AI Search, Reimagined for Hotel Brands.

DirectBooker MCP App map screenshots

Tell your story. Increase your revenue. Delight every guest.

For years, OTAs have controlled how travelers discover your properties: forcing your brand into their templates, stripping away your unique benefits, and charging 10-25% commissions for the privilege. You couldn't tell your full story. You couldn't showcase member rates or loyalty perks. You couldn't compete on the value you actually deliver to guests who choose to book direct.

AI search changes everything.

Now you can reach travelers across major AI platforms while finally controlling your narrative, showcasing direct booking benefits, and routing high-intent guests straight to your branded channels.

  • Tell your story with rich content that breaks free from OTA templates. Highlight your chef, your art collection, your sustainability initiatives, all of the details that make your properties special.

  • Increase your revenue with commissions less than credit card processing costs, while maintaining opportunities to upsell premium rooms, spa packages, and experiences that boost basket size.

  • Delight each of your guests by surfacing personalized offers based on loyalty status, preferences, and trip context, then routing them to your direct booking channels.


The AI Distribution Dilemma Facing Major Chains

Search is moving to AI. Your hotels need to be there.

But here's the challenge: Travelers need aggregation, especially early in their journey. When someone asks, "Find me a hotel in Chicago for a conference," they expect to see comprehensive options—not just properties from one chain. Even travelers loyal to your brand want to compare before they book.

This is exactly why OTAs dominated traditional search. They can answer the query "show me all the hotels in Austin.” Travelers have the same need when searching on AI platforms—they are still looking for a comprehensive list of options before drilling down further. It’s technically inefficient for AI platforms to query thousands of individual hotel websites or brand MCPs for every broad search, which means aggregation is critical.

The result? OTAs have already partnered with major AI companies. OpenAI launched its MCP Apps platform with Booking.com and Expedia. Perplexity partnered with TripAdvisor. If suppliers don't provide an alternative, OTAs will become the default aggregator for AI search.

Building on shifting ground: Keeping pace with rapidly evolving AI platforms is expensive. Each platform has different requirements, different APIs, and different ways of presenting hotel data. The technology is evolving weekly. Managing integrations across ChatGPT, Claude, Gemini, and the next dozen emerging AI platforms requires dedicated engineering resources.

But there's a better path forward.


Your Single Integration to the AI Ecosystem

DirectBooker functions as AI infrastructure for the hotel industry.  It acts as a supplier-aligned aggregator that connects your properties to every major AI platform.

One Connection, Every Platform

Integrate once with DirectBooker's platform and gain automatic distribution across all major AI platforms. No need to negotiate separately with or build separate products for OpenAI, Anthropic, Google, and the next dozen AI companies entering travel search. We handle the technical complexity, the platform relationships, and the ongoing evolution of AI integrations.

When a new AI platform gains traction, you're already there.

Showcase What OTAs Can't

Unlike OTA partnerships, DirectBooker can surface the complete value of booking direct with your brand:

  • Member rates and loyalty pricing that aren’t available on OTAs

  • Direct booking benefits like free breakfast, room upgrades, and late checkout

  • Loyalty program advantages including points earning and redemption

  • Exclusive perks that you choose not to distribute through OTAs

This is beyond simple price comparison: it is about letting travelers see the full value of booking direct.

Own the Customer Relationship

You retain control of the guest relationship from first search to checkout to post-stay engagement.

All booking links route directly to your branded website. You capture the customer data, control the transaction, and maintain opportunities for upselling and cross-selling. Where available, we can also hand travelers off to your brand-specific AI agents that facilitate booking completion: agentic checkout.

Dramatically Reduce Commissions

DirectBooker operates on a commission model that's 10x lower than OTA rates, lower than credit card processing fees. And you only pay on completed stays, never for searches or abandoned bookings.

This isn't a SaaS fee you pay whether AI delivers bookings or not. We only succeed when you do.


Why DirectBooker Beats OTA Partnerships

.Traditional OTAsDirectBooker
Commission rate
10-25%
Less than credit card fees
Loyalty rates shown
Never!
Yes! Prominently featured
Member benefits
Not available
Highlighted in AI conversations
Direct booking perks
Not offered
Central to positioning
Who owns customer data
OTAs retain relationships
You own the relationship
Inventory shown
Only commission-eligible rooms
All properties, all room types
Business model alignment
Competes with your direct channel
Supports your direct channel
Traditional OTAsDirectBooker
Commission rate
10-25%
Less than credit card fees
Loyalty rates shown
Never!
Yes! Prominently featured
Member benefits
Not available
Highlighted in AI conversations
Direct booking perks
Not offered
Central to positioning
Who owns customer data
OTAs retain relationships
You own the relationship
Inventory shown
Only commission-eligible rooms
All properties, all room types
Business model alignment
Competes with your direct channel
Supports your direct channel

The difference is fundamental: OTAs profit when travelers avoid booking direct. DirectBooker only succeeds when direct booking succeeds.


How It Works

1. You Provide Standard Feeds

Share your hotel inventory, ARI (availability, rates, and inventory) data, and loyalty program details. If you're already working with Google Hotels, Tripadvisor, or other metasearch platforms, we can typically use those existing feeds—meaning integration measured in weeks, not months.

2. DirectBooker Transforms Data for AI

We cache your data, normalize it across our system, and transform it into formats that AI platforms can consume efficiently. Our infrastructure handles the massive "look-to-book" ratios that AI generates—thousands of exploratory queries that would otherwise overwhelm your booking systems.

3. AI Platforms Surface Your Properties

When travelers search through ChatGPT, Claude, or Gemini, DirectBooker provides accurate, real-time pricing and availability. The AI uses this data to answer the traveler's specific question—whether that's "hotels near McCormick Place under $200" or "which Marriott properties in Seattle have heated pools?"

4. Travelers Book Through Your Channels

Each property recommendation includes a direct booking link to your branded website, with all trip details (dates, occupancy, preferences) pre-filled. Where you've deployed brand-specific AI booking agents, we can hand off travelers to those conversational tools for seamless booking completion within the AI interface. Either way, the traveler completes their reservation with you, not through an intermediary.

5. You Track and Pay Commissions

DirectBooker uses standard tracking mechanisms (UTM codes, affiliate parameters, IATA codes) so you can attribute bookings to our channel. Commission is calculated on completed stays and processed through your standard distribution accounting.


The Window to Win is Closing

OpenAI, Anthropic, and Google are choosing their AI travel partners right now. These decisions will shape the AI travel ecosystem for years, just as early search partnerships shaped online travel distribution.

Why early partnership matters:

Collective leverage. No individual chain can provide the comprehensive inventory that AI platforms need for broad queries like "hotels in Boston." But major chains joining DirectBooker creates a unified supplier alternative to OTAs: one that AI platforms must consider seriously.

Shape the ecosystem. Early partners influence how hotels appear in AI search results, what information gets prioritized, and how direct booking benefits are presented. Waiting until AI booking volume is substantial means accepting whatever framework OTAs have already established.

Defensive positioning. If the major AI platforms sign exclusive deals with OTAs due to lack of supplier alternatives, your options narrow dramatically. This is a one-time opportunity to ensure suppliers have a seat at the table.

The technology for AI search exists now. The partnerships are being formed now. The question is whether hotels participate in building this channel or react to what OTAs build for us.


Why Hotels Need Aggregation in AI Search

DirectBooker data aggregation diagram

Even if your engineering team builds a perfect MCP server for your brand, you face a fundamental problem: travelers search by destination first, brand second.

The Early Journey Requires Comprehensive Options

When travelers begin planning, they ask expansive questions:

  • "What are my options for hotels in Miami Beach?"

  • "Find me a beachfront hotel in San Diego under $300"

  • "Where should I stay in Tokyo near Shibuya?"

These queries don't mention your brand. They require comprehensive inventory across multiple chains and independent properties. This is when travelers are discovering options, comparing features, and narrowing their shortlist.

Why Brand-Only Search Doesn't Work

AI platforms won't query hundreds of individual hotel brand MCPs for every broad destination search. It's technically inefficient, commercially impractical, and delivers a poor user experience. They need aggregated data that can respond instantly with comprehensive results.

This is identical to why OTAs dominated traditional search: they could provide comprehensive inventory for destination-level queries while individual hotels and chains could not.

DirectBooker Solves the Aggregation Problem

We provide the comprehensive inventory AI platforms need for early-stage / high-funnel searches, while routing travelers to your branded booking channels. Think of it as ensuring your properties appear in the broad search phase, then handing high-intent travelers directly to you.

Your brand MCP can handle the final stage—answering detailed questions about your specific properties, enabling loyalty redemptions, or processing bookings. But you need the aggregator to get travelers to that point.

The alternative? OTAs serve as the aggregator, charge you their commission, and control how your brand is presented.


Join Major Chains Building the Direct Booking Future

The shift to AI search represents a generational opportunity to reduce OTA dependence and reconnect directly with the 70% of travelers who prefer to book direct. The technology exists. The AI platforms are ready. The question is whether suppliers build this channel together or cede it to OTAs by default.

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Frequently Asked Questions

  • We're not an OTA. We never become the merchant of record, never handle credit cards, and never own the customer relationship. We function as infrastructure—more like a connectivity provider or metasearch platform—except we route all bookings directly to your website (or your brand's AI booking agent) rather than creating a competitive booking path.

  • Three primary components: (1) Hotel property list with basic details, (2) ARI feed with availability, rates, and inventory, and (3) Loyalty program details including member rates and benefits where you choose to share them. If you're already providing feeds to Google Hotels or other metasearch platforms, we can typically work with those formats directly.

  • The integration timeline depends on your current infrastructure. If you have existing feeds in Google Hotels format, integration typically takes 4 weeks. If we're building new data connections, timeline could extends. We work with your technical team and can leverage existing relationships with connectivity providers like DerbySoft or Cendyn to accelerate the process.

  • They already are. OpenAI partnered with Booking.com and Expedia. Perplexity partnered with TripAdvisor. These partnerships give OTAs early positioning in AI search—but they come with the same limitations OTAs have always had: incomplete inventory (only commission-eligible rooms), no member rates, no loyalty benefits, and no direct booking perks.

    DirectBooker ensures AI platforms also have access to supplier data that includes complete inventory, loyalty rates, and direct booking benefits that OTAs can't provide. The question isn't whether AI platforms will have hotel data—it's whose data they'll have and under what terms.

  • Not effectively. While AI platforms are sophisticated, they face the same technical and commercial challenges that led to OTA dominance in traditional search: hotels don't want their booking systems hit with thousands of speculative queries, and AI companies don't want to negotiate and maintain separate integrations with thousands of individual hotel brands.

    AI platforms need aggregated, cached data they can query efficiently. That's why they're partnering with OTAs. DirectBooker provides the same aggregation infrastructure—comprehensive inventory, real-time pricing, efficient data delivery—but aligned with suppliers rather than competing with them. We solve the AI platform's technical problem while protecting the hotel's direct booking channel.

  • Yes, and we strongly recommend it. Displaying member rates is one of DirectBooker's key competitive advantages over OTAs.

    Why it works: When travelers use AI platforms, they're logged into authenticated sessions—creating what's effectively a "closed user group." This means showing fenced rates doesn't violate rate parity agreements, just as displaying member rates on your own website after login doesn't.

    How we handle it: DirectBooker displays member rates with clear messaging that these prices are only available to loyalty program members. For travelers not yet enrolled, the AI can explain the benefit of joining and provide a signup link. For existing members, the LLM prompts the user to disclose which programs they belong to so that member rates can be displayed.

    The competitive advantage: OTAs can never show your member rates. A traveler might see your property at $200 on the OTA rate but $185 as a loyalty member booking direct—an immediate, concrete reason to choose your channel. This is one of the clearest ways to demonstrate booking direct value in AI search results.

  • We're building infrastructure designed to operate at massive scale with minimal overhead. We don't operate call centers, don't manage customer service, don't handle payments, and don't maintain property relationships. Our costs are pure technology—caching data and serving it efficiently.

    We have the technical DNA to do this efficiently. Our team built the infrastructure for TripAdvisor and Google Travel—we know how to build products at planet scale. We've integrated hundreds of feeds, cached petabytes of data, and served billions of queries efficiently. At internet scale, this business model is highly profitable at commission rates that beat credit card processing fees.

  • Absolutely. DirectBooker is non-exclusive. Many hotels will maintain OTA relationships while building their direct channel through DirectBooker. We're simply providing an additional distribution option aligned with your direct booking goals. Over time, as AI search grows, you can shift the mix based on performance.

  • DirectBooker's primary job is to match hotels to travelers based on their stated preferences—availability, price point, location, amenities, and other filter criteria. When multiple properties match these requirements, we rank them using a "DirectBooker Score" designed to highlight properties where booking direct offers maximum value.

    Our ranking factors include:

    • Better direct pricing: Lower rates than OTAs, including member and loyalty rates

    • Direct booking benefits: Points earning, early check-in, free breakfast, room upgrades, and other perks unavailable on OTAs

    • Data accuracy: Properties providing accurate, real-time ARI data and rich content (photos, descriptions, unique selling points)

    • Exclusive content: Non-public information that helps travelers make informed decisions

    Important note: Our ranking is independent of commission rates—we don't favor properties that pay us more. The goal is to demonstrate genuine direct booking value to travelers.

    What AI platforms control: While DirectBooker provides a ranked list with scores to the AI platforms, the LLMs may re-sort or re-rank based on their own criteria and understanding of the specific traveler's needs. We influence but don't control final AI ranking—similar to how you can optimize for Google search but can't guarantee top placement.

  • We provide data through the Model Context Protocol (MCP), which is an open standard supported by OpenAI, Anthropic, and Google. AI platforms integrate with DirectBooker because we solve their core problem: travelers need comprehensive hotel inventory with accurate pricing, and building individual relationships with thousands of hotels isn't scalable for AI companies.

  • You should, but it serves a different purpose. Your brand MCP handles detailed questions about your specific properties, loyalty integration, and potentially booking completion. DirectBooker's MCP handles the aggregation challenge—surfacing your properties alongside others when travelers search broadly by destination. Both can coexist and complement each other; they serve different stages of the traveler journey.

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