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Live · refreshed weeklyUpdated August 3, 2026

AI Hotel Landscape

How leading AI assistants recommend hotels — 616 prompts across 56 destinations, refreshed every Monday.

Data is directional. Some prompts retry due to upstream variance, so absolute counts can shift ±5% week to week.
PROMPTS

The 616 prompts we ask Google AI Mode every week

56 destinations × 11 templates. Each prompt has structured dimensions: city, country, region, persona (couples / families / solo / business), budget (luxury / mid / budget), and location zoom (wide city vs neighborhood vs landmark). Control prompts are unmodified baselines.

Prompts / week
616
across 6 platforms
Destinations
56
distinct cities
Countries
37
dest country
Regions
5
continental groupings
56 destinations across 37 countrieseuropeamericasasiaafricaoceania
Template patterns

Every destination below gets the same 11 question types — just with the city name swapped in. That's how 56 destinations × 11 templates = 616 prompts per platform per week.

  • luxury hotels in <city>
  • family friendly hotels in <city>
  • hotels in <city> with rooftop pool
  • hotels near <neighborhood>, <city>
  • boutique hotels in <neighborhood>, <city>
  • best hotels in <city> for solo travelers
  • best hotels in <city>
  • affordable hotels in <city> under $200
  • best hotels in <city> for couples
  • best hotels in <city> for business travelers
  • best hotels in <neighborhood>, <city>
  • hotels near <city> National Park
africa4 destinations · 44 prompts

Each destination is asked the 11 prompt patterns above (11 prompts × 4 cities = 44 prompts in this region).

americas14 destinations · 154 prompts

Each destination is asked the 11 prompt patterns above (11 prompts × 14 cities = 154 prompts in this region).

asia16 destinations · 176 prompts

Each destination is asked the 11 prompt patterns above (11 prompts × 16 cities = 176 prompts in this region).

europe17 destinations · 187 prompts

Each destination is asked the 11 prompt patterns above (11 prompts × 17 cities = 187 prompts in this region).

oceania5 destinations · 55 prompts

Each destination is asked the 11 prompt patterns above (11 prompts × 5 cities = 55 prompts in this region).

HIGHLIGHTS

Named hotels of the week — Google AI Mode

Hotels Google AI Mode talked about most this week, with week-over-week movement. Filtered to Google AI Mode only — switch tabs to compare across models.

Hotel of the Week
8 mentions
The Taj Mahal Palace, Mumbai
Mumbai

Most-mentioned hotel by Google AI Mode this week.

Top 20 hotels by Google AI Mode mentions — week of August 3, 2026
#HotelCityChainMentionsW/W
1The Taj Mahal Palace, MumbaiMumbaiTaj8 8
2Four Seasons Hotel SydneyThe RocksFour Seasons7 7
3Cordis, AucklandAuckland6 6
6Mandarin Oriental Wangfujing BeijingDongchengMandarin Oriental6 6
8Palacio Duhau - Park Hyatt Buenos AiresBuenos AiresHyatt6 6
16The Venetian Las VegasLas VegasLas Vegas Sands6 6
10Peridot Grand Luxury Boutique HotelHa Noi6 6
5Hotel Calimala FlorenceFlorence6 6
11The Fullerton Bay Hotel Singapore80 Collyer Quay6 6
12The Langham Gold CoastSurfers ParadiseLangham6 6
7Marina Bay Sands Singapore10 Bayfront Ave6 6
14The Ritz-Carlton, Millenia SingaporeMarina BayMarriott6 6
4Hotel BrunelleschiFlorence6 6
9Park Hyatt SydneyThe RocksHyatt6 6
15The Ritz-Carlton, TorontoTorontoMarriott6 6
13The Langham, MelbourneSouthbankLangham6 6
19Copacabana Palace, A Belmond Hotel, Rio de JaneiroRio de JaneiroBelmond5 5
45The Rees Hotel, Luxury Apartments & Lakeside ResidencesQueenstown5 5
33Mont Cervin PalaceZermatt5 5
37Santa Caterina HotelAmalfi5 5
SOURCES

Where Google AI Mode pulls hotel information from

Every URL Google AI Mode retrieved classified into 12 buckets: OTAs, editorial, chain sites, direct hotel pages, social, meta-search, AI tools, community, government, directory consortia, and other.

26,357 sources retrieved
2,891 actually cited
=
11.0% citation throughput
Full throughput study →
Meta-search
54.4% (14,343)
Other
12.9% (3,410)
OTA & Aggregator
12.2% (3,211)
Editorial
6.7% (1,772)
Social Channel
3.8% (1,003)
Independent Hotel
3.0% (789)
Chain
2.2% (573)
Review Site
2.1% (550)
Community
1.3% (347)
Hotel Directory
0.6% (169)
Government / DMO
0.6% (152)
AI Tool
0.1% (33)
Encyclopedia
0.0% (5)
Top categories
Meta-search
google.com 99% · kayak.com 0% · trivago.com 0%
54.4%14,343
Other
foratravel.com 55% · cntravellerme.com 23% · loveholidays.com 22%
12.9%3,410
OTA & Aggregator
expedia.com 43% · agoda.com 33% · booking.com 24%
12.2%3,211
Editorial
cntraveler.com 41% · thehotelguru.com 35% · forbestravelguide.com 24%
6.7%1,772
Social Channel
youtube.com 46% · reddit.com 32% · instagram.com 22%
3.8%1,003
Independent Hotel
chase.com 35% · hrs.com 35% · scottdunn.com 29%
3.0%789
Chain
marriott.com 48% · all.accor.com 28% · fourseasons.com 24%
2.2%573
Review Site
tripadvisor.com 93% · tripadvisor.co.uk 4% · tripadvisor.in 3%
2.1%550
Community
myboutiquehotel.com 48% · santorinidave.com 29% · travelmyth.co.uk 23%
1.3%347
Hotel Directory
designhotels.com 45% · hotelsforkings.com 33% · bestboutiquehotelsworldwide.com 22%
0.6%169
Government / DMO
neworleans.com 36% · queenstownnz.co.nz 33% · capetown.hotelguide.co.za 30%
0.6%152
AI Tool
staygenie.app 97% · topratedplaces.ai 3%
0.1%33
TOP DOMAINS

The domains Google AI Mode pulls most — and how many it keeps

Individual domains ranked by URLs retrieved, with the category and the share that survive into the answer (throughput = cited ÷ retrieved). Worldwide, current week.

Top domains — retrieved vs. cited
DomainCategoryRetrievedCitedThroughput
google.comMeta-search14,053467
3%
expedia.comOTA & Aggregator80780
10%
agoda.comOTA & Aggregator61718
3%
tripadvisor.comReview Site472231
49%
booking.comOTA & Aggregator461134
29%
youtube.comSocial Channel371128
35%
cntraveler.comEditorial270129
48%
reddit.comSocial Channel262154
59%
thehotelguru.comEditorial22661
27%
hotels.comOTA & Aggregator18537
20%
expedia.caOTA & Aggregator1845
3%
instagram.comSocial Channel17842
24%
forbestravelguide.comEditorial15572
46%
facebook.comSocial Channel14355
38%
us.trip.comOTA & Aggregator13911
8%
BRANDS

Top hotel parent groups by Google AI Mode mentions

Each Google AI Mode mention matched against Google Places, then rolled up to parent group (Marriott = Ritz-Carlton + Westin + Sheraton + EDITION + …, etc.). WoW delta vs last week. Detection via 175+ brand-domain rules.

Gainers
biggest WoW jumps
1Barceló613+117%
2Hilton7196+35%
Losers
biggest WoW drops
1Rocco Forte114-64%
2citizenM104-60%
3Peninsula2615-42%
4Shangri-La3823-39%
5Rosewood2616-38%
#BrandMentionsHotelsW/W
1Marriott223134 18.0%
2Accor10568 29.1%
3Hilton9660 35.2%
4Hyatt8846 20.0%
5Four Seasons8232 29.9%
6IHG6647 9.6%
7Mandarin Oriental3314 31.3%
8Minor2716 3.8%
9Radisson2619 10.3%
10Langham249 33.3%
11Shangri-La2310 39.5%
12Taj229 4.8%
13Kempinski197 29.6%
14Rosewood168 38.5%
15Peninsula158 42.3%
16Capella136 35.0%
17Barceló137 116.7%
18Belmond123· 0%
19Oberoi103 37.5%
20Wyndham98· 0%
Chain vs Independent

Of the hotels named this week: how many resolved to a chain (Marriott / Accor / …), an independent property, a vacation rental, or stayed unmatched.

Chain41.3% 19.8%
Independent57.1% 14.6%
Vacation rental0.0%
Unresolved1.5% 65.2%
DEFINITIONS

What every metric means

Plain-English definitions for each number on this page. For deeper visuals + examples, see the annual landscape report linked at the bottom.

Captures
Number of AI responses we collected this week. Target = 616 per platform (one per prompt). Less when there are upstream errors.
Web search
Did the response trigger a live web fetch? Detected from the underlying response stream’s search-result events, not the unreliable top-level flag. We do NOT force web search — this is organic model behavior.
Map widget
Did the response render a hotel-card map (the Google-Maps-style widget ChatGPT shows for travel queries)? Each card is a "map entity" with its own provider.
Sponsored placements
Paid sponsor placements. Detected from real single-advertiser ad units in the response stream. Excludes ChatGPT’s organic shopping cards (which are unpaid product carousels). US/AU/NZ/CA only as of May 2026.
Sources / response
Distinct URLs the model consulted while answering — the URLs that show up in its retrieval log, regardless of whether it cited them inline. Computed only over web-search responses (otherwise the answer is from training data, no sources to count).
Citations / response
Subset of sources that the model rendered as inline footnote pills in the answer. A source becomes a citation when the model explicitly references it.
Fanouts / response
Number of sub-queries the model spun up internally to answer the prompt (e.g. "best hotels Paris" might fan out to "hotels Paris Marais", "luxury hotels Paris", "rooftop hotels Paris", …).
Map entities / response
Hotel cards inside the map widget. Each carries a provider (Google Places, TripAdvisor, Yelp, Foursquare, SERP) and a place ID where applicable.
OTA
Online travel agency (Booking, Expedia, Hotels.com, Agoda, Trip.com, Priceline, etc.) — commission-based booking sites.
Direct
A hotel’s own website. Computed at request time by matching the cited domain against Google Places.
Chain
A hotel chain’s brand website (hilton.com, marriott.com, ihg.com, …). 175+ chain-domain rules.
Editorial
Travel media (Condé Nast Traveler, Time Out, Lonely Planet, Forbes Travel Guide, NYT, etc.) and city-specific travel blogs (santorinidave.com, theurbanlist.com, etc.).
Directory
Multi-property hotel consortia / brand collectives (Small Luxury Hotels of the World, Design Hotels, Preferred Hotels, Virtuoso, …). Aggregate hotels under one umbrella but aren’t a single OTA.
Review
TripAdvisor, Oyster, Yelp, Trustpilot, Holidaycheck — review-first platforms.
Want a deeper read? See the in-depth annual report