Nicolas Sitter
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Live · refreshed weeklyUpdated September 28, 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.
DESTINATION

Hotels in Zermatt

What 6 AI assistants say when asked about hotels in Zermatt, CH. 11 prompts asked, week of September 28, 2026.

32
Distinct hotels
92
n = mentions this week
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.
Where AIs send users for Zermatt
92 hotel links across 32 properties, all 6 AI assistants combined
Direct 43%OTA 11%Other 46%
Has that changed over time?
22 weeks · 2026-05-04 → 2026-09-28

Week by week. Google is split out of what used to be counted as “other”: a link to google.com from an AI assistant is the assistant keeping the click, which 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)OTAOther
0%25%50%75%100%05-0405-2506-1507-0607-2708-1709-0709-28

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: 05-04 432 · 05-11 320 · 05-18 324 · 05-25 270 · 06-01 231 · 06-08 230 · 06-15 226 · 06-22 224 · 06-29 233 · 07-06 242 · 07-13 250 · 07-20 226 · 07-27 247 · 08-03 253 · 08-10 220 · 08-17 238 · 08-24 222 · 08-31 336 · 09-07 173 · 09-14 168 · 09-21 174 · 09-28 92.

Has that changed over time?
23 weeks · 2026-04-27 → 2026-09-28

Share of citations by source type, week by week, in Zermatt, 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 engineIndependent hotelOTAOtherEditorialReview siteDMO / governmentSmaller categories
0%25%50%75%searchviewer04-2705-1806-0806-2907-2008-1008-3109-2109-28

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: 04-27 680 · 05-04 1,981 · 05-11 1,364 · 05-18 1,363 · 05-25 766 · 06-01 905 · 06-08 986 · 06-15 648 · 06-22 677 · 06-29 854 · 07-06 737 · 07-13 1,010 · 07-20 899 · 07-27 922 · 08-03 1,021 · 08-10 866 · 08-17 810 · 08-24 669 · 08-31 956 · 09-07 258 · 09-14 429 · 09-21 390 · 09-28 148.

1 destinations across 1 countrieseuropeamericasasiaafricaoceania
COMPARE MODELS

Which hotels does each AI recommend in Zermatt?

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

Top hotel per AI assistant — Zermatt
Assistant#1 hotelChainMentions
ChatGPTRiffelalp Resort 2222 m—3CH deep dive →
GeminiTHE OMNIA—6CH deep dive →
Perplexity(paused)no data—0CH deep dive →
Grok(discontinued)no data—0CH deep dive →
CopilotCERVO Mountain Resort—5CH deep dive →
Google AI Modeno data—0CH deep dive →
Hotel × AI matrix — top 15 hotels mentioned for Zermatt
HotelChainChatGPTGeminiPerplexity(paused)Grok(discontinued)CopilotGoogle AI ModeThis week3-wk avg
THE OMNIA—26——3—1114.3(3w)
CERVO Mountain Resort—15——5—1113.0(3w)
Grand Hotel Zermatterhof—23——2—79.7(3w)
Hotel Walliserhof Zermatt——4——1—53.0(3w)
SCHLOSS Hotel Zermatt nähe Bahnhof mit Spa & Yoga——4——1—56.7(3w)
the rex, Zermatt——4————44.0(1w)
Monte Rosa Hotel——3——1—44.0(3w)
Riffelalp Resort 2222 m—31————43.7(3w)
Matterhorn FOCUS Design HotelDesign Hotels21——1—47.3(3w)
Hotel Daniela by The Sisters Zermatt——3————34.0(2w)
Schweizerhof Zermatt—————3—35.0(3w)
Hotel Bahnhof Zermatt——2————23.3(3w)
Europe Hotel & Spa Zermatt—————2—22.7(3w)
BEAUSiTE Zermatt—2—————23.3(3w)
Christiania Mountain & Spa—————2—21.5(2w)
PROMPTS

The 11 prompts we asked about Zermatt

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

hotels near Matterhorn, Zermatt
zoom: near
best hotels in Zermatt for solo travelers
persona: solo_leisurezoom: wide
best hotels in Zermatt for couples
persona: coupleszoom: wide
affordable hotels in Zermatt under $200
budget: budgetzoom: wide
best hotels in Zermatt for business travelers
persona: solo_businesszoom: wide
best hotels in Zermatt
zoom: widecontrol
hotels in Zermatt with ski-in ski-out access
zoom: wide
family friendly hotels in Zermatt
persona: familieszoom: wide
boutique hotels in Bahnhofstrasse, Zermatt
zoom: near
best hotels in Bahnhofstrasse, Zermatt
zoom: near
luxury hotels in Zermatt
budget: luxuryzoom: wide

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