigns

• Strengthen lifecycle email programs

• Focus on repeat and known guests

These actions give hotels leverage where AI and OTAs do not.

Capture Real Guest Email Addresses and Suppress OTA Records

When bookings come through OTAs, hotels often receive masked or proxy email addresses. These addresses should not be used for marketing and should be suppressed to protect deliverability and compliance.

Hotels need a defined program to capture real guest email addresses during the stay lifecycle so OTA addresses can be safely suppressed without losing the guest relationship. HMA revolutionized this kind of program over 12 years ago, and implemented for a large property management group. And it works.

Effective methods include:

• Email capture at check-in or pre-arrival

• Wi-Fi access tied to real email submission

• Loyalty or soft-recognition enrollment

• Front desk and concierge reinforcement

Once a real email is collected, the OTA address should be suppressed in the CRM and the guest profile merged. This allows the hotel to market directly to the guest after the stay, even though the original booking came through an OTA.

Without a real email capture program, hotels remain dependent on paid distribution long after the commission is paid.

Why First-Party Data Matters More Than Ever

When AI controls discovery and OTAs dominate booking paths, first-party data becomes the most valuable asset a hotel owns. It enables direct communication, repeat bookings, and margin protection.

Clean data and strong email marketing are no longer optional tactics. They are how hotels stay visible, competitive, and profitable in the age of AI search.

If your hotel wants to reduce commission exposure and protect direct revenue as AI search reshapes discovery, clean first-party data and effective email marketing are essential. HMA helps hotels clean, unify, and activate guest data so they can reach customers directly and keep more revenue in-house.

You can reach us at info@wearehma.com or +1-831-655-0109, or connect through wearehma.com to review your data strategy.