AI visibility tools for hotels
Guests now ask ChatGPT,
Gemini and
Perplexity where to stay. The answer names two to five hotels. Does it name yours, link your site, or send the guest to an OTA?
$1 for your first month with code 1stMonth-OneDollar · nothing to install
- Le Pavillon de la Reine: allows dogs of any size, private historic courtyard garden rooms in Place des Vosges.
- Sinner Paris: pet-friendly boutique rooms, luxury pet amenities & dog bowls provided, 4 mins from Rue de Bretagne.
- Hôtel Jules & Jim: dog-friendly boutique rooms with private outdoor cobblestone terrace.
Live citation audit sample across Parisian boutique and luxury properties.
Overview
| # | Brand | Visibility ↕ | SOV ↕ | Sentiment ↕ | Position ↕ |
|---|---|---|---|---|---|
| 1 | 76% | 27% | ● 91 | # 1.6 | |
| 2 | 71% | 23% | ● 88 | # 2.1 | |
| 3 | 64% | 18% | ● 95 | # 2.5 | |
| 4 | 58% | 15% | ● 89 | # 3.1 | |
| 5 | 52% | 13% | ● 93 | # 3.6 | |
| 6 | 44% | 11% | ● 82 | # 4.2 | |
| 7 | 38% | 9% | ● 80 | # 4.8 |
Right now a guest is picking a hotel on 
ChatGPT
Generative AI use for trip research reached 33%, five times its 2024 level. 44% of travelers would book directly inside an AI platform. And AI referred visitors convert at 4.4x the rate of organic visitors.
Phocuswright, The AI Surge, 2026.
Semrush, 2025.
How to measure AI visibility on booking prompts
Guests do not ask AI for your hotel's name. They list what they need: a place, dates, a pet, a pool, a budget. Each need is a filter. Miss one in your data and you drop out of the answer.
- AI checksNeighborhood pages, walking times, landmarks near you
- Where you dropNo area guide on your site, so travel blogs get cited
- AI checksKids club ages, hours, family room sizes, what is included
- Where you dropAmenities listed as images or in a booking widget
- AI checksPet rules, accessibility, late check-in, cancellation terms
- Where you dropPolicies buried in PDFs or different on each OTA
- AI checksRates, packages, what booking direct adds
- Where you dropThe answer links an OTA, and you pay commission
45 prompts guests type before they book
Real guest questions across Europe, the Americas, the Red Sea and the Pacific, from 6 guest types. Split 20% informational, 40% commercial and 40% transactional. Swap in your own city and run them in citedby.
- 01“What's the best area to stay in Dublin for a first visit?”
- 02“When is the best time to visit Fiji for a beach holiday?”
- 03“Do all inclusive resorts in Punta Cana include a kids club?”
- 04“What should I look for in a pet friendly hotel in Paris?”
- 05“How do I get from Nadi airport to Denarau Island?”
- 06“Is Killarney worth a stop on an Ireland road trip, and for how many nights?”
- 07“When is the rainy season in Cartagena, Colombia?”
- 08“Which part of Tenerife is best for winter sun?”
- 09“Do hotels in Porto charge a tourist tax, and how much is it?”
- 10“Best family all inclusive resorts in Riviera Maya with a kids club”
- 11“Best boutique hotels in Brooklyn with a rooftop bar”
- 12“Best hotels in Dublin city centre for a business trip with a gym and late check-in”
- 13“Luxury resorts in Fiji with a spa for a honeymoon”
- 14“Pet friendly hotels in Paris that allow large dogs”
- 15“Best adults only resorts in Hurghada on the Red Sea”
- 16“Quiet hotels in Paris with a king bed and air conditioning”
- 17“Hotels in Mallorca with a heated pool open in winter”
- 18“Best hotels in New York for a wedding room block of 30 guests”
- 19“Family hotels in Killarney with an indoor pool and kids club”
- 20“Best adults only hotels in Tenerife with a sea view”
- 21“Boutique hotels in Porto near Ribeira with parking”
- 22“Best business hotels in Berlin near the trade fair grounds with a gym”
- 23“All inclusive hotels in Menorca for families with toddlers”
- 24“Hotels inside the walled city in Cartagena with a rooftop pool”
- 25“Quiet hotels near Lake Geneva for a work trip”
- 26“Best adults only all inclusive in Riviera Maya for food lovers”
- 27“The William Vale vs Wythe Hotel for a weekend in Brooklyn”
- 28“Book a sea view room in Hurghada for 4 nights in October with a late arrival”
- 29“Hotel in Dublin city centre available next Friday under €250 with parking”
- 30“Family room for 2 adults and 2 kids at an all inclusive in Punta Cana over Christmas”
- 31“Brooklyn hotel with free cancellation for March 14 to 16”
- 32“Get a quote for a meeting room and 20 rooms in Paris in November”
- 33“Book direct at a Fiji resort with airport transfer included”
- 34“Pet friendly hotel in Paris with a room free this weekend for 1 dog”
- 35“Best rate for a spa package for two at a Fiji resort, booking direct”
- 36“Hotel near Madison Square Garden with early check-in tomorrow”
- 37“Reserve an accessible room with a roll-in shower in Dublin for two nights”
- 38“Book a family room in Killarney for the August bank holiday weekend with breakfast”
- 39“Tenerife hotel for 7 nights in January with a sea view under €180 a night”
- 40“Porto hotel near São Bento with free cancellation for 3 nights next week”
- 41“Berlin rooms for 5 colleagues during the trade fair, plus a meeting room”
- 42“Menorca all inclusive for 2 adults and 1 toddler in June with a cot in the room”
- 43“Book a wheelchair accessible room in Geneva for 2 nights next month”
- 44“Book direct at an adults only Riviera Maya resort with spa credit for our May anniversary”
- 45“Cartagena hotel with airport pickup and check-in after midnight”
The guest types behind most hotel prompts
Each one filters on different things. Your pages need to answer all of them.
Family vacationer
Kids club, family rooms, all inclusive, pool hours.
“Menorca all inclusive for 2 adults and 1 toddler in June with a cot”
Business traveler
Location, late check-in, gym, wifi, parking, early check-in.
“Dublin city centre hotel with late check-in and a gym”
Couple or honeymooner
Views, spa, adults only, romance packages.
“Luxury resorts in Fiji with a spa for a honeymoon”
Pet owner
Pet policy, dog size limits, fees, nearby parks.
“Pet friendly hotels in Paris that allow large dogs”
Group or event planner
Room blocks, meeting space, quotes, wedding packages.
“Quote for a meeting room and 20 rooms in Paris in November”
Every guest, every language
Region alone swings mention rates from about 18% to 50%. Run each market in its own language.
ThriveStack research, 2026
Hotel SEO no longer decides the booking
A hotel page that ranks first on Google can be missing from the ChatGPT answer above it. AI engines read OTAs, review sites and forums, then decide.
Where AI pulls hotel recommendations
An answer blends many source types. OTAs and review sites win by default because their data is clean. Your site wins only when engines can read it.
Live prices, room types and policies for every hotel, in one clean format engines trust.
booking.comexpedia.comhotels.comgoogle.com/traveltrivago.comkayak.comStar ratings and thousands of reviews that engines read as the guest's voice.
tripadvisor.commaps.google.comBest-of lists and area guides that shape the shortlist for commercial prompts.
cntraveler.comtravelandleisure.comtimeout.comlonelyplanet.comThreads on noise, real pet rules and hidden fees. Engines treat them as ground truth.
r/travel · r/parisPet, family and accessibility directories that answer one filter very well.
bringfido.comairbnb.comCited when policies, amenities and rates sit in clean text and schema. Skipped when they live in PDFs or booking widgets.
your-hotel.comOnly 11% of cited sources overlap between ChatGPT and
Perplexity on identical prompts. Winning one engine says little about the next, so citedby tracks each one on its own.
correlation between brand web mentions and AI visibility, vs 0.218 for backlinks.
of repeat runs return the same set of brands.
conversion rate of AI referred visitors vs organic.
Run an AI visibility audit, then fix, track and attribute
Everything you need to win back guests from OTAs, one property or a whole portfolio.
Audit your hotels
Run destination, amenity, policy and booking prompts per market across ChatGPT,
Gemini,
Perplexity,
Copilot and
AI Overviews. Get your baseline mention rate and citation share.
Fix what AI can't read
Find the policies, amenities and rates the engine can't verify. Move them out of PDFs and widgets into clean pages and schema. Fix the third-party pages it cites instead.
Track weekly shifts
Schedule runs per property, guest type and language. Catch drops after a model update or a bad review wave.
Attribute direct bookings
Connect AI referral sessions to direct bookings. Show owners the revenue kept from OTA commission.
What actually moves your hotel in and out of an answer
Eight variables, all active at once, even when the prompt is identical. Five are yours to control.
| Variable | What it changes | Observed effect | Control |
|---|---|---|---|
| Search indexation | Whether content enters the index | Unindexed pages are 100% invisible to live search engines | Yes |
| Prompt quality | Which hotels surface | Real prompts on one intent averaged 0.081 semantic similarity | Yes |
| Run frequency | Hotel set and order | Under 1% of repeat runs return the same set | Yes |
| Region and locale | Which hotels are known | Mention rates range about 18% to 50% by country | Partly |
| AI engine | Which sources get cited | 11% source overlap between ChatGPT and Perplexity | Yes |
| API vs UI | Length, hotels, citations | About 24% brand overlap; 406 vs 743 words | Yes |
| Persona and memory | How personal the answer is | Account, history and session memory shift results | No |
| Model version | The whole board | A rollout reshuffles results with no changelog | No |
From ThriveStack research on AI visibility tracking and non-determinism. Sources: SparkToro,
Profound,
University of St. Gallen,
Semrush.
AI search optimization protects direct hotel bookings
Every reservation captured by an Online Travel Agency costs between 15% and 25% in commission, eroding net RevPAR and surrendering guest relationship data.
Source: Kalibri Labs & AHLA Distribution Benchmark. When AI engines cite your property domain directly with verified amenities and cancellation terms, guests book direct without middleman leakage.
Compare an answer engine optimization stack
Why hotel SEO suites can't see or fix AI visibility.
| Capability | Legacy hotel SEO | |
|---|---|---|
| Monitoring surface | Google blue links only | Every major AI engine |
| Primary metric | Keyword rank | Mention rate and owned citation share |
| Cited source capture | Not supported | Every URL cited in every answer |
| Granularity | Domain traffic only | Per property, guest type and market |
| Direct booking protection | Organic clicks only | Alerts when an OTA takes the citation |
| Language testing | One geo | Native prompts per market and language |
How to Fund Hotel Answer Engine Optimization
You already pay for lost direct revenue. Reallocating a fraction of defensive brand PPC or recovered OTA commissions funds the entire program.
Source: Hospitality Net Distribution Review. citedby does not require an incremental budget line, it pays for itself by shifting commissionable third-party stays back to direct bookers.
Hotel marketing questions
What are AI visibility tools for hotels?
They track how often a hotel gets named and cited when a guest asks an AI engine where to stay. You measure it per property, guest type and market, on a fixed prompt set, run on a schedule across ChatGPT,
Gemini,
Perplexity,
Copilot and
AI Overviews.
Is this different from hotel SEO?
Yes. SEO measures whether your page ranks. AI visibility measures whether the answer names you and links you. A page can rank first on Google and still be missing from the AI answer above it, because the two read different sources.
Why do AI answers cite 
Booking.com and 
Tripadvisor instead of our site?
OTAs and review sites publish clean, structured data on every policy and amenity, plus lots of guest reviews. If your pet policy or kids club hours live in a PDF or a widget, the engine trusts the OTA version instead.
Which prompts matter most for a hotel?
The ones tied to a booking: destination and area, amenity filters, policies like pets and accessibility, and dated booking requests. The prompt library above has 45 to start from. Swap in your own city.
Can this grow direct bookings?
That is the case for funding it. When the answer links your site, the guest books direct. When it links an OTA, you pay commission. citedby tracks which one happens and ties AI referral sessions to bookings.
How often should tracking run?
Seven runs per prompt per engine per day is the floor, rolled up weekly. One run carries a standard error of 0.370, close to a coin flip. citedby reports a range across runs, not a single score.
Can we split it by property and language?
Yes. Each property and each market gets its own prompt set and score, rolled into one portfolio view. Run each market in its own language, since region alone swings mention rates from about 18% to 50%.
Recommended research and playbooks
Winning AI visibility within days
Fix crawler blocks, add schema and win your first AI citations.
AI visibility tracking and non-determinism
Why one prompt check misleads, and how run ranges fix it.
20 brands, 90 days of AI visibility
Score, crawl traffic and AI referred revenue before and after.
Good news: it's simple to see for yourself
Sign up in 5 to 7 minutes
Go to
thrivestack.ai/citedby and create your account. Nothing to install.
Get your prompts
Use our prompt research to try prompts across your guest's journey. We map your hotel and your competitors, then build the exact prompts guests run when they look for a hotel like yours.
Run them free, or let us run them for $1
Run the prompts yourself for free. Or use code
1stMonth-OneDollarto pay $1 for your first month (normally $35 a month). We run them often, compare you against your competitors, and hand you the specific actions to win and get cited by AI.Connect your data when you're ready
Later, connect
Google Search Console, your server logs for bot crawls, and
See rapid increase in your brand's AI visibility in 2-3 months
AI search engines refresh knowledge bases, citation sources, and bot crawls progressively over 60 to 90 days as direct hotel booking signals propagate.