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Live · refreshed weeklyUpdated August 17, 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.
Mandarin Oriental, Singapore
How 6 AI assistants recommend this property. Week of August 17, 2026. Tracked for 16 weeks.
This week
11
mentions across 6 AIs
Peak
19
best week
Mentioning AIs
3/6
this week
Total links
191
all time
Location
5 Raffles Ave., Singapore 039797
PROMPTS
Where this hotel showed up
Each prompt below resolved to Mandarin Oriental, Singapore at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“hotels near Marina Bay Sands, Singapore”Singapore, US6 of 6 AIs15 weeks40 quotes
“hotels near Marina Bay Sands, Singapore”
Singapore, US6 of 6 AIs15 weeks40 quotes
Copilot · 08-17
“Upscale bayside hotel with refined dining, spa, and convenient Marina Bay location.”
ChatGPT · 08-17
“A premium Marina Bay hotel offering excellent service, bay views, and a convenient location near Marina Bay Sands.”
ChatGPT · 08-10
“A top overall choice with luxury service, Marina Bay views, a pool, and a highly convenient location near Marina Bay Sands.”
ChatGPT · 08-03
“A five-star luxury hotel with outstanding service and an excellent Marina Bay location.”
ChatGPT · 07-27
“Upscale waterfront hotel known for outstanding service, bay views, and excellent dining.”
Google AI Mode · 07-27
“Situated in the heart of Marina Bay, providing easy access to the shopping and dining district near the Sands”
“luxury hotels in Singapore”Singapore, US6 of 6 AIs14 weeks27 quotes
“luxury hotels in Singapore”
Singapore, US6 of 6 AIs14 weeks27 quotes
ChatGPT · 08-17
“A sophisticated Marina Bay hotel offering polished service, city views, wellness facilities, and a central location.”
Copilot · 08-17
“Upscale bayside property with refined dining, spa, and sweeping Marina Bay views.”
Google AI Mode · 08-10
“A stylishly reimagined bayside retreat offering unblocked panoramas of the city skyline and exceptional contemporary dining.”
Copilot · 08-10
“Upscale bayside property with refined dining and a luxurious spa.”
Gemini · 08-10
“A newly redesigned contemporary sanctuary providing premier views of the city skyline and Marina Bay waterfront.”
ChatGPT · 08-10
“A refined Marina Bay hotel offering polished service, contemporary luxury, premium wellness facilities, and excellent dining.”
“best hotels in Marina Bay, Singapore”Singapore, US6 of 6 AIs16 weeks57 quotes
“best hotels in Marina Bay, Singapore”
Singapore, US6 of 6 AIs16 weeks57 quotes
ChatGPT · 08-17
“A strong all-around luxury option combining high-touch service, bay views, wellness facilities, and excellent dining.”
Gemini · 08-17
“Combines legendary five-star luxury with newly renovated stylish interiors and pristine views overlooking the bay.”
Copilot · 08-17
“Refined bayside property with excellent dining and spa facilities.”
Perplexity · 08-10
“Classic luxury with premium bay views and extensive dining options.”
Gemini · 08-03
“A sophisticated luxury retreat offering stylish accommodations with direct proximity to Marina Square and top bay attractions.”
Perplexity · 08-03
“Luxurious rooms and refined dining with excellent city and bay views.”
“best hotels in Singapore”Singapore, US5 of 6 AIs13 weeks25 quotes
“best hotels in Singapore”
Singapore, US5 of 6 AIs13 weeks25 quotes
Copilot · 08-17
“Upscale bayside property offering refined dining and a relaxing spa experience.”
ChatGPT · 08-17
“This hotel matches travelers looking for luxury, excellent dining, wellness facilities, and a convenient Marina Bay location.”
Gemini · 08-17
“A sophisticated sanctuary framing breathtaking Marina Bay skyline views with world-class dining and wellness amenities.”
ChatGPT · 08-10
“A polished Marina Bay luxury hotel known for excellent service, panoramic views, dining, and wellness facilities.”
Copilot · 08-10
“Upscale bayside property with refined dining, spa, and panoramic city views.”
ChatGPT · 08-03
“A recently renovated luxury hotel celebrated for its service, dining, and Marina Bay views.”
“best hotels in Singapore for business travelers”Singapore, US4 of 6 AIs12 weeks18 quotes
“best hotels in Singapore for business travelers”
Singapore, US4 of 6 AIs12 weeks18 quotes
ChatGPT · 08-17
“Its luxury service, Marina Bay location, dining, wellness facilities, and proximity to the CBD make it a strong premium business-hotel choice.”
ChatGPT · 08-10
“Ideal for business travelers who prioritize high-touch service, Marina Bay access, premium amenities, and sophisticated meeting facilities.”
ChatGPT · 08-03
“Recently renovated with exceptional service, excellent dining, and a prime Marina Bay location.”
Copilot · 08-03
“Upscale bayside hotel with refined dining, spa, and proximity to Marina Bay business district.”
ChatGPT · 07-27
“Well suited for executive stays with outstanding service and excellent venues for client meetings.”
Perplexity · 07-20
“Luxurious option with top-tier meeting spaces and executive lounge access.”
“best hotels in Singapore for couples”Singapore, US3 of 6 AIs9 weeks14 quotes
“best hotels in Singapore for couples”
Singapore, US3 of 6 AIs9 weeks14 quotes
ChatGPT · 08-03
“A beautifully renovated luxury hotel with elegant rooms, excellent dining, and a renowned spa.”
Perplexity · 08-03
“Sophisticated luxury with waterfront views and exceptional amenities for couples.”
ChatGPT · 07-27
“Recently renovated luxury hotel with outstanding dining, spa facilities, and Marina Bay views.”
Perplexity · 07-27
“Luxurious riverside setting, exquisite suites, and top-tier service for a classic romantic retreat.”
ChatGPT · 07-20
“Recently refreshed luxury hotel offering excellent dining and panoramic Marina Bay views.”
ChatGPT · 07-13
“Recently refreshed with elegant rooms, excellent dining, and sweeping views of Marina Bay.”
“family friendly hotels in Singapore”Singapore, US2 of 6 AIs2 weeks2 quotes
“family friendly hotels in Singapore”
Singapore, US2 of 6 AIs2 weeks2 quotes
Copilot · 07-27
“Upscale property with Marina Bay views and kids' amenities.”
ChatGPT · 05-25
“Family-friendly luxury property with excellent service, a large pool, and easy access to Marina Bay attractions.”
“boutique hotels in Marina Bay, Singapore”Singapore, US2 of 6 AIs6 weeks7 quotes
“boutique hotels in Marina Bay, Singapore”
Singapore, US2 of 6 AIs6 weeks7 quotes
Perplexity · 07-20
“Bold design hotel with premium amenities and exceptional service in a prime bayfront location.”
ChatGPT · 07-06
“A larger luxury hotel with outstanding Marina Bay views and a recently renovated property.”
ChatGPT · 06-29
“A large luxury hotel with exceptional design and service that delivers a boutique-like experience.”
ChatGPT · 06-22
“Recently renovated luxury hotel overlooking Marina Bay that offers a more intimate, design-led experience compared to typical large-scale hotels.”
Perplexity · 06-22
“Iconic luxury hotel with exceptional service and a central Marina Bay location.”
ChatGPT · 05-25
“A refined luxury property with newly refreshed interiors and one of the best Marina Bay locations.”
“hotels in Singapore with rooftop pool”Singapore, US1 of 6 AIs1 week1 quote
“hotels in Singapore with rooftop pool”
Singapore, US1 of 6 AIs1 week1 quote
Perplexity · 06-01
“Elegant luxury hotel with a chic rooftop pool area and superb city and bay vistas.”
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 |
|---|---|---|---|---|---|---|---|
| August 17, 2026 | 5 | 2 | — | — | 4 | — | 11 |
| August 10, 2026 | 4 | 1 | 1 | — | 2 | 1 | 9 |
| August 3, 2026 | 6 | 2 | 2 | — | 4 | 1 | 15 |
| July 27, 2026 | 6 | 1 | 3 | — | 4 | 2 | 16 |
| July 20, 2026 | 5 | 2 | 2 | — | 3 | 1 | 13 |
| July 13, 2026 | 5 | 1 | 1 | — | 2 | 2 | 11 |
| July 6, 2026 | 5 | — | 3 | — | 3 | 2 | 13 |
| June 29, 2026 | 6 | 1 | 2 | — | 2 | 3 | 14 |
| June 22, 2026 | 3 | 1 | 3 | — | 1 | — | 8 |
| June 15, 2026 | 3 | — | 1 | — | 1 | 2 | 7 |
| June 8, 2026 | 4 | 2 | 3 | — | 1 | 2 | 12 |
| June 1, 2026 | 3 | — | 1 | — | 2 | 2 | 8 |
| May 25, 2026 | 7 | 1 | 2 | — | — | 2 | 12 |
| May 18, 2026 | 4 | 1 | 1 | 3 | 3 | 1 | 13 |
| May 11, 2026 | 2 | 2 | — | 3 | 2 | 1 | 10 |
| May 4, 2026 | — | 3 | 3 | 11 | — | 2 | 19 |
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 (191 links)
Direct 82%OTA 5%Other 14%
Week-by-week
August 17, 202611 links / 11 mentions
August 10, 20269 links / 9 mentions
August 3, 202615 links / 15 mentions
July 27, 202616 links / 16 mentions
July 20, 202613 links / 13 mentions
July 13, 202611 links / 11 mentions
July 6, 202613 links / 13 mentions
June 29, 202614 links / 14 mentions
June 22, 20268 links / 8 mentions
June 15, 20267 links / 7 mentions
June 8, 202612 links / 12 mentions
June 1, 20268 links / 8 mentions
May 25, 202612 links / 12 mentions
May 18, 202613 links / 13 mentions
May 11, 202610 links / 10 mentions
May 4, 202619 links / 19 mentions
Direct (own site + chain page) OTA Other