Hotel Distribution Is Splitting Into Two Internets — And Most Websites Can Only Answer 30% of What Travelers Ask

Hotel distribution is splitting into two parallel ecosystems, according to Mirai’s Pablo Delgado: the traditional web, built for search engines and human browsing, and an emerging AI-agent ecosystem that instead runs on structured knowledge, MCP (Model Context Protocol) endpoints, and discovery strategies that have nothing to do with conventional SEO. His central stat: only about 30% of the questions travelers actually ask can be answered from a hotel’s own website today. The other 70% depends on operational knowledge — real-time availability nuances, policy exceptions, local context — that simply isn’t published anywhere a machine can read it.

Delgado lays out four capabilities hotels need to be “agent-ready”: Identity (verifiable source-of-truth signals), Authority (trust signals AI systems can weigh), Knowledge (structured, machine-readable operational data), and Capabilities (permissions for an agent to actually complete a booking, not just describe one). This isn’t hypothetical positioning — Google added hotel booking directly inside AI Mode in Search as of August 2026, and Choice Hotels went live as an early launch partner alongside Hilton, IHG, Marriott, and Wyndham, letting travelers book conversationally with Google Pay while the hotel brand stays merchant of record.

Radisson made the same bet from a different angle a month earlier, building an AI-powered discovery app inside ChatGPT with Accenture, using an MCP-based accelerator to structure inventory and booking data for reliable AI-led discovery across more than 1,000 properties. Accenture’s own research behind that build found 87% of travelers already open to using an AI travel agent, and 71% expecting AI to influence at least half of their hotel or airline spend within a year.

For hotel groups still measuring distribution success by traditional website conversion, Delgado’s argument is that a second, structurally different distribution channel is already booking real guests — and building for it requires machine-readable operational data most hotels have never published anywhere.