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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.
Mandapa, a Ritz-Carlton Reserve
How 6 AI assistants recommend this property. Week of September 21, 2026. Tracked for 21 weeks.
This week
1
mentions across 6 AIs
Peak
16
best week
Mentioning AIs
1/6
this week
Total links
138
all time
Location
Jl. Raya Kedewatan, Kedewatan, Kecamatan Ubud, Kabupaten Gianyar, Bali 80571, Indonesia
PROMPTS
Where this hotel showed up
Each prompt below resolved to Mandapa, a Ritz-Carlton Reserve at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“luxury hotels in Bali”Bali, US6 of 6 AIs20 weeks71 quotes
“luxury hotels in Bali”
Bali, US6 of 6 AIs20 weeks71 quotes
ChatGPT · 09-14
“A refined Ubud retreat focused on Balinese culture, wellness, and a tranquil riverside atmosphere.”
Copilot · 09-07
“A serene riverside retreat in Ubud with refined villas, dining, and holistic wellness programs.”
Google AI Mode · 08-31
“Provides deeply personalized butler service and secluded luxury villas alongside the Ayung River.”
Copilot · 08-31
“A serene riverside retreat in Ubud with personalized service and immersive cultural experiences.”
ChatGPT · 08-31
“An ultra-luxury riverside resort offering Balinese culture, private pool villas, personalized service, and exceptional wellness experiences.”
ChatGPT · 08-31
“An ultra-luxury riverside resort offering Balinese culture, private pool villas, personalized service, and exceptional wellness experiences.”
“best hotels in Bali for couples”Bali, US5 of 6 AIs15 weeks26 quotes
“best hotels in Bali for couples”
Bali, US5 of 6 AIs15 weeks26 quotes
ChatGPT · 09-21
“An intimate Ubud retreat surrounded by jungle and the Ayung River, with a strong focus on wellness and nature.”
ChatGPT · 08-24
“This peaceful Ubud retreat combines Balinese culture, riverside scenery, private villas, and personalized service ideal for couples.”
Google AI Mode · 07-20
“Offers ultimate luxury and privacy with secluded pool villas along the Ayung River, perfect for romantic getaways.”
Perplexity · 07-20
“Private villa experiences in a lush river valley setting, ideal for intimate escapes.”
Gemini · 07-13
“Highly secluded and intimate, this resort provides personalized butler service and stunning views of the Ayung River.”
Google AI Mode · 07-13
“Offers ultra-luxurious private pool villas along the Ayung River with intimate dining and personalized butler service for couples.”
“best hotels in Bali”Bali, US5 of 6 AIs19 weeks51 quotes
“best hotels in Bali”
Bali, US5 of 6 AIs19 weeks51 quotes
ChatGPT · 08-31
“Its riverside villas, rice-field surroundings and exceptional service make it ideal for romantic luxury.”
ChatGPT · 08-31
“Its riverside villas, rice-field surroundings and exceptional service make it ideal for romantic luxury.”
Google AI Mode · 08-24
“An ultra-luxury riverside sanctuary blending striking Balinese architecture with world-class personalized butler service along the Ayung River.”
Copilot · 08-24
“Exclusive riverside retreat in Ubud offering serene jungle views and personalized butler service.”
Gemini · 08-24
“This secluded luxury jungle sanctuary along the Ayung River offers an unmatched immersive wellness and cultural retreat in Ubud.”
Google AI Mode · 08-17
“This top-tier riverside sanctuary offers ultra-luxurious private pool villas nestled amidst working rice paddies and the Ayung River.”
“best hotels in Bali for business travelers”Bali, US2 of 6 AIs2 weeks2 quotes
“best hotels in Bali for business travelers”
Bali, US2 of 6 AIs2 weeks2 quotes
Copilot · 06-22
“A tranquil luxury retreat offering inspiring meeting venues and premium corporate services in Ubud”
Perplexity · 06-01
“Premium event spaces and exceptional service in a serene, cultured setting ideal for executive retreats.”
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 | — | — | — | — | — | 1 |
| September 14, 2026 | 1 | — | — | — | — | — | 1 |
| September 7, 2026 | — | — | — | — | 1 | — | 1 |
| August 31, 2026 | 4 | — | — | — | 1 | 2 | 7 |
| August 24, 2026 | 1 | 2 | — | — | 1 | 2 | 6 |
| August 17, 2026 | 1 | — | — | — | — | 2 | 3 |
| August 10, 2026 | 1 | 1 | — | — | — | — | 2 |
| August 3, 2026 | — | 2 | — | — | 1 | 2 | 5 |
| July 27, 2026 | — | 1 | — | — | 1 | 1 | 3 |
| July 20, 2026 | — | 2 | 1 | — | 2 | 2 | 7 |
| July 13, 2026 | — | 3 | — | — | 2 | 3 | 8 |
| July 6, 2026 | 1 | 2 | — | — | 2 | 2 | 7 |
| June 29, 2026 | — | 2 | 1 | — | 1 | 3 | 7 |
| June 22, 2026 | 3 | 2 | 1 | — | 1 | 3 | 10 |
| June 15, 2026 | 2 | 3 | 1 | — | 2 | 3 | 11 |
| June 8, 2026 | — | 3 | 1 | — | 1 | 2 | 7 |
| June 1, 2026 | 3 | 3 | 2 | — | 1 | — | 9 |
| May 25, 2026 | 2 | 3 | 1 | — | 1 | 1 | 8 |
| May 18, 2026 | 2 | 2 | 1 | 3 | 1 | — | 9 |
| May 11, 2026 | 1 | 3 | 1 | 2 | 1 | 2 | 10 |
| May 4, 2026 | 3 | 4 | — | 5 | — | 4 | 16 |
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 (138 links)
Direct 98%OTA 2%
Week-by-week
September 21, 20261 links / 1 mentions
September 14, 20261 links / 1 mentions
September 7, 20261 links / 1 mentions
August 31, 20267 links / 7 mentions
August 24, 20266 links / 6 mentions
August 17, 20263 links / 3 mentions
August 10, 20262 links / 2 mentions
August 3, 20265 links / 5 mentions
July 27, 20263 links / 3 mentions
July 20, 20267 links / 7 mentions
July 13, 20268 links / 8 mentions
July 6, 20267 links / 7 mentions
June 29, 20267 links / 7 mentions
June 22, 202610 links / 10 mentions
June 15, 202611 links / 11 mentions
June 8, 20267 links / 7 mentions
June 1, 20269 links / 9 mentions
May 25, 20268 links / 8 mentions
May 18, 20269 links / 9 mentions
May 11, 202610 links / 10 mentions
May 4, 202616 links / 16 mentions
Direct (own site + chain page) OTA Other