Still in beta. Spot something off or have ideas? Send me your feedback — DM on LinkedIn or email. Bugs forward 🙏
Weekly until 19 Oct 2026, monthly from November 2026November 2026 edition
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.
Portrait Roma
How 6 AI assistants recommend this property. Week of November 2, 2026. Tracked for 17 weeks.
Latest edition
1
mentions across 6 AIs
Peak
7
best week
Mentioning AIs
1/6
latest edition
Total links
55
all time
Location
V. Bocca di Leone, 23, 00187 Roma RM, Italy
PROMPTS
Where this hotel showed up
Each prompt below resolved to Portrait Roma at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“best hotels in Rome for couples”Rome, US4 of 6 AIs21 weeks39 quotes
“best hotels in Rome for couples”
Rome, US4 of 6 AIs21 weeks39 quotes
Gemini · 11-02
“Designed for romance, this high-end boutique property boasts breathtaking rooftop terrace views and a private, stylish suite-only experience.”
ChatGPT · 09-21
“An intimate all-suite luxury hotel near the Spanish Steps with a private, romantic atmosphere and rooftop terrace.”
ChatGPT · 09-14
“Its intimate all-suite setting near the Spanish Steps combines discreet luxury, personalized service, and panoramic rooftop views.”
Gemini · 08-31
“An ultra-luxury boutique hotel by the Lungarno Collection offering exceptionally private, high-end suites steps from the Spanish Steps.”
ChatGPT · 08-31
“An intimate all-suite boutique hotel offering privacy, personalized service, and a luxurious residential feel near the Spanish Steps.”
Gemini · 08-24
“An ultra-chic, fashion-inspired luxury boutique hotel offering intimate suites steps from the Spanish Steps.”
“luxury hotels in Rome”Rome, US4 of 6 AIs17 weeks18 quotes
“luxury hotels in Rome”
Rome, US4 of 6 AIs17 weeks18 quotes
ChatGPT · 11-02
“Intimate, discreet and highly personalized boutique luxury hotel near the Spanish Steps.”
ChatGPT · 10-19
“Its intimate all-suite design, personalized service, and prime location near designer boutiques suit luxury boutique travelers.”
ChatGPT · 10-12
“A discreet, all-suite luxury stay near Via Condotti offering personalized service and privacy.”
ChatGPT · 08-31
“An intimate 14-suite boutique hotel offering highly personalized service, residential-style luxury, and a prime location near Via Condotti.”
ChatGPT · 08-31
“An intimate 14-suite boutique hotel offering highly personalized service, residential-style luxury, and a prime location near Via Condotti.”
ChatGPT · 08-24
“An intimate ultra-boutique hotel ideal for travelers seeking personalized service and a residential feel near Via Condotti.”
“best hotels in Rome”Rome, US3 of 6 AIs16 weeks19 quotes
“best hotels in Rome”
Rome, US3 of 6 AIs16 weeks19 quotes
ChatGPT · 08-31
“An intimate all-suite boutique hotel near the Spanish Steps known for personalized service and fashion-inspired interiors.”
ChatGPT · 08-31
“An intimate all-suite boutique hotel near the Spanish Steps known for personalized service and fashion-inspired interiors.”
Gemini · 08-24
“An ultra-chic, fashion-forward boutique retreat situated right above the high-end luxury boutiques of Via Condotti.”
ChatGPT · 08-24
“An intimate all-suite boutique hotel offering highly personalized service and a residential atmosphere near the Spanish Steps.”
ChatGPT · 08-17
“An intimate all-suite boutique hotel near the Spanish Steps offering discreet luxury, personalized service, and an exceptionally central location.”
ChatGPT · 08-10
“An intimate all-suite boutique hotel above the Via Condotti shopping district with highly personalized service.”
“family friendly hotels in Rome”Rome, US2 of 6 AIs5 weeks5 quotes
“family friendly hotels in Rome”
Rome, US2 of 6 AIs5 weeks5 quotes
Gemini · 07-20
“Located near the Spanish Steps, this boutique hotel provides spacious multi-bedroom suites and a dedicated Lifestyle Team to organize custom family itineraries.”
Gemini · 06-08
“This property features highly personalized luxury family suites equipped with convenient kitchenettes and custom itineraries designed specifically for children and teenagers.”
Gemini · 05-25
“Located steps from the Spanish Steps, its exclusive family accommodations offer multi-bedroom configurations, convenient kitchenettes, and a specialized Lifestyle Team to plan activities for children and teenagers.”
Gemini · 05-18
“It offers high-end, dedicated family suites featuring kitchenettes and separate living spaces managed by a Lifestyle Team that caters to multi-generational travel needs.”
Google AI Mode · 05-11
“Features 14 dedicated luxury family suites and a specialized Lifestyle Team to curate activities specifically for children and teenagers.”
“best hotels in Rome for solo travelers”Rome, US1 of 6 AIs2 weeks2 quotes
“best hotels in Rome for solo travelers”
Rome, US1 of 6 AIs2 weeks2 quotes
ChatGPT · 06-08
“High-end, intimate, and safe for solo travelers who want luxury.”
ChatGPT · 05-18
“Stylish, intimate, and safe with concierge offering insider tips.”
“best hotels in Rome for business travelers”Rome, US1 of 6 AIs1 week1 quote
“best hotels in Rome for business travelers”
Rome, US1 of 6 AIs1 week1 quote
ChatGPT · 05-25
“A refined all-suite property well suited for extended executive stays requiring extra privacy and workspace.”
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 |
|---|---|---|---|---|---|---|---|
| November 2, 2026 | — | 1 | — | — | — | — | 1 |
| August 31, 2026 | 5 | — | — | — | — | — | 5 |
| August 24, 2026 | 3 | 2 | — | — | — | — | 5 |
| August 17, 2026 | 2 | — | — | — | — | — | 2 |
| August 3, 2026 | 3 | — | — | — | — | — | 3 |
| July 27, 2026 | 3 | — | — | — | — | — | 3 |
| July 20, 2026 | 3 | 2 | — | — | — | — | 5 |
| July 13, 2026 | 3 | — | — | — | — | — | 3 |
| July 6, 2026 | 3 | — | — | — | — | — | 3 |
| June 29, 2026 | 2 | — | — | — | — | — | 2 |
| June 22, 2026 | 2 | — | — | — | — | — | 2 |
| June 8, 2026 | 2 | 3 | — | — | — | — | 5 |
| May 25, 2026 | — | 2 | — | — | — | — | 2 |
| May 18, 2026 | 3 | 2 | — | — | — | 2 | 7 |
| May 11, 2026 | — | — | — | — | — | 2 | 2 |
| May 4, 2026 | — | 2 | — | — | — | 3 | 5 |
| April 27, 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 (55 links)
Direct 96%OTA 2%Other 2%
Week-by-week
November 2, 20260 links / 1 mentions
August 31, 20265 links / 5 mentions
August 24, 20265 links / 5 mentions
August 17, 20262 links / 2 mentions
August 3, 20263 links / 3 mentions
July 27, 20263 links / 3 mentions
July 20, 20265 links / 5 mentions
July 13, 20263 links / 3 mentions
July 6, 20263 links / 3 mentions
June 29, 20262 links / 2 mentions
June 22, 20262 links / 2 mentions
June 8, 20265 links / 5 mentions
May 25, 20262 links / 2 mentions
May 18, 20267 links / 7 mentions
May 11, 20262 links / 2 mentions
May 4, 20265 links / 5 mentions
April 27, 20261 links / 1 mentions
Direct (own site + chain page) OTA Other