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 Amsterdam

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

61
Distinct hotels
129
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 Amsterdam
90 hotel links across 61 properties, all 6 AI assistants combined
Direct 92%OTA 3%Other 4%
Has that changed over time?
27 weeks · 2026-04-27 → 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 here04-2705-1806-0806-2907-2008-1008-3109-2110-12Nov 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: 04-27 259 · 05-04 459 · 05-11 331 · 05-18 318 · 05-25 274 · 06-01 258 · 06-08 244 · 06-15 253 · 06-22 231 · 06-29 243 · 07-06 264 · 07-13 252 · 07-20 251 · 07-27 261 · 08-03 271 · 08-10 231 · 08-17 223 · 08-24 208 · 08-31 281 · 09-07 180 · 09-14 152 · 09-21 171 · 09-28 179 · 10-05 158 · 10-12 109 · 10-19 77 · 11-02 90.

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

Share of citations by source type, week by week, in Amsterdam, 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 hotelOTAOtherEditorialChainReview 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: 04-27 629 · 05-04 2,135 · 05-11 1,246 · 05-18 1,390 · 05-25 831 · 06-01 1,123 · 06-08 897 · 06-15 755 · 06-22 639 · 06-29 789 · 07-06 891 · 07-13 932 · 07-20 675 · 07-27 917 · 08-03 1,006 · 08-10 894 · 08-17 866 · 08-24 763 · 08-31 831 · 09-07 300 · 09-14 352 · 09-21 377 · 09-28 378 · 10-05 316 · 10-12 319 · 10-19 383 · 11-02 365.

1 destinations across 1 countrieseuropeamericasasiaafricaoceania
COMPARE MODELS

Which hotels does each AI recommend in Amsterdam?

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

Top hotel per AI assistant — Amsterdam
Assistant#1 hotelChainMentions
ChatGPTPulitzer Amsterdam—4Amsterdam deep dive →
GeminiPulitzer Amsterdam—3Amsterdam deep dive →
Perplexity(paused)no data—0Amsterdam deep dive →
Grok(discontinued)no data—0Amsterdam deep dive →
Copilot(paused)no data—0Amsterdam deep dive →
Google AI ModePulitzer Amsterdam—3Amsterdam deep dive →
Hotel × AI matrix — top 15 hotels mentioned for Amsterdam
HotelChainChatGPTGeminiPerplexity(paused)Grok(discontinued)Copilot(paused)Google AI ModeThis edition3-wk avg
Pulitzer Amsterdam—43———31013.0(2w)
Mr Jordaan Hotel—22———378.0(2w)
Sofitel Legend The Grand AmsterdamAccor42————65.0(2w)
Hotel Mercier—12———366.0(2w)
Hotel TwentySeven—31———264.0(2w)
Waldorf Astoria AmsterdamHilton41————55.0(2w)
The Dylan—41————55.0(2w)
Pillows Grand Boutique Hotel Maurits at the Park, an SLH Hotel—31————44.0(1w)
Canal House—22————44.0(2w)
The Toren Amsterdam—21———143.0(2w)
Linden Hotel—21———143.0(2w)
Conservatorium HotelMandarin Oriental22————44.0(2w)
De L'Europe—3—————32.5(2w)
Okura Hotel—2————133.0(1w)
Van der Valk Hotel Amsterdam - Amstel—11———133.0(2w)
PROMPTS

The 11 prompts we asked about Amsterdam

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 Amsterdam for business travelers
persona: solo_businesszoom: wide
boutique hotels in Jordaan, Amsterdam
zoom: near
best hotels in Amsterdam for solo travelers
persona: solo_leisurezoom: wide
best hotels in Amsterdam for couples
persona: coupleszoom: wide
luxury hotels in Amsterdam
budget: luxuryzoom: wide
family friendly hotels in Amsterdam
persona: familieszoom: wide
hotels near Anne Frank House, Amsterdam
zoom: near
hotels in Amsterdam with rooftop pool
zoom: wide
best hotels in Amsterdam
zoom: widecontrol
affordable hotels in Amsterdam under $200
budget: budgetzoom: wide
best hotels in Jordaan, Amsterdam
zoom: near

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