Still in beta. Spot something off or have ideas? Send me your feedback — DM on LinkedIn or email. Bugs forward 🙏
Live · refreshed weeklyUpdated June 8, 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.
The Langham, New York, Fifth Avenue
How 6 AI assistants recommend this property. Week of June 8, 2026. Tracked for 4 weeks.
This week
9
mentions across 6 AIs
Peak
9
best week
Mentioning AIs
3/6
this week
Total links
24
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 for business travelers”New York, US6 of 6 AIs7 weeks26 quotes
“best hotels in New York for business travelers”
New York, US6 of 6 AIs7 weeks26 quotes
Copilot · 06-08
“Spacious rooms, excellent service, and a prime Midtown location ideal for business meetings.”
Google AI Mode · 06-08
“Offers large rooms, a prime Midtown location, and sophisticated meeting spaces ideal for corporate travelers.”
ChatGPT · 06-08
“Luxury business hotel with spacious rooms, executive-level service, and a prime Fifth Avenue location.”
Perplexity · 06-08
“Thoughtful workspace design, reliable Wi‑Fi, and upscale meeting spaces in a prime Fifth Avenue setting.”
Gemini · 06-01
“Provides central Midtown access, exceptionally spacious rooms with large desks, and top-tier administrative support services for business travelers.”
Google AI Mode · 06-01
“It combines luxury and corporate function with unusually large Manhattan guest rooms, in-room work desks, and an expert concierge staff.”
“best hotels in New York”New York, US5 of 6 AIs7 weeks16 quotes
“best hotels in New York”
New York, US5 of 6 AIs7 weeks16 quotes
Google AI Mode · 06-08
“Features elegant, spacious rooms and a central location for exploring top Manhattan attractions.”
Perplexity · 06-01
“Elegant, comfortable rooms with standout dining options and easy access to 5th Ave sights.”
Google AI Mode · 05-25
“This elegant Midtown hotel stands out for its exceptionally spacious guest rooms, personalized service, and prime location close to the Empire State Building.”
Google AI Mode · 05-18
“Located in a highly convenient Midtown neighborhood, this hotel offers some of the most spacious accommodations in the city complete with a fine dining restaurant.”
Grok · 05-11
“Sophisticated Art Deco-inspired hotel near Bryant Park and Empire State Building, offering spacious rooms and outstanding luxury service.”
Perplexity · 05-11
“A strong upscale Midtown choice for visitors who want spacious rooms and easy access to major attractions.”
“best hotels in Manhattan, New York”New York, US4 of 6 AIs5 weeks8 quotes
“best hotels in Manhattan, New York”
New York, US4 of 6 AIs5 weeks8 quotes
ChatGPT · 06-08
“Offers some of Manhattan's most spacious luxury rooms in a central Midtown location.”
Copilot · 06-01
“Large rooms, exceptional service, and a prime Fifth Avenue location make it a standout choice.”
Perplexity · 06-01
“Elegant, modern luxury with a strong focus on guest comfort and a prime Fifth Avenue address”
Copilot · 05-25
“Spacious modern rooms and outstanding service make it ideal for both business and leisure stays.”
ChatGPT · 05-25
“Offers upscale comfort and an excellent location for sightseeing around Midtown Manhattan.”
Grok · 05-11
“Sophisticated Art Deco-inspired hotel in prime Midtown with excellent service, spacious rooms, and convenient access to Bryant Park and Empire State Building.”
“family friendly hotels in New York”New York, US3 of 6 AIs4 weeks6 quotes
“family friendly hotels in New York”
New York, US3 of 6 AIs4 weeks6 quotes
Google AI Mode · 06-08
“Offers large rooms, suite options with kitchenettes, and a prime location near Bryant Park for families”
Copilot · 06-08
“Large rooms and suites with kitchenettes make it especially convenient for families.”
Copilot · 05-25
“Large family suites and kid‑friendly amenities near major Midtown attractions.”
Gemini · 05-11
“Known for having some of the largest standard guest rooms in the city, many of which include full kitchens and multiple bedrooms to comfortably house larger family groups.”
Gemini · 05-04
“This luxury choice features large family suites with full kitchens and provides 'Langham Kids' amenities like teddy bears and specialized children's menus.”
Gemini · 05-04
“Features some of the largest standard guest rooms in the city and family-focused amenities like cookies and milk at turndown.”
“luxury hotels in New York”New York, US3 of 6 AIs7 weeks8 quotes
“luxury hotels in New York”
New York, US3 of 6 AIs7 weeks8 quotes
ChatGPT · 06-08
“Offers some of Manhattan's largest guest rooms and suites in a prime Midtown location.”
ChatGPT · 06-01
“Features large contemporary rooms and a convenient location close to major Manhattan attractions.”
Google AI Mode · 05-25
“Delivers sophisticated, spacious rooms in a central Midtown location near major attractions.”
ChatGPT · 05-25
“Features unusually large suites for NYC and a quieter luxury atmosphere near Bryant Park.”
ChatGPT · 05-18
“This sophisticated Fifth Avenue hotel is known for oversized rooms, polished service, and stylish contemporary interiors.”
ChatGPT · 05-11
“A contemporary luxury hotel offering large suites and an excellent Midtown Manhattan location.”
“best hotels in New York for couples”New York, US1 of 6 AIs1 week1 quote
“best hotels in New York for couples”
New York, US1 of 6 AIs1 week1 quote
Google AI Mode · 06-08
“Offers sophisticated, spacious rooms with stunning city views, ideal for a couple's urban escape.”
PER-AI MENTIONS
Weekly mentions per AI assistant
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
| Week | ChatGPT | Gemini | Perplexity | Grok | Copilot | Google AI Mode | Total |
|---|---|---|---|---|---|---|---|
| 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 |
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 (24 links)
Direct 83%Other 17%
Week-by-week
June 8, 20269 links / 9 mentions
June 1, 20262 links / 2 mentions
May 25, 20266 links / 6 mentions
May 11, 20267 links / 7 mentions
Direct (own site + chain page) OTA Other