The web and AI agents are already two ecosystems
Mirai has just dropped a mind-bender that invites a rethink. Hotel distribution is no longer a single road, it's two parallel ecosystems: the traditional web, where SEO and great content still rule, and the emerging world of AI agents, where your site matters little if you don't speak their language. According to Mirai's analysis on Hospitalitynet, AI search engines don't crawl like Google, they consume structured knowledge. Your site could be a masterpiece and still invisible to them.
The interesting part isn't the diagnosis, which many of us saw coming, it's the cure. Mirai points to two concrete tools: clean structured data and MCP endpoints. In other words, it's not enough for your site to be fast and pretty, you need a machine to read your offers, rates and cancellation rules without ambiguity. MCP (Model Context Protocol) is the bridge that lets agents plug directly into your systems, almost like an API designed for AI.
- Structured data: good old Schema.org, but done properly.
- MCP endpoints: a direct door for AI to query your system, not a badly parsed page.
What does that mean in practice? Marketing and tech teams are going to have to talk a lot more. SEO isn't dying, but it's mutating. I see a clear opportunity for hotels that get ahead of the curve, especially independents, who tend to make these decisions faster. What you don't structure today, you'll pay for in visibility tomorrow. And mind you, this isn't about trends, it's about travelers already asking ChatGPT before they ask Google.
Quick questions
What are the two hotel distribution ecosystems?
What is an MCP endpoint?
Is SEO dead for hotels?
What should a hotel do to prepare for AI agents?
Will the traditional web disappear?
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