Will ChatGPT Recommend Your Tourism Business?

If a traveller asks ChatGPT, Gemini, Copilot, Perplexity, or Google AI Mode where to stay in Queenstown, what to do with kids in Wānaka, or which boutique lodge near Cardrona suits a winter trip, what decides who gets recommended?

It is not magic. The work is more practical than that, and far less exciting to the people selling sneaky SEO tricks.

AI assistants tend to recommend the businesses they can find, read, compare, and justify from credible public sources. For tourism operators, that means the practical details on your website, listings, reviews, destination profiles, and booking pages are doing more work than ever.

The question is simple:

Can an AI assistant understand who you are for, what you offer, where you are, why you are credible, and how someone books?

If the answer is fuzzy, your visibility will probably be fuzzy too.

The Short Answer: Make The Offer Obvious

The valuable queries are often comparison questions.

Travellers have moved beyond searches like "accommodation Wānaka" or "Queenstown activities". They are trying to answer questions like:

• where should a family with two children stay near the lake?
• what can we do on a wet day without driving too far?
• which activity suits a mixed group where half want adventure and half want wine?
• where can eight people stay with views, parking, and easy access to the ski field?
• is this tour suitable for older parents or younger children?

Those questions need more than polished marketing copy.

"Luxury accommodation in a stunning location" does not tell an assistant much. Luxury how? Where exactly? For whom? How many people? What is nearby? What happens in winter? Is it good for children? Is it peaceful, social, remote, central, self-contained, serviced, accessible, flexible, or pet-friendly?

AI assistants need enough detail to make a reasoned recommendation. Write for better human decisions, and the machine readability gets much easier.

AI Search Still Depends On Search Basics

The evidence is refreshingly unglamorous.

Google's guidance for generative AI features in Search says core SEO practices still matter because AI search features rely on Google's existing Search systems. Microsoft has also started giving site owners AI visibility reporting through Bing Webmaster Tools, showing when pages are cited in AI-generated answers. OpenAI documents a separate search crawler, OAI-SearchBot, for surfacing websites in ChatGPT search features.

In plain English: AI search has not made website basics irrelevant. It has made them harder to ignore.

Your important pages still need to be:

• public
• findable by search engines
• easy to read
• connected to the rest of your site
• clear about the offer
• consistent with your business profiles and listings
• credible enough to support a recommendation

The acronyms will keep multiplying. AEO, GEO, AI SEO, whatever the next one is by Friday afternoon. Start with the basics that still carry weight.

What Tourism Businesses Need To Make Clear

For tourism businesses, AI visibility depends on three things.

The offer: a traveller, search engine, or AI assistant should be able to understand what you sell, where it is, how it works, what is included, how to book, and what practical constraints apply.

For accommodation, that might include location, capacity, bedrooms, bathrooms, views, parking, transport, amenities, nearby activities, family suitability, accessibility considerations, seasonal notes, pricing signals, booking path, and cancellation details.

For activities, attractions, and visitor experiences, that might include duration, age suitability, fitness level, weather dependency, transport, pickup points, what guests need to bring, safety notes, accessibility, ideal visitor type, pricing signals, and cancellation details.

The fit: tourism decisions are rarely abstract. People are planning around children, older parents, mixed budgets, weather, time, transport, group size, energy level, food, views, risk tolerance, and the emotional tone of the trip.

The more specific the traveller's situation, the more specific your public information needs to be.

The proof: AI assistants need credible signals that support the recommendation. Reviews, destination listings, Google Business Profile, Bing Places, national tourism listings, awards, media mentions, photos, policies, and consistent contact details all help build confidence.

If those signals disagree with each other, the assistant has to work harder. Sometimes it will work around you.

Where Tourism Websites Usually Lose The Thread

The weak points are usually ordinary.

The page looks nice. The location copy is vague.

The booking engine holds the practical information. The main website page is thin.

The Google Business Profile says one thing, the destination listing says another, and the direct website has not been updated since someone changed the offer last season.

The reviews are strong. They sit too far away from the page where the visitor is trying to decide.

The property or activity page assumes the reader already knows the destination.

The site answers "what is this?" and leaves "is this right for me?" unanswered.

That last one is the killer.

Tourism operators often know their offer so well that they forget how much context visitors are missing. AI assistants have the same problem, at speed. If the context is not published clearly, they cannot reliably use it.

Do Not Build Pages For AI. Build Pages That Make Traveller Decisions Easier.

The fastest way to make this weird is to start writing pages that sound like they were assembled for a machine.

Skip the thin question pages, repetitive "AI search" phrasing, schema markup claiming things that are not visible on the page, and treating llms.txt as the whole strategy.

Better decision pages usually come from real visitor questions.

What do people ask before they book? What do they misunderstand? What do they compare you with? What makes the right guest say yes? What makes the wrong guest self-select out before everyone wastes time?

A strong tourism page helps someone make a decision. It gives the assistant better material because it gives the traveller better material.

That is the work.

You are helping me audit a tourism, accommodation or activity website for SEO, AI visibility and crawlability.

Website to check: [your website address]

My goal is to understand whether travellers, search engines and AI tools can access the useful information someone needs before booking.

Review the actual website output, including what the site appears to show visually and what crawlers or AI systems can read. Look for content humans can see that is hidden, blocked, thin or hard for crawlers and AI systems to read.

Check:

1. Crawlability and access
   Can Google, Bing and AI search tools read the important public pages? Check robots.txt, sitemap, indexability, obvious blocked pages, booking subdomains and whether important pages appear accessible to Googlebot, Bingbot and OAI-SearchBot.

2. Visible versus crawlable content
   Compare what a human can see with what appears in the page source or crawlable HTML. Look for important content hidden in JavaScript, tabs, accordions, pop-ups, widgets, iframes or booking tools. Also flag duplicated, outdated, irrelevant or suspicious hidden content.

3. Booking experience
   Check whether prices, availability, session times, room/tour options, booking conditions and booking links are visible and understandable outside the booking engine. Clearly separate:

* static prices visible on the main website
* live availability visible in the booking engine
* booking-stage details that need manual confirmation

Check whether a crawler or AI system could answer questions like:

* What is available tomorrow?
* What times are available this weekend?
* Can I book for two adults and one child?
* What does it cost?

4. Structured data
   Check whether schema/structured data is present and accurate for the business, products/tours/rooms, offers, FAQs, reviews, prices, location and breadcrumbs. Flag missing, duplicated, conflicting or misleading schema.

5. Traveller usefulness
   Assess whether the site answers practical pre-booking questions:

* who it is for
* where it is
* what is included
* what to expect
* how to book
* suitability for families, groups, couples, accessibility needs or specific trip types
* relevant local context, such as transport, seasons, weather, nearby activities, food, trails, ski fields or other trip-planning details

6. Trust signals
   Check whether the business looks real, current and reliable. Look for consistent name, address, phone, email, location, reviews, awards, policies, social links, Google Business Profile, Tripadvisor, OTAs or other external listings.

7. Platform, booking engine or vendor limits
   Flag issues that appear to originate in the website platform, PMS, booking engine, template, widget or vendor setup.

Output the findings in this structure:

A. Plain English summary
Is the site easy for travellers, search engines and AI tools to understand? What is the biggest issue?

B. What looks good
List what is already working.

C. What needs attention
Separate issues into:

* operator/content issues
* developer or SEO issues
* platform, PMS, booking engine or vendor issues

D. Crawlability and visibility risks
Explain what may be invisible, blocked, hidden behind JavaScript, trapped in widgets or hard for AI/search systems to read. Include whether the site can answer date-specific booking questions from crawlable content.

E. Structured data and trust signal issues
Explain whether structured data and trust signals appear accurate, useful and consistent.

F. Top 5 priority fixes
For each fix, say:

* what to fix
* who likely needs to fix it, operator, developer, SEO specialist or vendor
* why it matters
* urgency

G. Questions to ask the developer, SEO specialist or platform vendor
Give me practical questions I can send to the technical person or vendor.

Important:

* Use plain English.
* Do not overstate what you can verify.
* Mark anything as "needs manual confirmation" if it cannot be checked from the outside.

Interpreting The Result

A self-check can show obvious gaps. The deeper work is working out the cause.

These are different problems. They need different fixes. AEO is not Curiosity's core service, but Nadia can help you frame the question and make introductions to the right specialist. Email Nadia if you'd like to find out more.

The Bottom Line

AI visibility works when your tourism offer is easy to understand, easy to compare, and easy to trust.

If your website and public profiles make the right details obvious, AI assistants have something solid to work with. If those details are vague, hidden, inconsistent, or trapped inside booking flows, the assistant may reach for clearer sources, including destination websites, OTAs, review platforms, editorial guides, or competitors.

Make the offer obvious. Make the fit obvious. Make the proof obvious.

That is a better starting point than chasing whatever the internet has decided to call AI search this week.

Helpful Sources

This is a short source list for the public resource. Deeper implementation work should use a claim-level source register and live checks against the business's actual website, profiles, listings, and booking setup.

1. Google Search Central. "Optimizing your website for generative AI features on Google Search." Official Google documentation, accessed 01/07/2026. developers.google.com/search/docs/fundamentals/ai-optimization-guide
2. OpenAI. "Overview of OpenAI Crawlers." Official OpenAI documentation, accessed 01/07/2026. developers.openai.com/api/docs/bots
3. Microsoft Bing. "Introducing AI Performance in Bing Webmaster Tools Public Preview." Official Microsoft/Bing product announcement, 10/02/2026, accessed 01/07/2026. blogs.bing.com/webmaster
4. Google Search Central. "Google Search technical requirements." Official Google documentation, accessed 01/07/2026. developers.google.com/search/docs/essentials/technical
5. Google Business Profile Help. "Edit your Business Profile." Official Google documentation, accessed 01/07/2026. support.google.com/business/answer/3039617
6. Bing Places for Business. Official Bing Places documentation, accessed 01/07/2026. bingplaces.com
7. Destination Queenstown. "Queenstown Accommodation FAQs." Official destination organisation guidance, accessed 01/07/2026. queenstownnz.co.nz
8. Wānaka Official Website. "Family Friendly Activities." Official destination organisation guidance, accessed 01/07/2026. wanaka.co.nz