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Live · refreshed weeklyUpdated September 21, 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 Bosphorus, Istanbul
How 6 AI assistants recommend this property. Week of September 21, 2026. Tracked for 21 weeks.
This week
3
mentions across 6 AIs
Peak
8
best week
Mentioning AIs
2/6
this week
Total links
95
all time
Location
Kuruçeşme, Muallim Naci Cd. No: 62, 34345 Beşiktaş/İstanbul, Türkiye
PROMPTS
Where this hotel showed up
Each prompt below resolved to Mandarin Oriental Bosphorus, Istanbul at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“luxury hotels in Istanbul”Istanbul, US5 of 6 AIs21 weeks52 quotes
“luxury hotels in Istanbul”
Istanbul, US5 of 6 AIs21 weeks52 quotes
Copilot · 09-21
“High-end waterfront property with spa, pools, and fine dining.”
ChatGPT · 09-21
“A contemporary ultra-luxury waterfront resort with extensive wellness facilities and panoramic Bosphorus views.”
Copilot · 09-14
“Modern luxury hotel with serene Bosphorus setting, pools, spa, and fine dining.”
Gemini · 09-14
“A high-end hotel on the Bosphorus featuring a restaurant, a spa, and both indoor and outdoor pools.”
Copilot · 09-07
“Modern luxury with exceptional spa facilities and prime Bosphorus waterfront location.”
Copilot · 08-31
“High-end hotel with indoor and outdoor pools, spa, and stunning Bosphorus location.”
“best hotels in Istanbul”Istanbul, US5 of 6 AIs21 weeks28 quotes
“best hotels in Istanbul”
Istanbul, US5 of 6 AIs21 weeks28 quotes
Copilot · 09-21
“High-end waterfront property with exceptional dining, spa, and indoor/outdoor pools.”
Copilot · 09-14
“A contemporary luxury hotel with exceptional dining, spa facilities, and stunning Bosphorus views.”
ChatGPT · 09-14
“A modern ultra-luxury waterfront resort offering an exceptional Bosphorus setting, wellness facilities and high-end dining.”
ChatGPT · 09-07
“A standout modern luxury resort with a tranquil Bosphorus setting, extensive spa facilities, and destination dining.”
Copilot · 09-07
“A contemporary luxury hotel with exceptional dining, spa facilities, and stunning Bosphorus views.”
ChatGPT · 08-31
“This hotel matches travelers seeking a high-end waterfront retreat with a strong spa offering and relaxing Bosphorus atmosphere.”
“best hotels in Istanbul for couples”Istanbul, US3 of 6 AIs11 weeks11 quotes
“best hotels in Istanbul for couples”
Istanbul, US3 of 6 AIs11 weeks11 quotes
ChatGPT · 09-14
“A secluded contemporary luxury resort directly on the Bosphorus with beautiful views, a destination spa, and a peaceful setting for couples.”
ChatGPT · 09-07
“A contemporary waterfront resort with a standout spa, hammam, pools, and beautiful Bosphorus views that suit a relaxing couples' getaway.”
ChatGPT · 08-17
“A contemporary luxury retreat on the Bosphorus with a tranquil setting, extensive spa facilities, pools, and sophisticated dining.”
ChatGPT · 08-10
“A luxurious Bosphorus-front resort-style hotel with a spectacular destination spa and relaxing waterfront atmosphere.”
ChatGPT · 07-27
“An elegant waterfront retreat with an outstanding spa, gardens, and spacious rooms for a relaxing couples' getaway.”
ChatGPT · 07-20
“A contemporary luxury hotel with spacious rooms, an outstanding spa, and peaceful waterfront gardens perfect for couples.”
“family friendly hotels in Istanbul”Istanbul, US2 of 6 AIs4 weeks4 quotes
“family friendly hotels in Istanbul”
Istanbul, US2 of 6 AIs4 weeks4 quotes
Google AI Mode · 07-13
“Features a dedicated Kids Club and spacious connecting rooms, ideal for families.”
Google AI Mode · 06-29
“Offers exceptional luxury, large suites, and a dedicated kids' club, located along the Bosphorus for a relaxing family stay.”
ChatGPT · 06-22
“Luxury family accommodations with spacious suites and Bosphorus views.”
ChatGPT · 06-08
“Features luxury family amenities including children's activities and a waterfront Bosphorus location.”
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 21, 2026 | 1 | — | — | — | 2 | — | 3 |
| September 14, 2026 | 2 | 1 | — | — | 2 | — | 5 |
| September 7, 2026 | 2 | — | — | — | 2 | — | 4 |
| August 31, 2026 | 3 | — | 1 | — | 4 | — | 8 |
| August 24, 2026 | — | 1 | 1 | — | 2 | — | 4 |
| August 17, 2026 | 2 | 1 | — | — | 1 | 1 | 5 |
| August 10, 2026 | 3 | 1 | — | — | 1 | — | 5 |
| August 3, 2026 | 1 | 1 | — | — | 1 | — | 3 |
| July 27, 2026 | 2 | — | — | — | — | 1 | 3 |
| July 20, 2026 | 2 | 2 | — | — | — | — | 4 |
| July 13, 2026 | 2 | 1 | — | — | 1 | 1 | 5 |
| July 6, 2026 | 1 | 1 | — | — | 1 | — | 3 |
| June 29, 2026 | 1 | — | — | — | 1 | 2 | 4 |
| June 22, 2026 | 2 | 1 | — | — | 1 | 1 | 5 |
| June 15, 2026 | 1 | 1 | — | — | 1 | — | 3 |
| June 8, 2026 | 2 | 2 | — | — | 1 | 1 | 6 |
| June 1, 2026 | 1 | 2 | — | — | 1 | — | 4 |
| May 25, 2026 | 3 | 1 | — | — | — | — | 4 |
| May 18, 2026 | 3 | 1 | 1 | — | — | 1 | 6 |
| May 11, 2026 | — | 2 | — | 1 | — | 2 | 5 |
| May 4, 2026 | 1 | 2 | — | — | — | 3 | 6 |
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 (95 links)
Direct 91%Other 9%
Week-by-week
September 21, 20263 links / 3 mentions
September 14, 20265 links / 5 mentions
September 7, 20264 links / 4 mentions
August 31, 20268 links / 8 mentions
August 24, 20264 links / 4 mentions
August 17, 20265 links / 5 mentions
August 10, 20265 links / 5 mentions
August 3, 20263 links / 3 mentions
July 27, 20263 links / 3 mentions
July 20, 20264 links / 4 mentions
July 13, 20265 links / 5 mentions
July 6, 20263 links / 3 mentions
June 29, 20264 links / 4 mentions
June 22, 20265 links / 5 mentions
June 15, 20263 links / 3 mentions
June 8, 20266 links / 6 mentions
June 1, 20264 links / 4 mentions
May 25, 20264 links / 4 mentions
May 18, 20266 links / 6 mentions
May 11, 20265 links / 5 mentions
May 4, 20266 links / 6 mentions
Direct (own site + chain page) OTA Other