ADAPTThe Manifesto

Direct Distribution for Every Property

For 25 years, online travel agencies have stood between accommodation providers and their guests. AI agents are the first technology capable of removing that layer entirely — and programmable commerce allows them to settle payment and enforce booking terms without a gatekeeper standing between them. This manifesto explains what we're proposing and why it matters — at whatever depth you have time for.

Choose your depth
01 — In One Sentence

ADAPT proposes that every accommodation provider — from a 5-room guesthouse to a 5,000-room resort — should be directly discoverable and bookable by any AI agent through open protocols, with programmable commerce handling settlement and term enforcement, eliminating the need for OTA intermediaries and returning guest relationships, data, and 15–25% of revenue back to the property.

02 — In One Image
1980–90s
GDS Era
HotelPMSCRSSwitchGDSAgentGuest

5–7 intermediaries · XML/SOAP · $15–30 per booking in fees

2000–present
OTA Era — The Incumbent Model
HotelChannel MgrBooking.com / ExpediaGuest

Still 15–25% commission · Still no guest data · Still rate parity enforced

2020–30
API Era
HotelREST API / Channel MgrOTAs + Google + DirectGuest

JSON/REST replaced XML · Direct booking links · Still 15–20% OTA dependency

2028+
AI / ADAPT Era
HotelAI AgentGuest

Under 8% commission · 100% guest data · Programmable settlement · Open protocols

Each era removed an intermediary. The agentic era removes the last one.

03 — In One Thousand Words

The Accommodation Distribution Problem

The problem is simple. When a traveler searches for a place to stay, they almost always end up on Booking.com or Expedia. These two companies control the majority of online hotel bookings worldwide. For this service, they charge the accommodation provider — whether it's a 200-room hotel, a 10-unit boutique, or a single vacation rental — between 15% and 25% of the booking value. Every time.

That commission comes directly from the property's revenue. On a $200/night room booked for three nights, the property pays $90–150 to the OTA. Globally, this adds up to over $50 billion per year extracted from accommodation providers by two companies.

But the money is only half the problem. When a guest books through an OTA, the property often receives only the guest's name and arrival date. The guest's email, phone number, and preferences stay with the platform. Any communication — a pre-arrival message, a special offer, a loyalty invitation — must be routed through the OTA's messaging system, on their terms, subject to their rules. The hotel can't reach the guest directly. Even dispute resolution between the hotel and the guest is mediated by the platform's own support agents, who control the conversation and the outcome. The only opportunity to collect direct guest information comes at check-in — when the front desk awkwardly asks for an email and phone number the hotel should have had from the moment the booking was made. This creates unnecessary friction at the exact moment the guest experience should feel seamless. With direct protocols, guest information flows to the property at the time of booking — name, contact details, preferences, trust status — so check-in becomes a welcome, not a data collection exercise.

This wasn't always the case. Before the internet, hotels distributed their rooms through Global Distribution Systems (GDS) — computerized networks built by airlines in the 1960s. But the real interface between the traveler and the system was the brick-and-mortar travel agent. These were local businesses — often storefronts on Main Street — staffed by people who knew their clients by name. A good travel agent didn't just book a room. They remembered that Mrs. Patterson preferred a high floor away from the elevator, that the Hendersons always traveled the second week of June, that Dr. Okafor needed a late checkout for his Monday morning flight. They were concierges before the word was fashionable, and they earned a modest commission — typically 10% — for providing a service that was genuinely personal. The system was expensive and complex behind the scenes, but the guest relationship was direct and human.

When Expedia and Booking.com emerged in the late 1990s, they promised to simplify distribution by connecting hotels directly to travelers online. They delivered on that promise — but in doing so, they eliminated the travel agent and inserted themselves as the new intermediary, more powerful than the GDS or the corner travel shop ever was. The personal relationship disappeared. The local commission left the community. And the 10% the travel agent earned became the 15–25% the OTA extracts.

This is the single most important thing to understand about hotel distribution: whoever controls the direct connection with the guest captures the value. The travel agent who knew Mrs. Patterson by name could earn her loyalty and her repeat business. The OTA that stands between the hotel and the guest captures the commission — and the data, and the remarketing rights, and the ability to redirect that guest to a competitor next time. When the hotel controls the guest relationship directly, that 15–25% doesn't just become savings — it becomes investable margin. It funds better rooms, better service, better staff wages, and a direct channel that compounds over time. Returning that control to the operator isn't just good protocol design. It's the most marketable feature ADAPT offers: your guests, your data, your relationship, your economics.

Here's what's worth noting: the agentic era doesn't just disrupt OTAs — it has the potential to resurrect the travel agent model in a new form. AI-powered local travel advisors, empowered by ADAPT protocols, could serve their communities the way brick-and-mortar agents once did — with personal knowledge, genuine care, and a 1–2% commission built into the rule-set of their local Tourism Development Fund zone. Combined with the localized arbiter network, this means two new professional categories can grow in every destination: certified dispute arbiters and AI-empowered travel advisors. Both are local. Both earn from the protocol. Both keep tourism dollars in the community. And both are roles that Destination Marketing Organizations (DMOs) are uniquely positioned to champion.

Now, something has changed. In late 2024, a new technology emerged called the Model Context Protocol (MCP). Developed by Anthropic and now adopted by OpenAI, Microsoft, and Google, MCP creates a universal standard for AI agents — like ChatGPT, Claude, Gemini, and Perplexity — to discover and interact with external services directly.

For accommodation providers, this means something specific: a hotel can publish a small server that describes its rooms, rates, and availability in a format any AI agent can read. When a traveler asks an AI assistant “Find me a boutique hotel in Memphis for next weekend,” the AI agent can discover the hotel's MCP server, check real-time availability, compare rates, and complete a booking — all without ever touching an OTA.

But discovery is only half the equation. The other half is settlement — and the conventional critique that hotels “wait 15–30 days to get paid” misses the deeper problem. OTAs offer multiple payment flows — merchant models, agency commissions, pre-payment, pay-at-property, buy-now-pay-later — but in every case, the OTA decides which options exist, controls the terms, and extracts a fee from each flow. The hotel has no say in how its own revenue moves.

Programmable commerce replaces that closed system with an open protocol where settlement terms are encoded in the transaction itself. Hotels choose instant payout or deferred terms that suit their cash flow. Guests choose pay-now, pay-later, or split a booking into installments. And — critically — any third party can participate: a local credit union can offer micro-financing on a single reservation, a community development fund can underwrite travel loans in its zone, or a new fintech can compete on rate without asking Expedia for permission. Booking terms — cancellation windows, deposit requirements, rate conditions — execute automatically. No reconciliation to dispute, no virtual credit card to decode, no intermediary deciding when or how the hotel gets paid.

One model worth noting: the certified arbiter as initial financier. In this arrangement, the local arbiter who would handle any dispute also funds the reservation upfront — paying the hotel immediately and collecting from the guest on agreed terms. Because the arbiter has a financial stake in the booking, they are uniquely incentivized to resolve any dispute fairly and quickly. An arbiter who rules unjustly loses money. An arbiter who resolves efficiently earns the financing spread and the arbitration fee. The roles of lender and mediator, traditionally separate, merge into a single local actor with aligned incentives — someone who funds the stay, guarantees the outcome, and has skin in the game on both sides.

This isn't a better payment rail. It's an entirely new financial services layer beneath every booking — where lenders, underwriters, arbiters, and payment providers plug into the same open protocol and compete to serve hotels and travelers directly.

No 15–25% commission. No lost guest data. No rate parity clauses. No closed payment system. The hotel gets the booking, keeps the revenue, and owns the guest relationship.

ADAPT exists to make this future accessible to every property. We are an open alliance — structured as an Unincorporated Non-Profit Association — that facilitates the development among stakeholders and promotes the open protocols needed for direct accommodation distribution in the age of AI agents. Our work spans five protocol surfaces — each a different way for properties to connect with the agentic web:

MCP Servers
Real-time inventory that AI agents can discover and query
CLI Tools
Terminal-based search and booking for developers and automation
REST APIs
Standard JSON endpoints for any application or platform
Agentic Markdown
Zero-infrastructure files any AI can read (like robots.txt for hotels)
Programmable Settlement
Instant, verifiable payment with booking terms enforced by protocol

The thesis is not that OTAs will disappear overnight. It's that for the first time in 25 years, accommodation providers have a viable alternative. When an AI agent can book a room directly — faster, cheaper, and with a better experience for the guest — the economic logic of paying 25% commission to a website collapses.

The implications extend beyond individual properties. OTA commissions represent a massive transfer of wealth from local hospitality economies to two publicly traded companies. When a traveler pays $200/night at a local hotel but $50 of that leaves the community as an OTA commission, it's not just a business problem — it's an economic development problem. Direct distribution keeps tourism dollars in the communities that earn them.

ADAPT is open to all. There are no membership fees, no corporate gatekeepers, and no approval process. If you operate a property, build hospitality technology, develop AI agents, or simply believe in a more open distribution ecosystem, you are welcome. The protocols are published openly. The research is free. The alliance belongs to its participants.

Hotels had to adapt when the internet arrived. They had to adapt when OTAs consolidated. Now AI agents are becoming the primary way travelers discover and book accommodation. The properties that publish their inventory through open protocols will be found. The ones that don't will be invisible. It's time to ADAPT.

04 — The Full Essay

The Complete Argument

The full essay is our interactive deep dive — a comprehensive research piece covering the complete history of hotel distribution, the economics of OTA intermediation, the emergence of agentic protocols, and the case for direct distribution. It includes an interactive timeline of 60+ events, system architecture diagrams for three eras, and M&A ownership analysis.

From Green Screens to AI Agents
The complete history of hotel distribution technology

Join the Alliance

ADAPT is open to all stakeholders. No fees, no gatekeepers. Help shape the future of accommodation distribution.