Nicolas Sitter
Still in beta. Spot something off or have ideas? Send me your feedback — DM on LinkedIn or email. Bugs forward 🙏
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 London

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

43
Distinct hotels
67
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 London
67 hotel links across 43 properties, all 6 AI assistants combined
Direct 40%OTA 10%Other 49%
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: 05-04 458 · 05-11 324 · 05-18 312 · 05-25 259 · 06-01 224 · 06-08 242 · 06-15 256 · 06-22 223 · 06-29 247 · 07-06 263 · 07-13 249 · 07-20 210 · 07-27 260 · 08-03 258 · 08-10 209 · 08-17 236 · 08-24 220 · 08-31 322 · 09-07 162 · 09-14 169 · 09-21 172 · 09-28 67.

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

Share of citations by source type, week by week, in London, 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 engineEditorialOtherIndependent hotelOTAChainReview siteSmaller categories
0%20%40%60%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: 04-27 541 · 05-04 1,983 · 05-11 1,322 · 05-18 1,443 · 05-25 833 · 06-01 930 · 06-08 950 · 06-15 692 · 06-22 664 · 06-29 817 · 07-06 893 · 07-13 969 · 07-20 921 · 07-27 940 · 08-03 946 · 08-10 869 · 08-17 856 · 08-24 647 · 08-31 843 · 09-07 342 · 09-14 350 · 09-21 310 · 09-28 132.

1 destinations across 1 countrieseuropeamericasasiaafricaoceania
COMPARE MODELS

Which hotels does each AI recommend in London?

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

Top hotel per AI assistant — London
Assistant#1 hotelChainMentions
ChatGPTThe Z Hotel Soho—1GB deep dive →
GeminiThe Resident Soho—2GB deep dive →
Perplexity(paused)no data—0GB deep dive →
Grok(discontinued)no data—0GB deep dive →
CopilotThe Soho HotelFirmdale2GB deep dive →
Google AI Modeno data—0GB deep dive →
Hotel × AI matrix — top 15 hotels mentioned for London
HotelChainChatGPTGeminiPerplexity(paused)Grok(discontinued)CopilotGoogle AI ModeThis week3-wk avg
The Resident Soho—12——2—54.3(3w)
Hazlitt's—12——2—54.0(3w)
The Soho HotelFirmdale11——2—45.3(3w)
Mimi's Hotel Soho—11——2—44.3(3w)
The Langham, LondonLangham—2——1—33.0(3w)
Corinthia London——1——2—33.0(1w)
The Savoy—————2—25.3(3w)
The Royal Horseguards Hotel & One Whitehall Place, London——2————24.7(3w)
Rosewood LondonRosewood—1——1—25.0(3w)
Park Plaza London Westminster BridgeRadisson—1——1—25.3(3w)
The Ritz London——1——1—25.7(3w)
Karma Sanctum Soho London—1———1—23.3(3w)
The Bailey’s Hotel LondonMillennium—1————11.3(3w)
St. Athans Hotel——1————11.0(1w)
Sofitel London St JamesAccor—1————11.0(2w)
PROMPTS

The 11 prompts we asked about London

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

hotels in London with rooftop pool
zoom: wide
family friendly hotels in London
persona: familieszoom: wide
hotels near Big Ben, London
zoom: near
best hotels in London for business travelers
persona: solo_businesszoom: wide
best hotels in London for couples
persona: coupleszoom: wide
boutique hotels in Soho, London
zoom: near
best hotels in London for solo travelers
persona: solo_leisurezoom: wide
luxury hotels in London
budget: luxuryzoom: wide
affordable hotels in London under $200
budget: budgetzoom: wide
best hotels in Soho, London
zoom: near
best hotels in London
zoom: widecontrol

More destinations in europe