How ChatGPT recommends hotels, and how to be one of them
ChatGPT recommends hotels using its training and live web search with citations. Hotels need crawlable, accurate pages and live rates via MCP to be bookable.
ChatGPT and other AI assistants recommend hotels by combining what the model already knows with live web search when a question needs current information. OpenAI says ChatGPT search rewrites the question into search queries and cites sources. Hotels improve their chances with clear, crawlable, accurate web pages, and become bookable through connections such as MCP.
How does ChatGPT find hotels?
A guest might type: “a quiet family hotel near the beach in Dubai for three nights in March”. Two things can shape the answer.
What the model already knows. Language models learn from large amounts of text during training. That knowledge has a cut-off date and can be out of date for prices, availability, renovations or new openings.
Live search. OpenAI’s help page says ChatGPT may “search the web automatically when your question would benefit from current information”, and users can also start a search themselves. It explains that ChatGPT “typically rewrites your query into one or more targeted queries” and that it “sometimes partners with other search providers”. Answers can include citations, and a Sources button shows the cited pages and other relevant links.
OpenAI also says ChatGPT may share an approximate location with trusted third-party providers to give more local information, such as nearby business listings, and that on iOS and Android relevant results may include a map. Hotel questions are local questions, so this matters.
OpenAI is open about the limits. Its help page warns that “search results and citations can be incomplete, outdated, or incorrect”. That is a reason for hotels to make the correct facts easy to find.
What decides which hotels an assistant recommends?
No AI company publishes a full ranking formula for hotel recommendations, and we will not guess at one. What the official documentation does tell us is where the information comes from:
- Web pages the assistant can reach. For ChatGPT search, OpenAI says a website is eligible for inclusion if it allows OAI-SearchBot to crawl it and the host or CDN allows traffic from OpenAI’s published IP addresses. OpenAI adds that “placement is not guaranteed”.
- Search results from partners. ChatGPT sends rewritten queries to search partners, so your normal search visibility matters too.
- Local business information. Location-based results draw on business listings from third-party providers.
- Connected tools. Through MCP, an assistant can call a hotel’s own tools for live rates instead of relying on old pages.
Google’s guidance on its own AI features points the same way. Google says there are “no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary”. A page must be indexed and eligible to appear in Google Search with a snippet. Google also says you do not need new machine-readable files, AI text files or special markup to appear. Good, crawlable content and an accurate business profile are the foundation.
What can a hotel do to be recommended?
OpenAI’s help pages describe no paid route into ChatGPT search answers and no checklist that guarantees a recommendation. What you can do is make sure that when an assistant looks, it finds clear and correct facts about you.
| What the assistant needs | Where it usually comes from | What the hotel should do |
|---|---|---|
| Basic facts: name, location, type of hotel | Your website, business listings | Keep your Google Business Profile and website consistent and current |
| Who the hotel suits | Your room, facility and location pages | Write plain pages: “family rooms with two queen beds”, “five minutes’ walk to the beach” |
| Policies | Your FAQ and policy pages | Publish check-in, cancellation, children and pet policies as text, not images |
| Access to your pages | Crawlers such as OAI-SearchBot and Googlebot | Check robots.txt and firewall rules do not block search crawlers you want |
| Live price and availability | Your booking engine, if connected | Offer a live connection, for example through MCP |
| Trust signals | Reviews and third-party mentions | Ask happy guests for reviews and answer them |
A practical checklist for your website:
- Check your robots.txt. If you want to appear in ChatGPT search, make sure OAI-SearchBot is allowed. Ask your host or CDN whether it blocks OpenAI’s published search IP addresses.
- Write in text, not images. Room sizes, bed types, views, distances and policies should be readable HTML.
- Answer real questions. Add a FAQ with the questions guests actually ask your reception team.
- Keep facts consistent. The same name, address, phone number and amenities on your website, Google Business Profile and OTA listings.
- Show total prices. A clear price including taxes and fees on your booking engine avoids confusion when a guest clicks through.
- Be on Google Hotels. Free booking links put your live rate next to OTAs where guests compare. See our free booking links guide.
- Make your hotel bookable by AI. Connect live rates and availability through MCP, so the assistant can quote real prices.
What is MCP and why does it matter for hotels?
The Model Context Protocol (MCP) is, in the words of its official site, “an open-source standard for connecting AI applications to external systems”. It compares MCP to a USB-C port: one standard way to plug AI applications into data and tools. The MCP site lists AI assistants such as Claude and ChatGPT among the applications that support it.
For a hotel, an MCP server is a set of tools an assistant can call. Instead of reading an old web page, the assistant can ask your booking system: “what is available for these dates, and at what price?” The answer comes from your live inventory.
OpenAI’s developer documentation explains that remote MCP servers “can be used to connect models over the Internet to new data sources and capabilities”. It also notes that in ChatGPT, users can connect custom MCP servers in developer mode, and that OpenAI does not develop or verify custom servers. This tells you something useful: support exists, and how a guest reaches your tools depends on each assistant’s own settings and directories.
goDirects makes hotels bookable through AI assistants with an MCP connection. An assistant can search live availability with taxes included, hold a room briefly and send the guest a link to finish on your own booking engine. The booking stays direct. Read more in AI assistants and hotel booking with MCP.
Why should hotels care now?
When an assistant cannot check a hotel’s own rates, it has to rely on whatever it can find. That can include pages from large OTAs, which publish detailed hotel content. If your own site is thin or blocked, the assistant may describe your hotel from an OTA page and send the guest there.
The steps that help with AI assistants are the same ones that help with Google and with guests: clear facts, accurate prices and an easy way to book. None of them is wasted effort. Many guests also still prefer to call, and Hotaler Voice answers hotel calls and takes bookings. See AI phone booking for hotels.
If you would like to see an AI assistant quote your live rates and send a guest to your own booking page, book a demo.
Frequently asked questions
Can a hotel pay to be recommended by ChatGPT?
OpenAI’s ChatGPT search help does not describe any paid placement for its answers, and it says placement is not guaranteed even for eligible websites. What a hotel can control is whether its pages can be crawled, whether its facts are clear and consistent, and whether an assistant can reach live rates through a connection such as MCP.
Do I need a special AI file or markup to appear in AI answers?
For Google’s AI Overviews and AI Mode, Google says no: there are no additional requirements, and you do not need new machine-readable files, AI text files or special markup. A page must be indexed and eligible for a snippet. For ChatGPT search, OpenAI asks that you allow OAI-SearchBot to crawl your site.
Where does ChatGPT get hotel information from?
From what the model learned in training and, when it searches, from web results. OpenAI says ChatGPT rewrites the question into search queries, sometimes uses other search providers, and may use location to show local business information. Answers can include citations so the guest can check the source pages.
What is the difference between being recommended and being bookable?
Being recommended means the assistant mentions your hotel. Being bookable means it can check your live availability and price and help the guest book. An MCP connection to your booking engine makes your hotel bookable, so the assistant quotes real rates instead of guessing, and the guest finishes on your own website.
Should I block AI crawlers from my hotel website?
It is your choice, but blocking search crawlers can keep your pages out of AI search answers. OpenAI says a site must allow OAI-SearchBot to be eligible for ChatGPT search. Review your robots.txt and CDN settings so you allow the crawlers you want and block only those you do not.