Still in beta. Spot something off or have ideas? Send me your feedback — DM on LinkedIn or email. Bugs forward 🙏
Live · refreshed weeklyUpdated September 28, 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, Boston
How 6 AI assistants recommend this property. Week of September 28, 2026. Tracked for 22 weeks.
This week
6
mentions across 6 AIs
Peak
20
best week
Mentioning AIs
2/6
this week
Total links
159
all time
Location
776 Boylston St, Boston, MA 02199
PROMPTS
Where this hotel showed up
Each prompt below resolved to Mandarin Oriental, Boston at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“luxury hotels in Boston”Boston, US6 of 6 AIs24 weeks81 quotes
“luxury hotels in Boston”
Boston, US6 of 6 AIs24 weeks81 quotes
Google AI Mode · 10-05
“Situated in the Back Bay, it merges contemporary luxury with a world-class destination spa.”
ChatGPT · 09-28
“A modern luxury hotel in Back Bay with an extensive spa and convenient access to upscale shopping.”
Gemini · 09-28
“A regal 5-star retreat located in Back Bay featuring a world-class destination spa and contemporary luxury rooms.”
Copilot · 09-28
“Offers contemporary luxury with a world-class spa and direct access to Boston’s Back Bay shopping district.”
ChatGPT · 09-21
“A sophisticated Back Bay hotel known for its luxury spa, refined atmosphere, and proximity to Newbury Street shopping.”
Gemini · 09-21
“This prestigious 5-star hotel in the Back Bay offers regal contemporary rooms and an exceptional destination spa.”
“best hotels in Boston”Boston, US6 of 6 AIs19 weeks35 quotes
“best hotels in Boston”
Boston, US6 of 6 AIs19 weeks35 quotes
ChatGPT · 09-28
“A luxury Back Bay hotel with spacious rooms, a major spa and wellness offering, and convenient access to shopping and attractions.”
ChatGPT · 09-21
“A refined Back Bay luxury hotel particularly well suited to travelers seeking a high-end spa and proximity to shopping and dining.”
ChatGPT · 09-07
“Best for spa-focused luxury, spacious accommodations, personalized service, and a prime Back Bay location. Corporate Site”
Copilot · 08-31
“Upscale property in Back Bay with a renowned spa and chic dining options.”
Copilot · 08-31
“Upscale property in Back Bay with a renowned spa and chic dining options.”
Google AI Mode · 08-17
“An exquisite Back Bay sanctuary featuring exceptional personal service and a world-class spa.”
“best hotels in Back Bay, Boston”Boston, US6 of 6 AIs23 weeks66 quotes
“best hotels in Back Bay, Boston”
Boston, US6 of 6 AIs23 weeks66 quotes
Gemini · 09-28
“Regal 5-star hotel offering contemporary luxury rooms, a destination spa, and a prime location on Boylston Street in Back Bay.”
ChatGPT · 09-28
“A high-end Back Bay hotel known for its refined atmosphere, strong service, major spa, and convenient location near Newbury Street and the Prudential Center.”
Google AI Mode · 09-21
“An exquisite five-star luxury hotel offering spacious rooms and the city's premier Forbes Five-Star spa right on Boylston Street.”
ChatGPT · 09-21
“An ultra-luxury Back Bay property with spacious rooms, extensive wellness facilities, and a central Boylston Street location.”
Google AI Mode · 09-14
“A 5-star luxury haven featuring world-class spa amenities and high-end dining on Boylston Street.”
ChatGPT · 09-14
“An excellent choice for travelers seeking five-star luxury, a renowned spa, spacious rooms, and personalized service.”
“best hotels in Boston for couples”Boston, US5 of 6 AIs17 weeks22 quotes
“best hotels in Boston for couples”
Boston, US5 of 6 AIs17 weeks22 quotes
Gemini · 09-28
“Offers a regal atmosphere with a world-class destination spa and exceptional fine dining, perfect for a luxurious couple's getaway.”
Copilot · 09-21
“Renowned for its spa and refined design, offering couples a serene and indulgent retreat.”
ChatGPT · 08-31
“Its upscale Back Bay location and exceptional spa make it particularly well suited to couples seeking relaxation and luxury.”
ChatGPT · 08-31
“Its upscale Back Bay location and exceptional spa make it particularly well suited to couples seeking relaxation and luxury.”
Copilot · 08-17
“Luxury hotel with a world-class spa and chic dining, perfect for couples seeking indulgence.”
ChatGPT · 08-10
“A luxurious couples' getaway with an exceptional spa, elegant rooms, and a prime Back Bay location.”
“best hotels in Boston for business travelers”Boston, US2 of 6 AIs8 weeks10 quotes
“best hotels in Boston for business travelers”
Boston, US2 of 6 AIs8 weeks10 quotes
Copilot · 10-05
“Modern luxury hotel in Back Bay with a renowned spa and convenient access to corporate offices.”
ChatGPT · 09-07
“Its upscale Back Bay setting near the Hynes Convention Center provides a quiet, luxurious base for executives who value service and convenience.”
Copilot · 08-24
“Luxury hotel in Back Bay with spacious rooms, a renowned spa, and convenient access to corporate hubs.”
ChatGPT · 08-03
“Luxury Back Bay hotel with spacious rooms and excellent wellness facilities.”
Copilot · 08-03
“Luxury hotel with world-class spa, modern meeting spaces, and prime Back Bay location for business travelers.”
Copilot · 07-20
“Luxury hotel with a destination spa and prime Back Bay location for business meetings.”
“boutique hotels in Back Bay, Boston”Boston, US2 of 6 AIs2 weeks2 quotes
“boutique hotels in Back Bay, Boston”
Boston, US2 of 6 AIs2 weeks2 quotes
ChatGPT · 09-14
“A refined luxury hotel in Back Bay with an intimate atmosphere and extensive five-star amenities.”
Perplexity · 04-27
“Luxurious, internationally acclaimed boutique property in a premier Back Bay location.”
“best hotels in Boston for solo travelers”Boston, US1 of 6 AIs2 weeks2 quotes
“best hotels in Boston for solo travelers”
Boston, US1 of 6 AIs2 weeks2 quotes
ChatGPT · 07-20
“An upscale Back Bay hotel offering refined accommodations and a renowned spa.”
ChatGPT · 07-06
“Upscale luxury hotel in Back Bay offering premium comfort and excellent service.”
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 28, 2026 | 3 | 3 | — | — | — | — | 6 |
| September 21, 2026 | 3 | — | — | — | — | — | 3 |
| September 14, 2026 | 3 | — | — | — | — | 2 | 5 |
| September 7, 2026 | 2 | — | — | — | — | — | 2 |
| August 31, 2026 | 6 | — | — | — | — | — | 6 |
| August 24, 2026 | — | — | — | — | 2 | 2 | 4 |
| August 17, 2026 | — | — | — | — | — | 3 | 3 |
| August 10, 2026 | 3 | — | — | — | — | 2 | 5 |
| August 3, 2026 | 3 | — | — | — | 3 | 2 | 8 |
| July 27, 2026 | 3 | — | — | — | — | 2 | 5 |
| July 20, 2026 | 6 | 2 | — | — | 4 | 2 | 14 |
| July 13, 2026 | 5 | — | — | — | — | — | 5 |
| July 6, 2026 | 5 | — | — | — | 2 | — | 7 |
| June 29, 2026 | 5 | — | — | — | — | — | 5 |
| June 22, 2026 | — | 2 | — | — | 3 | 3 | 8 |
| June 15, 2026 | — | 2 | — | — | 3 | 3 | 8 |
| June 8, 2026 | 3 | 2 | — | — | — | 3 | 8 |
| June 1, 2026 | — | — | 2 | — | 2 | 3 | 7 |
| May 25, 2026 | — | 2 | — | — | — | 3 | 5 |
| May 18, 2026 | 4 | 4 | 2 | 2 | — | — | 12 |
| May 11, 2026 | 3 | 2 | 2 | — | 2 | 4 | 13 |
| May 4, 2026 | 2 | 4 | — | 8 | — | 6 | 20 |
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 (159 links)
Direct 91%OTA 2%Other 7%
Week-by-week
September 28, 20266 links / 6 mentions
September 21, 20263 links / 3 mentions
September 14, 20265 links / 5 mentions
September 7, 20262 links / 2 mentions
August 31, 20266 links / 6 mentions
August 24, 20264 links / 4 mentions
August 17, 20263 links / 3 mentions
August 10, 20265 links / 5 mentions
August 3, 20268 links / 8 mentions
July 27, 20265 links / 5 mentions
July 20, 202614 links / 14 mentions
July 13, 20265 links / 5 mentions
July 6, 20267 links / 7 mentions
June 29, 20265 links / 5 mentions
June 22, 20268 links / 8 mentions
June 15, 20268 links / 8 mentions
June 8, 20268 links / 8 mentions
June 1, 20267 links / 7 mentions
May 25, 20265 links / 5 mentions
May 18, 202612 links / 12 mentions
May 11, 202613 links / 13 mentions
May 4, 202620 links / 20 mentions
Direct (own site + chain page) OTA Other