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Live · refreshed weeklyUpdated September 7, 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.
Umbral, Curio Collection by Hilton
How 6 AI assistants recommend this property. Week of September 7, 2026. Tracked for 7 weeks.
This week
3
mentions across 6 AIs
Peak
6
best week
Mentioning AIs
2/6
this week
Total links
22
all time
Location
C. de Venustiano Carranza 69, Centro Histórico de la Cdad. de México, Centro, Cuauhtémoc, 06000 Ciudad de México, CDMX, Mexico
PROMPTS
Where this hotel showed up
Each prompt below resolved to Umbral, Curio Collection by Hilton at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“hotels in Mexico City with rooftop pool”Mexico City, US4 of 6 AIs14 weeks27 quotes
“hotels in Mexico City with rooftop pool”
Mexico City, US4 of 6 AIs14 weeks27 quotes
ChatGPT · 09-21
“A boutique historic-center hotel with a rooftop pool and terrace near the Zócalo.”
Gemini · 09-21
“Located in historic downtown, this upscale hotel boasts a scenic rooftop terrace complete with a pool, restaurant, and bar.”
ChatGPT · 09-14
“A boutique hotel in Centro Histórico featuring a rooftop pool and terrace with views over the historic center.”
Gemini · 09-07
“An upscale property offering a wonderful rooftop terrace complete with a pool and restaurant/bar.”
Copilot · 09-07
“Upscale boutique hotel with a stylish rooftop pool and dining overlooking the historic center.”
Copilot · 08-31
“Boutique Hilton hotel featuring a rooftop terrace with pool, restaurant, and bar in the historic center.”
“hotels near Zócalo, Mexico City”Mexico City, US4 of 6 AIs9 weeks10 quotes
“hotels near Zócalo, Mexico City”
Mexico City, US4 of 6 AIs9 weeks10 quotes
Google AI Mode · 08-31
“This boutique lifestyle property offers sophisticated art-focused accommodations just blocks away from the downtown square.”
Google AI Mode · 08-24
“A sophisticated arts-focused boutique hotel housed in a 1924 heritage building complete with a rooftop pool and gallery space.”
Gemini · 08-24
“A boutique historical hotel blending creative design with a central location just steps away from the heart of the city.”
Gemini · 08-17
“A boutique art-centric historical hotel offering a peaceful retreat steps away from the bustling Zócalo.”
Google AI Mode · 08-03
“This upscale boutique hotel is a brief walk from the Zócalo and features an art-forward atmosphere with a rooftop pool and terrace restaurant.”
Gemini · 07-27
“A chic design-forward boutique hotel offering an artistic atmosphere and a rooftop pool near the Zócalo.”
“affordable hotels in Mexico City under $200”Mexico City, US3 of 6 AIs6 weeks6 quotes
“affordable hotels in Mexico City under $200”
Mexico City, US3 of 6 AIs6 weeks6 quotes
Gemini · 08-31
“Blending global upscale amenities like a rooftop pool with a central location, this design-forward hotel frequently offers rooms starting around $130 per night.”
Google AI Mode · 08-10
“This upscale boutique hotel in the historic center offers a rooftop terrace and art gallery experiences well under $200 a night.”
Google AI Mode · 08-03
“This upscale yet affordable boutique property in the historic center offers a rooftop terrace, pool, and cultural hub access well under $200 per night.”
Gemini · 06-15
“Located steps from major historic sites, this upscale property offers a rooftop pool and global chain reliability for around $132 a night.”
ChatGPT · 05-04
“A stylish 4.5-star Hilton property in the historic center typically priced around $160 per night.”
ChatGPT · 04-27
“Stylish boutique hotel in the historic center with rooftop pool and rates starting around $132 per night.”
“best hotels in Mexico City”Mexico City, US1 of 6 AIs1 week1 quote
“best hotels in Mexico City”
Mexico City, US1 of 6 AIs1 week1 quote
Google AI Mode · 09-07
“Umbral provides a sophisticated artistic experience with stunning rooftop views right in the historic center of the city.”
“best hotels in Mexico City for business travelers”Mexico City, US1 of 6 AIs1 week1 quote
“best hotels in Mexico City for business travelers”
Mexico City, US1 of 6 AIs1 week1 quote
Gemini · 09-07
“Provides upscale modern amenities and workspace-friendly boutique accommodations in downtown.”
“best hotels in Mexico City for couples”Mexico City, US1 of 6 AIs1 week1 quote
“best hotels in Mexico City for couples”
Mexico City, US1 of 6 AIs1 week1 quote
ChatGPT · 05-11
“Its rooftop pool and stylish hidden terraces make it a fun and trendy pick for couples exploring downtown.”
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 |
|---|---|---|---|---|---|---|---|
| September 7, 2026 | — | 2 | — | — | — | 1 | 3 |
| August 31, 2026 | — | 1 | — | — | 2 | 3 | 6 |
| August 24, 2026 | — | 1 | — | — | 1 | 2 | 4 |
| August 10, 2026 | — | — | — | — | 1 | 2 | 3 |
| August 3, 2026 | — | — | — | — | 1 | 2 | 3 |
| July 27, 2026 | — | 1 | — | — | — | — | 1 |
| June 15, 2026 | — | 1 | — | — | 1 | — | 2 |
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 (22 links)
Direct 82%OTA 5%Other 14%
Week-by-week
September 7, 20263 links / 3 mentions
August 31, 20266 links / 6 mentions
August 24, 20264 links / 4 mentions
August 10, 20263 links / 3 mentions
August 3, 20263 links / 3 mentions
July 27, 20261 links / 1 mentions
June 15, 20262 links / 2 mentions
Direct (own site + chain page) OTA Other