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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.
Aloft Cancun
How 6 AI assistants recommend this property. Week of November 2, 2026. Tracked for 27 weeks.
Latest edition
3
mentions across 6 AIs
Peak
8
best week
Mentioning AIs
1/6
latest edition
Total links
105
all time
Location
Blvd. Kukulcan KM 9-Mz 48 L-8-1, Punta Cancun, Zona Hotelera, 77500 Cancún, Q.R., Mexico
PROMPTS
Where this hotel showed up
Each prompt below resolved to Aloft Cancun at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“best hotels in Cancún for solo travelers”Cancún, US5 of 6 AIs13 weeks16 quotes
“best hotels in Cancún for solo travelers”
Cancún, US5 of 6 AIs13 weeks16 quotes
ChatGPT · 11-02
“Offers private hotel rooms with a rooftop pool and bar and walking distance to nightlife, balancing privacy and social opportunities.”
ChatGPT · 09-21
“A practical base for independent solo travelers who want easy access to restaurants, nightlife, and excursions without an all-inclusive setup.”
Gemini · 08-31
“Located right in the heart of the party zone, this modern and affordable hotel is ideal for solo travelers wanting walkable nightlife and a young crowd.”
Gemini · 07-20
“It offers modern private hotel rooms in a walkable, safe location near nightlife and beaches, making it ideal for solo travelers seeking comfort without paying luxury resort rates.”
Copilot · 07-13
“Modern, safe, and centrally located with great amenities for solo travelers who want convenience and comfort.”
ChatGPT · 07-06
“Modern mid-range hotel close to beaches and nightlife, offering flexibility and good value for independent travelers.”
“hotels in Cancún with rooftop pool”Cancún, US5 of 6 AIs27 weeks54 quotes
“hotels in Cancún with rooftop pool”
Cancún, US5 of 6 AIs27 weeks54 quotes
ChatGPT · 11-02
“Provides a rooftop swimming pool in a convenient Hotel Zone location at a more budget-friendly price.”
Google AI Mode · 10-19
“A vibrant modern hotel in the heart of the Hotel Zone offering a cool rooftop pool and lively lounge atmosphere.”
ChatGPT · 10-19
“A contemporary hotel with a rooftop pool and views, offering a flexible alternative to all-inclusive resorts.”
Google AI Mode · 10-12
“A sleek, modern option in the heart of the party district featuring a fantastic rooftop pool overlooking the Caribbean.”
ChatGPT · 10-12
“A casual, contemporary hotel with an outdoor rooftop pool near beach access and nightlife in Punta Cancún.”
Google AI Mode · 10-05
“A trendy hotel offering a vibrant rooftop splash pool and bar right in the heart of the energetic Punta Cancun district.”
“affordable hotels in Cancún under $200”Cancún, US4 of 6 AIs7 weeks11 quotes
“affordable hotels in Cancún under $200”
Cancún, US4 of 6 AIs7 weeks11 quotes
Google AI Mode · 08-03
“This modern, vibrant hotel sits right in the heart of the Hotel Zone near Coco Bongo and typically prices well under $200 per night.”
Google AI Mode · 07-13
“Modern 4-star hotel in the heart of the Hotel Zone near beaches and nightlife, frequently within budget.”
Copilot · 07-13
“Modern, budget-friendly Marriott hotel typically offering rates below $200.”
Gemini · 06-01
“This modern Marriott property sits right by the top beaches and nightlife in the Hotel Zone while remaining highly affordable.”
ChatGPT · 05-18
“Great mid-range choice for travelers wanting modern amenities and easy nightlife access.”
Gemini · 05-11
“This modern Marriott property is located in the heart of the Hotel Zone and offers rates frequently under $170, featuring a vibrant rooftop pool and bar.”
“best hotels in Cancún for business travelers”Cancún, US3 of 6 AIs14 weeks16 quotes
“best hotels in Cancún for business travelers”
Cancún, US3 of 6 AIs14 weeks16 quotes
ChatGPT · 11-02
“Located close to the Cancún Convention Center, making it well suited to conference attendees and networking.”
ChatGPT · 10-19
“A modern hotel near the Cancún Convention Center with meeting facilities, making it well suited to conference attendees.”
ChatGPT · 09-28
“Its Hotel Zone location near the convention center, restaurants, nightlife, beaches, and meeting facilities works well for business travelers who want convenience after work.”
ChatGPT · 09-14
“An especially strong choice for convention travelers because of its Hotel Zone location near the convention center and extensive meeting facilities.”
Gemini · 08-24
“Features contemporary, tech-forward rooms and flexible meeting rooms right in the heart of the bustling convention district.”
Gemini · 08-17
“Offers a trendy, tech-forward vibe with efficient workspaces and a central location right across from the Cancun Convention Center.”
“best hotels in Hotel Zone, Cancún”Cancún, US3 of 6 AIs6 weeks6 quotes
“best hotels in Hotel Zone, Cancún”
Cancún, US3 of 6 AIs6 weeks6 quotes
ChatGPT · 10-05
“A good-value option for travelers who want a more affordable stay close to Hotel Zone restaurants, shopping, and nightlife.”
Perplexity · 08-24
“Modern, vibrant hotel with easy access to the beaches and nightlife in the Hotel Zone.”
Copilot · 08-17
“Modern hotel with a rooftop pool, restaurant, and spa facilities.”
Perplexity · 08-10
“Trendy, value-conscious option with a rooftop pool and proximity to nightlife and beaches.”
Perplexity · 08-03
“Modern, affordable option in the heart of Hotel Zone with a lively atmosphere and pool scene.”
ChatGPT · 06-15
“A budget-friendly option close to nightlife, restaurants, and shopping in the Hotel Zone.”
“boutique hotels in Hotel Zone, Cancún”Cancún, US2 of 6 AIs3 weeks3 quotes
“boutique hotels in Hotel Zone, Cancún”
Cancún, US2 of 6 AIs3 weeks3 quotes
Perplexity · 08-03
“Modern, vibrant boutique feel with rooftop pool and easy access to nightlife.”
ChatGPT · 06-08
“Modern, stylish, and smaller than surrounding resorts, great for walking to nightlife.”
ChatGPT · 05-25
“A modern lifestyle hotel ideal for travelers wanting nightlife access and contemporary design at a more affordable price.”
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 |
|---|---|---|---|---|---|---|---|
| November 2, 2026 | 3 | — | — | — | — | — | 3 |
| October 19, 2026 | 2 | — | — | — | — | 1 | 3 |
| October 12, 2026 | 1 | — | — | — | — | 1 | 2 |
| October 5, 2026 | 1 | 1 | — | — | — | 1 | 3 |
| September 28, 2026 | 1 | 1 | — | — | — | — | 2 |
| September 21, 2026 | 2 | — | — | — | — | 1 | 3 |
| September 14, 2026 | 1 | — | — | — | — | 1 | 2 |
| September 7, 2026 | 1 | — | — | — | — | 1 | 2 |
| August 31, 2026 | 2 | 1 | — | — | — | — | 3 |
| August 24, 2026 | — | 1 | 1 | — | — | 1 | 3 |
| August 17, 2026 | 2 | 1 | — | — | 1 | — | 4 |
| August 10, 2026 | 2 | — | 1 | — | — | 1 | 4 |
| August 3, 2026 | 1 | — | 2 | — | — | 1 | 4 |
| July 27, 2026 | — | 1 | — | — | 1 | — | 2 |
| July 20, 2026 | 1 | 2 | — | — | 1 | 1 | 5 |
| July 13, 2026 | 1 | — | — | — | 3 | 1 | 5 |
| July 6, 2026 | 2 | — | — | — | 1 | — | 3 |
| June 29, 2026 | 1 | 1 | 1 | — | 1 | 1 | 5 |
| June 22, 2026 | 2 | — | — | — | 2 | — | 4 |
| June 15, 2026 | 2 | 1 | 2 | — | — | 1 | 6 |
| June 8, 2026 | 1 | — | — | — | 2 | — | 3 |
| June 1, 2026 | 2 | 1 | — | — | 1 | — | 4 |
| May 25, 2026 | 2 | — | — | — | — | 1 | 3 |
| May 18, 2026 | 3 | 1 | — | — | 1 | 1 | 6 |
| May 11, 2026 | 2 | 1 | — | 1 | 2 | — | 6 |
| May 4, 2026 | 2 | 2 | — | — | — | 4 | 8 |
| April 27, 2026 | 2 | 2 | — | 1 | 1 | 2 | 8 |
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 (105 links)
Direct 90%OTA 6%Google Travel 2%Other 2%
Week-by-week
November 2, 20263 links / 3 mentions
October 19, 20262 links / 3 mentions
October 12, 20262 links / 2 mentions
October 5, 20263 links / 3 mentions
September 28, 20262 links / 2 mentions
September 21, 20263 links / 3 mentions
September 14, 20262 links / 2 mentions
September 7, 20262 links / 2 mentions
August 31, 20263 links / 3 mentions
August 24, 20263 links / 3 mentions
August 17, 20264 links / 4 mentions
August 10, 20264 links / 4 mentions
August 3, 20264 links / 4 mentions
July 27, 20262 links / 2 mentions
July 20, 20265 links / 5 mentions
July 13, 20265 links / 5 mentions
July 6, 20263 links / 3 mentions
June 29, 20265 links / 5 mentions
June 22, 20264 links / 4 mentions
June 15, 20266 links / 6 mentions
June 8, 20263 links / 3 mentions
June 1, 20264 links / 4 mentions
May 25, 20263 links / 3 mentions
May 18, 20266 links / 6 mentions
May 11, 20266 links / 6 mentions
May 4, 20268 links / 8 mentions
April 27, 20268 links / 8 mentions
Direct (own site + chain page) OTA Other