Nicolas Sitter
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Weekly until 19 Oct 2026, monthly from November 2026November 2026 edition

AI Hotel Landscape

How leading AI assistants recommend hotels: 616 prompts across 56 destinations, a monthly edition checked before it is published.

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

Hotels in Vienna

What 6 AI assistants say when asked about hotels in Vienna, AT. 11 prompts asked, November 2026 edition.

60
Distinct hotels
152
n = mentions this edition
3/6
AIs with data
Single-city numbers are directional. With ~11 prompts × 6 AIs (≤66 captures max), city-level mention counts can shift ±15–25% week-to-week from upstream variance alone. The 3-wk avg column in the matrix below is more reliable than any single-week read. Only 2 weeks of history available so far — the average will stabilize once 3 weeks are accumulated.
Where AIs send users for Vienna
105 hotel links across 60 properties, all 6 AI assistants combined
Direct 99%Other 1%
Has that changed over time?
26 weeks · 2026-05-04 → 2026-11-02

Week by week. Google Travel is a link to the hotel’s page on Google’s own hotel search (google.com/travel): Google keeping the booking click rather than sending it to the hotel. It is its own line, not folded into direct. From 7 September 2026 Gemini links nearly every hotel this way. Other Google is the rest of google.com (search results, maps), split out of what used to be counted as “other” for the same reason: the assistant keeping the click is worth seeing on its own rather than filed under the vaguest available label. Metasearch (trivago, kayak) stays in other — those are third-party marketplaces, not the engine linking to itself.

One note on the other line, because it used to be the least trustworthy series here. “Other” is every link we cannot place as the hotel’s own site, an OTA, a chain page or Google — so it is partly a measure of our own coverage, not only of engine behaviour. It previously showed a band of 45–65% between 08 June and 27 July that we could not explain. That band was a bug on our side, and it is now fixed. Google AI Mode returns hotel websites as bare domains (ritzcarlton.com) rather than full URLs, and the query that derives the domain for classification expects a scheme — so 16,194 perfectly classifiable links, every one of them AI Mode, were counted as “other” purely for lacking an https://. Those URLs have been normalised, the ingest no longer stores them scheme-less, and every week has been rebuilt: other is now 3.5% across all engines and weeks, and the band is gone. Read direct and OTA as behavioural; still read a move in other as measurement first.

Direct (incl. chain)OTAGoogle TravelOther
0%25%50%75%100%monthly from here05-0405-2506-1507-0607-2708-1709-0709-2810-19Nov 2026

Weekly until 19 Oct 2026, monthly from November 2026

Weeks with no classified links are omitted rather than drawn as zero — a missing run and a genuinely zero week look identical on a chart, and only one of them is a finding. Link volume per week: 05-04 441 · 05-11 316 · 05-18 310 · 05-25 250 · 06-01 216 · 06-08 230 · 06-15 242 · 06-22 229 · 06-29 225 · 07-06 260 · 07-13 254 · 07-20 260 · 07-27 251 · 08-03 245 · 08-10 213 · 08-17 229 · 08-24 203 · 08-31 327 · 09-07 180 · 09-14 159 · 09-21 151 · 09-28 154 · 10-05 122 · 10-12 134 · 10-19 84 · 11-02 105.

Has that changed over time?
27 weeks · 2026-04-27 → 2026-11-02

Share of citations by source type, week by week, in Vienna, across all 6 assistants. Search engine is its own bucket rather than part of metasearch, and covers Google (every regional domain), Bing and the rest. Google AI Mode routes its cited sources through google.com/searchviewer instead of linking the publisher, and those citations were landing under “meta-search” alongside trivago and kayak — which made the mix read as competitive pressure from metasearch when actual metasearch is under 1%. The dashed rule marks the week that started.

Search engineOTAIndependent hotelOtherChainEditorialReview siteSmaller categories
0%25%50%75%searchviewermonthly from here04-2705-1806-0806-2907-2008-1008-3109-2110-12Nov 2026

Weekly until 19 Oct 2026, monthly from November 2026

Which categories get a line is decided once over the whole window by total citations, not week by week — otherwise a category dropping out of the top N would look like it collapsed to zero. Everything below the cut is summed into “smaller categories” rather than dropped, so the lines always account for the full week. Citations per week: 04-27 468 · 05-04 1,910 · 05-11 1,339 · 05-18 1,350 · 05-25 809 · 06-01 1,067 · 06-08 911 · 06-15 749 · 06-22 670 · 06-29 746 · 07-06 831 · 07-13 968 · 07-20 827 · 07-27 888 · 08-03 876 · 08-10 742 · 08-17 745 · 08-24 876 · 08-31 659 · 09-07 434 · 09-14 385 · 09-21 443 · 09-28 399 · 10-05 303 · 10-12 322 · 10-19 357 · 11-02 339.

1 destinations across 1 countrieseuropeamericasasiaafricaoceania
COMPARE MODELS

Which hotels does each AI recommend in Vienna?

Top hotels mentioned across the 11 prompts for Vienna. Each column shows how often that AI named the hotel. Bold + purple = that AI's top pick.

Top hotel per AI assistant — Vienna
Assistant#1 hotelChainMentions
ChatGPTHotel Sans Souci Wien—5Vienna deep dive →
GeminiHotel Schani—5Vienna deep dive →
Perplexity(paused)no data—0Vienna deep dive →
Grok(discontinued)no data—0Vienna deep dive →
Copilot(paused)no data—0Vienna deep dive →
Google AI ModeHotel Vienna—4Vienna deep dive →
Hotel × AI matrix — top 15 hotels mentioned for Vienna
HotelChainChatGPTGeminiPerplexity(paused)Grok(discontinued)Copilot(paused)Google AI ModeThis edition3-wk avg
Hotel Schani—45———1107.5(2w)
Hotel Vienna—24———41011.5(2w)
Rosewood ViennaRosewood51————67.0(2w)
Park Hyatt ViennaHyatt42————67.0(2w)
The Ritz-Carlton, ViennaMarriott41———164.0(2w)
The Guesthouse Vienna—42————66.5(2w)
Hotel Imperial, a Luxury Collection Hotel, ViennaMarriott32———166.5(2w)
Hotel Sans Souci Wien—5—————54.0(2w)
Hollmann Beletage Design & Boutique Hotel—3————253.5(2w)
Hotel Grand Ferdinand Wien—13———155.5(2w)
Boutique Hotel am Stephansplatz—31———155.0(2w)
The Amauris Vienna - Relais & Châteaux—4—————43.5(2w)
Palais Coburg—2————242.5(2w)
Austria Trend Parkhotel Schönbrunn—12———144.0(2w)
Altstadt Vienna, an SLH Hotel—21———143.5(2w)
PROMPTS

The 11 prompts we asked about Vienna

Same 11 question patterns ask about every destination — persona (couples, families, solo, business), budget (luxury, mid, budget), and zoom (city-wide, neighborhood, landmark).

best hotels in Vienna for couples
persona: coupleszoom: wide
boutique hotels in Innere Stadt, Vienna
zoom: near
best hotels in Vienna for business travelers
persona: solo_businesszoom: wide
affordable hotels in Vienna under $200
budget: budgetzoom: wide
best hotels in Vienna for solo travelers
persona: solo_leisurezoom: wide
luxury hotels in Vienna
budget: luxuryzoom: wide
family friendly hotels in Vienna
persona: familieszoom: wide
hotels near Schönbrunn Palace, Vienna
zoom: near
hotels in Vienna with rooftop pool
zoom: wide
best hotels in Innere Stadt, Vienna
zoom: near
best hotels in Vienna
zoom: widecontrol

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