Boardroom brief for bookings, travel and hospitality
In short
A one-page brief for the distribution lead: what agents do in bookings and travel today with dated examples, three decisions for leadership, three asks for the web team and the numbers that frame the risk. Written to paste into a deck. It covers Google's hotel booking and the airlines that still finish on their own sites.
What agents do in bookings and travel today
- 27 Oct 2026
Meta said on 27 October 2026 that Muse in Singapore can explore travel and reservation options with partners including Singapore Airlines, Agoda, Klook and Trip.com, and checks with the user before a purchase.
- 27 Aug 2026
Google began rolling out hotel booking inside AI Mode in the US on 27 August 2026, with partners including Booking.com, Expedia, Hilton, IHG, Marriott and Wyndham; the hotel or platform stays merchant of record.
- 27 Aug 2026
Google said on 27 August 2026 that AI Mode does not complete flight purchases; users finish on the airline's site or a booking platform.
- 21 Aug 2025
Google said on 21 August 2025 that AI Mode finds real-time restaurant availability across platforms such as OpenTable, Resy and Tock, for AI Ultra subscribers in the US.
Three decisions for leadership
- Which agent booking surfaces we join and on what merchant-of-record and commission terms.
- Whether an agent may book and pay, or must hand the final step to the guest.
- Which fees and cancellation terms are published as text before booking.
Three asks for the web team
- Make room or table availability for a given date readable without starting a booking session.
- Put the total price, fees included, and the cancellation deadline on the room or offer page as text.
- List every step of the booking flow that needs a mouse-only widget or a CAPTCHA.
The numbers that frame the risk
- 5 Nov 2026
On Ora's public leaderboard read 5 Nov 2026, the Travel category top five were RIU 72 (B), Skyscanner 62 (C), Kayak 61 (C), Kiwi.com 59 (C) and Navan 59 (C).
- 5 Nov 2026
On Ora's public leaderboard read 5 Nov 2026, the 17 entries in the Travel & Hospitality category averaged 48.1 out of 100; 1 scored B (70) or above and 0 scored A (86) or above.
- 8 Oct 2026
Ora's lab found (8 Oct 2026) that agents clearly recommended agent-ready businesses in 20 percent of answers against 11 percent for businesses that were not agent ready, across 37,927 runs on 1,056 business sites.
Six checks and what each answer means
Put these six questions to the people who run the site. An answer of no or not sure means the item below is open.
| Check | If the answer is no or not sure |
|---|---|
| Has anyone checked in the last six months whether your CDN, firewall or bot protection blocks AI crawlers or AI assistants? | Please export the current AI bot settings from our CDN or bot protection and tell us, for each of Search, Agent and Training traffic, whether it is allowed, challenged or blocked, and on which pages. |
| Do your key pages (products, services, prices, policies) show their main text without needing JavaScript to run in the visitor's browser? | Please list which of our page templates deliver their main content in the first HTML response and which need JavaScript to show it, starting with product, pricing and policy pages. |
| Are prices, availability, opening hours and delivery or cancellation terms written as text on the page, not only inside images, PDFs or pop-ups? | Ecommerce or product leadership decides which prices and terms are public. The web team then puts them on the page as text, including taxes, fees and cancellation rules. |
| Can the main task on your site (buy, book, subscribe or request a quote) be completed with standard web forms and buttons, without a CAPTCHA at every step? | Please walk our main task end to end as a guest and list every step where a CAPTCHA, a custom widget or a pop-up appears. |
| Has your payments or fraud team agreed how to treat a purchase or booking that an AI agent starts for a customer? | Finance, payments and ecommerce agree a written position on agent-started purchases: allowed, allowed within limits, or handed back to the customer. Fraud rules are then set to match. |
| Is there a named person in your business who owns how AI agents are treated on your site? | The leadership team names one owner for agent experience, with a quarterly review of the bot rules, readable pages, agent checkout settings and verification. |
How to measure it: track it on Ora
Put one measurement line in the brief. Scan the domain with Ora and record the score out of 100, the grade and the four layer scores: Discovery, Access, Usability and Payments. For bookings and travel, Ora's leaderboard listed 17 sites on 5 November 2026, with a median of 47 and a top score of 72, so those two numbers are the first comparison a board can read.
Rescan after each fix the web team ships and report the change once a quarter. Say in the brief what the number leaves out: Ora reads public pages only and publishes no data on repeat scans, and its fixing service is a waitlist, so the web team still makes the fixes the report lists. The tool choice page says why this is the scan to use.
Where the sector stands
In the crawl of 4 Nov 2026, 72.7 percent of bookings and travel sites with a readable robots.txt allowed the four main AI agents at the root, and 75 percent of home pages gave readable text to a plain fetch (32 domains in the sample). See the bookings and travel scorecard.
Sources
- Meta: Muse in Singapore (27 Oct 2026) (about.fb.com/news/2026/10/muse-is-now-available-in-singapore-the-worlds-first-personal-ai-agent-built-for-everyone), read 4 Nov 2026.
- Google: How to book travel with AI Mode (27 Aug 2026) (blog.google/products-and-platforms/products/search/book-travel-ai-mode), read 4 Nov 2026.
- Google: AI Mode agentic features (21 Aug 2025) (blog.google/products/search/ai-mode-agentic-personalized), read 4 Nov 2026.
- Ora home page (ora.ai), read 5 Nov 2026. Vendor claim.
- Ora public leaderboard, category averages (ora.ai/leaderboard), read 5 Nov 2026. Vendor claim.
- Ora research: AX is the new AEO (8 Oct 2026) (ora.ai/blog/ax-is-the-new-aeo), read 4 Nov 2026. Vendor claim.
- Ora leaderboard API (GET /api/leaderboard) (ora.ai/api/leaderboard), read 5 Nov 2026. Vendor claim.
- Ora methodology (ora.ai/methodology), read 5 Nov 2026. Vendor claim.
Last reviewed