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Live · refreshed weeklyUpdated August 3, 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 August 3, 2026. Tracked for 14 weeks.
This week
5
mentions across 6 AIs
Peak
16
best week
Mentioning AIs
3/6
this week
Total links
117
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 AIs14 weeks59 quotes
“luxury hotels in Bali”
Bali, US6 of 6 AIs14 weeks59 quotes
Google AI Mode · 08-03
“This award-winning riverside sanctuary offers deeply personalized butler service and supreme elegance set within authentic Balinese rice paddies and jungle.”
Gemini · 08-03
“An exclusive, ultra-luxury jungle sanctuary nestled along the Ayung River offering bespoke butler service and profound seclusion.”
Gemini · 07-20
“This highly acclaimed three-MICHELIN-Key property offers an ultra-exclusive, deeply spiritual wellness sanctuary nestled along the rushing Ayung River in Ubud.”
Copilot · 07-20
“Tranquil riverside retreat offering personalized wellness and luxury.”
Google AI Mode · 07-20
“Offers an ultra-luxury, secluded jungle experience along the Ayung River with personalized butler service.”
Gemini · 07-13
“This ultra-luxury sanctuary offers a deeply immersive experience along the sacred Ayung River with private pool villas and personal butlers in the heart of Ubud's jungle.”
“best hotels in Bali”Bali, US5 of 6 AIs15 weeks44 quotes
“best hotels in Bali”
Bali, US5 of 6 AIs15 weeks44 quotes
Copilot · 08-03
“Exclusive riverside retreat in Ubud offering serene villas and holistic wellness programs.”
Google AI Mode · 08-03
“This ultra-luxurious riverside sanctuary in Ubud offers traditional Balinese village aesthetics and peerless personalized butler service along the Ayung River.”
Gemini · 08-03
“An exclusive sanctuary nestled along the Ayung River providing deeply immersive cultural and wellness experiences.”
Copilot · 07-27
“An exclusive sanctuary along the Ayung River blending Balinese culture with luxury.”
Gemini · 07-27
“An exclusive, deeply immersive retreat that blends bespoke butler service with traditional Balinese agrarian lifestyle settings.”
Google AI Mode · 07-27
“Consistently ranked as one of the best hotels in the world, offering unparalleled luxury, private pool villas, and exceptional service along the Ayung River.”
“best hotels in Bali for couples”Bali, US5 of 6 AIs13 weeks24 quotes
“best hotels in Bali for couples”
Bali, US5 of 6 AIs13 weeks24 quotes
Perplexity · 07-20
“Private villa experiences in a lush river valley setting, ideal for intimate escapes.”
Google AI Mode · 07-20
“Offers ultimate luxury and privacy with secluded pool villas along the Ayung River, perfect for romantic getaways.”
Google AI Mode · 07-13
“Offers ultra-luxurious private pool villas along the Ayung River with intimate dining and personalized butler service for couples.”
Gemini · 07-13
“Highly secluded and intimate, this resort provides personalized butler service and stunning views of the Ayung River.”
ChatGPT · 07-06
“A world-class luxury retreat with private pool villas, butler service, and a tranquil riverside setting ideal for couples.”
Google AI Mode · 06-29
“Offers ultimate luxury, private pool villas, and romantic dining along the Ayung River in Ubud.”
“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 |
|---|---|---|---|---|---|---|---|
| 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 (117 links)
Direct 85%OTA 3%Other 13%
Week-by-week
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