AI Distribution for your Hotel Customers

DirectBooker MCP App - desktop and mobile

One integration. Every major AI platform. Direct bookings at scale.

Search is moving to AI. Your hotel clients need to be there—without building dozens of integrations or ceding control to OTAs.

DirectBooker connects your entire portfolio to the largest AI platforms through a single integration, giving your clients comprehensive AI presence while routing all bookings directly to their websites.


The AI Opportunity Your Clients Are Asking About

"How do we get our hotels into AI search?"

Hotels see search shifting to AI platforms. They know OTAs are partnering with AI platforms already. They're concerned about losing brand control and paying even higher commissions in this new channel.

What they don't understand: Building individual MCP connections won't solve their problem. Travelers search by destination first, property second. AI platforms need aggregated price and amenity data to answer broad queries like "find me a hotel in Boston"—they won't query thousands of individual endpoints.

What hotels need: An aggregator that provides comprehensive inventory to AI platforms while routing bookings directly to hotel websites. Not an OTA that competes with their direct channel—an infrastructure partner aligned with their goals.

Your opportunity: Be the connectivity provider that solves AI distribution for your clients while the technology is still new. Get in on the ground floor of the next distribution channel, working collectively with other suppliers to ensure direct booking wins in the AI era.


Why Connectivity Providers Partner with DirectBooker

Get Ahead of the Shift to AI

AI search is happening now—ChatGPT, Claude, and Gemini already handle millions of travel queries monthly. The partnerships determining who controls AI hotel distribution are being formed today. Early integration positions you and your clients to participate in shaping this channel rather than reacting to whatever OTAs build.

Reduce Commission Costs for Your Clients

Your hotel clients pay 15-25% to OTAs today. DirectBooker operates at a 3-5x lower rate, and that savings goes straight to their bottom line. Lower distribution costs mean happier clients who can invest more in guest experience, property improvements, and direct channel marketing.

When you enable DirectBooker integration, you're solving a real business problem for your hotels.

Work Collectively for Greater Impact

No single connectivity provider can match OTA inventory comprehensiveness. Even if you build a perfect MCP server for your hotel clients, they face the same problem individual hotels face—travelers need comprehensive inventory to compare options. AI platforms won't rely on fragmented data sources covering only specific portfolios.

But connectivity providers working collectively through DirectBooker create a supplier-aligned alternative that AI platforms must take seriously. Your clients benefit from being part of a complete solution rather than a fragmented inventory set that can't compete for broad destination searches.

This is about the entire supplier ecosystem having a seat at the table.

Leverage Your Existing Infrastructure

DirectBooker works with the feeds you're already producing—typically the same data you send to Google Hotels or other metasearch platforms. If you're providing ARI data, property details, and content to other channels, you can integrate with DirectBooker using the same infrastructure.

Integration measured in weeks, not months.

Complement Your AI Strategy

Many connectivity providers are building hotel-specific MCP servers or AI agents for clients. Perfect—those are complementary. Your hotel clients' MCPs handle detailed property questions, loyalty integration, and potentially agentic booking. DirectBooker's MCP handles aggregation—ensuring properties get discovered in broad searches, then handing off high-intent travelers to your clients' systems.

We can hand travelers off to hotel-specific MCPs or AI agents you've built when appropriate. Both layers work together to create the complete experience.

Minimal Ongoing Maintenance

Once integrated, DirectBooker handles AI platform relationships, API updates, and technical evolution. You don't need to track ChatGPT's changes, negotiate with Anthropic, or build custom integrations for each new AI platform entering travel search.

We absorb that complexity so you can focus on your core product.


How DirectBooker Works with Your System

Standard Feed Integration

DirectBooker consumes feeds in formats you're likely already producing:

  • Preferred: Google Hotels format (Transaction API for ARI, Hotel List XML for property data)

  • Alternative: Direct API connections for richer data

  • Also supported: Existing metasearch feed formats

We work with your technical team to establish the data connection using your existing infrastructure wherever possible.

Hotels Opt In

Hotels enrolled in your system opt into DirectBooker distribution—either individually, in bulk, or as a default channel you manage. You control enrollment and maintain your client relationships.

DirectBooker Aggregates and Serves

We cache ARI data, normalize it across our platform, and transform it into AI-native formats. Our infrastructure handles massive "look-to-book" ratios from AI platforms—absorbing thousands of exploratory queries that would otherwise hit your systems.

AI Platforms Query DirectBooker

When travelers search through AI, these platforms query DirectBooker's MCP server for comprehensive hotel inventory. We provide accurate, real-time pricing using your cached data.

Travelers Book Direct

Each hotel recommendation includes a direct booking link to the hotel's website, with dates and occupancy pre-filled. Where hotels have deployed their own AI booking agents (potentially built by you), we can hand travelers off to those conversational tools for booking completion.


DirectBooker's Commission Model

DirectBooker operates on a commission model:

  • Commissions 3-5x lower than OTAs on completed stays

  • No upfront costs or subscription fees

  • Hotels only pay when bookings convert

No risk for hotels: Since DirectBooker charges commission only on completed stays, hotels have no downside to opting in. There's no upfront cost or ongoing fee if bookings don't materialize—making channel adoption straightforward.

Our rate depends on the number of participating hotels on your platform. The more hotels that participate, the lower the commission rate. You track DirectBooker referred bookings through standard attribution methods (UTM codes, affiliate parameters, IATA codes) in your existing systems. 


Why Hotels Need Aggregation in AI Search

DirectBooker data aggregation diagram

Even major chains with substantial resources can't solve AI distribution alone. The fundamental challenge: travelers search by destination first, property/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 hotel near the convention center in Chicago under $300"

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

These queries require comprehensive inventory across many hotels and chains. This is when travelers discover options, compare features, and build their shortlist.

Why Limited Inventory Isn't Enough

AI platforms won't query thousands of individual MCPs or dozens of provider MCPs for detailed prices and amenities on every broad destination search. It's technically inefficient, commercially impractical, and delivers a poor user experience. They need aggregated data that responds quickly with comprehensive results.

This is why OTAs dominated traditional search—they could answer "show me hotels in Austin" while individual hotels and providers with limited inventory could not.

DirectBooker Solves the Aggregation Challenge

We provide the comprehensive inventory AI platforms need for early-stage searches, while routing travelers to hotel direct booking channels. Your clients benefit from being part of a complete solution that can compete for broad queries rather than being invisible in destination-level searches.

The alternative? OTAs serve as the aggregator, control how hotels are presented, and charge 15-25% commissions. That's the default path if suppliers don't build an alternative together.


Why DirectBooker Beats OTA Partnerships (For Your Hotel Clients)

Your hotel clients are evaluating options for AI distribution. Here's why DirectBooker provides superior value:

.Traditional OTAsDirectBooker
Commission rate
10-25%
3-5x lower commissions
Member or direct rates
Not shown
Prominently featured
Direct booking benefits
Not offered
Prominently featured
Customer relationship
OTAs owns
Hotel owns
Inventory shown
Commission-eligible only
Complete inventory
Business model alignment
Competes with direct
Supports direct booking
Traditional OTAsDirectBooker
Commission rate
10-25%
3-5x lower commissions
Member or direct rates
Not shown
Prominently featured
Direct booking benefits
Not offered
Prominently featured
Customer relationship
OTAs owns
Hotel owns
Inventory shown
Commission-eligible only
Complete inventory
Business model alignment
Competes with direct
Supports direct booking

The difference is fundamental: When your hotel clients ask about AI distribution, you can position DirectBooker as the supplier-aligned alternative to OTAs—lower cost, better control, same AI platform access.


Partner with DirectBooker for AI Distribution

The shift to AI search is happening now. Get in on the ground floor of the next major distribution channel—giving your clients access to comprehensive AI presence while reducing their commission costs and strengthening the direct booking ecosystem.

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Frequently Asked Questions

  • No, we're complementary. Connectivity providers build infrastructure for hotel portfolios and platforms. DirectBooker acts as a consumer-facing aggregator to capture demand from AI platforms and route it to your hotels. We handle aggregation and AI platform relationships while you maintain your hotel relationships and technology services.

  • DirectBooker uses standard tracking methods (UTM codes, IATA codes, affiliate parameters) appended to booking links. You maintain full visibility into all bookings made on your platform. You provide DirectBooker with monthly reports of completed bookings so we can bill our commission.

  • Hotels pay DirectBooker commission on completed stays. You track DirectBooker-referred bookings in your system and provide us with monthly booking reports. DirectBooker invoices you for the commission, and you collect payment from your hotel clients through your existing billing processes.

    Your revenue model with hotels remains unchanged—DirectBooker's commission is a separate line item that you pass through to hotels, just as you would for any other distribution channel.

  • DirectBooker aggressively caches pricing and availability data. We act as a buffer, absorbing high volumes of exploratory queries from AI platforms and only passing high-intent traffic or specific detail requests to your systems. This protects your infrastructure from AI-scale query loads.

  • They already are. OpenAI partnered with Booking.com. Perplexity partnered with TripAdvisor. These partnerships give OTAs early positioning—but with the same limitations they've always had: incomplete inventory, no member rates, no loyalty benefits.

    DirectBooker ensures AI platforms also have supplier-side data that includes complete inventory, loyalty rates, and direct booking benefits OTAs can't provide. Your hotel clients get representation in AI search beyond what OTAs offer.

  • Not effectively. AI platforms face the same challenges that led to OTA dominance: hotels don't want booking systems hit with thousands of speculative queries, and AI companies don't want to negotiate with thousands of individual hotels or dozens of connectivity providers.

    AI platforms need aggregated, cached data they can query efficiently. That's why they're partnering with OTAs. DirectBooker provides the same aggregation infrastructure—but aligned with suppliers rather than competing with them.

  • Perfect—they're complementary. A hotel chain's brand MCP or an AI booking agent you've built handles detailed property questions, loyalty integration, and potentially booking completion. DirectBooker's MCP handles aggregation—surfacing properties when travelers search broadly by destination.

    Both layers coexist and serve different stages of the traveler journey. DirectBooker gets hotels discovered in broad searches, then can hand high-intent travelers off to hotel-specific MCPs or AI agents for the final booking experience.

  • 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. At internet scale, this business model is highly profitable at commission rates that beat credit card processing fees.

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

  • Yes, and we strongly recommend it. When travelers use AI platforms, they're in authenticated sessions—creating what's effectively a "closed user group." This means showing fenced rates doesn't violate rate parity agreements.

    DirectBooker displays member rates with clear messaging that prices are only available to loyalty members or those who book directly with the hotel. OTAs can never show member rates—this is one of the clearest ways to demonstrate direct booking value in AI search.

  • We prefer Google Hotels format (Transaction API for ARI, Hotel List XML for property data) since most connectivity providers already support this. We can also work with direct API connections for richer data capabilities, or consume other standard metasearch feed formats. During integration planning, we'll review your current outputs and determine the most efficient path.

  • Minimal. Once integrated, DirectBooker handles AI platform relationships and the technical evolution across ChatGPT, Claude, Gemini, and emerging platforms. You maintain your existing data feeds—the same ones you're already managing for other distribution channels. We transform and serve that data to AI platforms on your behalf.

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