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Weekly until 19 Oct 2026, monthly from November 2026Week of 2026-10-05
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.
The Langham, New York, Fifth Avenue
How 6 AI assistants recommend this property. Week of October 5, 2026. Tracked for 17 weeks.
Latest edition
3
mentions across 6 AIs
Peak
11
best week
Mentioning AIs
1/6
latest edition
Total links
109
all time
Location
400 5th Ave, New York, NY 10018
PROMPTS
Where this hotel showed up
Each prompt below resolved to The Langham, New York, Fifth Avenue at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“best hotels in New York”New York, US6 of 6 AIs22 weeks48 quotes
“best hotels in New York”
New York, US6 of 6 AIs22 weeks48 quotes
Gemini · 10-19
“Offers world-class luxury and refined 5-star accommodations directly on prestigious Fifth Avenue.”
ChatGPT · 10-19
“Offers spacious rooms, elegant bathrooms, excellent service, and a central Fifth Avenue location, making it a top overall luxury pick.”
Copilot · 10-05
“Stylish hotel with spacious rooms, fine dining, and a central location near Midtown attractions.”
Copilot · 09-21
“Stylish hotel with spacious rooms, fine dining, and a central Midtown location.”
Copilot · 09-07
“Stylish Midtown hotel with spacious suites and fine dining.”
Copilot · 08-24
“Stylish hotel with spacious rooms, fine dining, and a central Manhattan location.”
“best hotels in New York for business travelers”New York, US6 of 6 AIs24 weeks54 quotes
“best hotels in New York for business travelers”
New York, US6 of 6 AIs24 weeks54 quotes
Google AI Mode · 10-12
“Located centrally in Midtown Manhattan with luxurious executive amenities and spacious work-friendly rooms.”
Google AI Mode · 10-05
“Provides luxury corporate refinement with upscale meeting spaces and a prime Midtown location near major corporate headquarters.”
Google AI Mode · 09-28
“Offers spacious, quiet rooms and premier Midtown access close to major corporate offices and transit hubs.”
Google AI Mode · 09-21
“An elegant luxury hotel featuring sophisticated amenities, fine dining, and a prime location convenient for Midtown business meetings.”
ChatGPT · 09-21
“A polished Midtown luxury hotel with spacious rooms, a club lounge, and convenient access to major business districts and transit.”
ChatGPT · 09-14
“A luxury option with spacious rooms, a quiet environment, and a central location that supports executives working between meetings.”
“best hotels in Manhattan, New York”New York, US6 of 6 AIs16 weeks25 quotes
“best hotels in Manhattan, New York”
New York, US6 of 6 AIs16 weeks25 quotes
ChatGPT · 09-21
“A polished Fifth Avenue luxury hotel offering comparatively large rooms, refined service, and convenient access to Midtown attractions.”
ChatGPT · 08-31
“The Langham stands out for its spacious rooms, polished luxury, and convenient Fifth Avenue location.”
ChatGPT · 08-31
“The Langham stands out for its spacious rooms, polished luxury, and convenient Fifth Avenue location.”
Google AI Mode · 08-24
“It matches the request by offering remarkably spacious luxury accommodations and refined serenity right in Midtown.”
ChatGPT · 08-10
“The Langham provides spacious, understated luxury in a highly central Fifth Avenue location, making it a strong all-around choice.”
Gemini · 08-10
“Consistently top-ranked for exceptional luxury, spacious rooms, and an ideal Midtown Manhattan location on Fifth Avenue.”
“luxury hotels in New York”New York, US5 of 6 AIs17 weeks23 quotes
“luxury hotels in New York”
New York, US5 of 6 AIs17 weeks23 quotes
Copilot · 10-05
“Modern elegance with spacious rooms, fine dining, and a central Fifth Avenue location.”
Copilot · 08-24
“Stylish hotel with understated decor, fine dining, and a serene spa experience.”
Google AI Mode · 08-24
“It offers exceptional residential elegance and some of the largest entry-level guest rooms in the heart of Midtown Manhattan.”
Copilot · 08-17
“Sophisticated Fifth Avenue property with spacious rooms and Michelin-starred dining.”
ChatGPT · 08-03
“Delivers large rooms, outstanding service, and an excellent central Manhattan location.”
Copilot · 07-27
“Spacious suites and refined service in a prime Midtown location.”
“best hotels in New York for couples”New York, US4 of 6 AIs15 weeks18 quotes
“best hotels in New York for couples”
New York, US4 of 6 AIs15 weeks18 quotes
Copilot · 10-05
“Elegant rooms, fine dining, and a luxury spa make it perfect for couples seeking sophistication.”
Copilot · 09-28
“Elegant rooms, fine dining, and a spa make it perfect for a romantic escape.”
Copilot · 09-14
“Elegant rooms and a world-class spa make it perfect for couples seeking luxury.”
Copilot · 08-31
“Elegant rooms, fine dining, and a luxurious spa make it ideal for couples.”
Copilot · 08-31
“Elegant rooms, fine dining, and a luxurious spa make it ideal for couples.”
Copilot · 08-24
“Elegant luxury hotel with spa and fine dining, perfect for couples seeking indulgence.”
“family friendly hotels in New York”New York, US4 of 6 AIs12 weeks14 quotes
“family friendly hotels in New York”
New York, US4 of 6 AIs12 weeks14 quotes
ChatGPT · 08-24
“Its upscale Fifth Avenue location and spacious accommodations make it a comfortable luxury option for families.”
Google AI Mode · 07-27
“Offers spacious family suites and is located near family-friendly attractions like the Empire State Building.”
ChatGPT · 07-20
“Luxury hotel known for large rooms, family amenities, and exceptional service.”
Copilot · 07-13
“Spacious family rooms and a prime Midtown location make it ideal for families.”
Copilot · 07-06
“Offers oversized rooms and suites perfect for families, plus a calm Midtown location.”
Copilot · 06-29
“Spacious rooms and family‑friendly suites make it ideal for parents traveling with kids.”
“boutique hotels in Manhattan, New York”New York, US1 of 6 AIs1 week1 quote
“boutique hotels in Manhattan, New York”
New York, US1 of 6 AIs1 week1 quote
Google AI Mode · 07-06
“Offers luxurious, modern boutique accommodations right on Fifth Avenue near top attractions.”
PER-AI MENTIONS
Mentions per AI assistant, by edition
One line per AI. Each point is the number of times the assistant named this property across the 11 prompt templates for its city, that week.
ChatGPTGeminiPerplexityGrokCopilotGoogle AI Mode
Weekly until 19 Oct 2026, monthly from November 2026
| Week | ChatGPT | Gemini | Perplexity | Grok | Copilot | Google AI Mode | Total |
|---|---|---|---|---|---|---|---|
| October 5, 2026 | — | — | — | — | 3 | — | 3 |
| September 7, 2026 | — | — | — | — | 2 | — | 2 |
| August 24, 2026 | — | — | — | — | 3 | 4 | 7 |
| August 3, 2026 | 5 | — | — | — | — | 2 | 7 |
| July 27, 2026 | 4 | — | — | — | 3 | 4 | 11 |
| July 20, 2026 | 4 | — | — | — | 2 | 4 | 10 |
| July 13, 2026 | 4 | — | — | — | 2 | 2 | 8 |
| July 6, 2026 | — | — | — | — | 4 | 2 | 6 |
| June 29, 2026 | — | — | 2 | — | 4 | — | 6 |
| June 22, 2026 | — | — | — | — | 2 | 3 | 5 |
| June 15, 2026 | — | — | — | — | 3 | 3 | 6 |
| June 8, 2026 | 3 | — | — | — | 2 | 4 | 9 |
| June 1, 2026 | — | — | 2 | — | — | — | 2 |
| May 25, 2026 | — | — | — | — | 3 | 3 | 6 |
| May 11, 2026 | — | — | 2 | 3 | 2 | — | 7 |
| May 4, 2026 | — | 4 | — | 7 | — | — | 11 |
| April 27, 2026 | 3 | — | — | — | — | — | 3 |
LINK MIX
Where AIs send users for this hotel
When the AI links the hotel, where does it point — the hotel's own site (direct), an OTA like Booking.com, a chain page like Marriott.com, or something else?
All time (109 links)
Direct 97%OTA 2%Other 1%
Week-by-week
October 5, 20263 links / 3 mentions
September 7, 20262 links / 2 mentions
August 24, 20267 links / 7 mentions
August 3, 20267 links / 7 mentions
July 27, 202611 links / 11 mentions
July 20, 202610 links / 10 mentions
July 13, 20268 links / 8 mentions
July 6, 20266 links / 6 mentions
June 29, 20266 links / 6 mentions
June 22, 20265 links / 5 mentions
June 15, 20266 links / 6 mentions
June 8, 20269 links / 9 mentions
June 1, 20262 links / 2 mentions
May 25, 20266 links / 6 mentions
May 11, 20267 links / 7 mentions
May 4, 202611 links / 11 mentions
April 27, 20263 links / 3 mentions
Direct (own site + chain page) OTA Other