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Weekly until 19 Oct 2026, monthly from November 2026Week of 2026-09-21
AI Hotel Landscape
How leading AI assistants recommend hotels: 616 prompts across 56 destinations, a monthly edition checked before it is published.
Data is directional. Some prompts retry due to upstream variance, so absolute counts can shift ±5% between editions.
Aloft by Marriott Singapore Novena
How 6 AI assistants recommend this property. Week of September 21, 2026. Tracked for 7 weeks.
Latest edition
1
mentions across 6 AIs
Peak
8
best week
Mentioning AIs
1/6
latest edition
Total links
20
all time
Location
16 Ah Hood Rd, Singapore 329982
PROMPTS
Where this hotel showed up
Each prompt below resolved to Aloft by Marriott Singapore Novena at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“affordable hotels in Singapore under $200”Singapore, US2 of 6 AIs5 weeks5 quotes
“affordable hotels in Singapore under $200”
Singapore, US2 of 6 AIs5 weeks5 quotes
Copilot · 09-21
“Stylish Marriott property with modern amenities and a central location under $200.”
Copilot · 08-17
“Stylish Marriott property with modern amenities and strong reviews, priced well under $200.”
Copilot · 08-10
“Stylish Marriott property with modern amenities under $200.”
Copilot · 07-20
“Stylish Marriott property with rooftop pool and convenient Novena location.”
ChatGPT · 05-25
“Affordable upscale option with spacious rooms in a quieter neighborhood.”
“best hotels in Singapore for business travelers”Singapore, US1 of 6 AIs3 weeks4 quotes
“best hotels in Singapore for business travelers”
Singapore, US1 of 6 AIs3 weeks4 quotes
Perplexity · 08-24
“Modern rooms and strong Wi-Fi with vibrant business-friendly facilities.”
Perplexity · 08-17
“Modern rooms in a high-rise with meeting facilities and city views ideal for business travel.”
Perplexity · 08-17
“Vibrant business-friendly hotel with modern tech amenities and rapid transit access.”
Perplexity · 08-10
“Modern, business-friendly amenities and extensive meeting options near central business areas.”
“best hotels in Singapore for solo travelers”Singapore, US1 of 6 AIs5 weeks7 quotes
“best hotels in Singapore for solo travelers”
Singapore, US1 of 6 AIs5 weeks7 quotes
Perplexity · 08-24
“Modern design, social spaces, and reliable service ideal for solo explorers.”
Perplexity · 08-17
“Central location with reliable service and strong reviews, ideal for solo travelers seeking easy MRT access and modern amenities.”
Perplexity · 08-17
“Re-listed for emphasis on its convenient location and social atmosphere ideal for solo guests.”
Perplexity · 08-17
“Vibrant, social-friendly hotel with modern rooms and easy access to public transport, great for solo travelers who value connectivity.”
Perplexity · 08-10
“Modern, social atmosphere with easy access to public transit, ideal for solo travelers seeking convenience.”
Perplexity · 07-20
“Contemporary, sociable vibe with easy access to public transport, ideal for solo travelers seeking a lively yet comfortable base.”
“family friendly hotels in Singapore”Singapore, US1 of 6 AIs1 week1 quote
“family friendly hotels in Singapore”
Singapore, US1 of 6 AIs1 week1 quote
Perplexity · 08-17
“Stylish rooms with rooftop pool and easy access for family trips.”
“best hotels in Singapore”Singapore, US1 of 6 AIs2 weeks2 quotes
“best hotels in Singapore”
Singapore, US1 of 6 AIs2 weeks2 quotes
Perplexity · 08-17
“Vibrant, contemporary hotel with strong suites and a rooftop vibe near Novena MRT.”
Perplexity · 08-10
“Vibrant, well-rated hotel with modern rooms and strong business facilities near Novena.”
“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 · 05-25
“A reliable mid-to-upscale choice with a rooftop outdoor pool and solid guest ratings.”
PER-AI MENTIONS
Mentions per AI assistant, by edition
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
Weekly until 19 Oct 2026, monthly from November 2026
| Week | ChatGPT | Gemini | Perplexity | Grok | Copilot | Google AI Mode | Total |
|---|---|---|---|---|---|---|---|
| September 21, 2026 | — | — | — | — | 1 | — | 1 |
| August 24, 2026 | — | — | 2 | — | — | — | 2 |
| August 17, 2026 | — | — | 7 | — | 1 | — | 8 |
| August 10, 2026 | — | — | 3 | — | 1 | — | 4 |
| July 20, 2026 | — | — | 1 | — | 1 | — | 2 |
| May 25, 2026 | 1 | — | 1 | — | — | — | 2 |
| May 11, 2026 | — | — | 1 | — | — | — | 1 |
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 (20 links)
Direct 100%
Week-by-week
September 21, 20261 links / 1 mentions
August 24, 20262 links / 2 mentions
August 17, 20268 links / 8 mentions
August 10, 20264 links / 4 mentions
July 20, 20262 links / 2 mentions
May 25, 20262 links / 2 mentions
May 11, 20261 links / 1 mentions
Direct (own site + chain page) OTA Other