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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.
Grand Hotel Minerva
How 6 AI assistants recommend this property. Week of November 2, 2026. Tracked for 26 weeks.
Latest edition
3
mentions across 6 AIs
Peak
13
best week
Mentioning AIs
3/6
latest edition
Total links
161
all time
Location
P.za di Santa Maria Novella, 16, 50123 Firenze FI, Italy
PROMPTS
Where this hotel showed up
Each prompt below resolved to Grand Hotel Minerva at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“family friendly hotels in Florence”Florence, US6 of 6 AIs15 weeks28 quotes
“family friendly hotels in Florence”
Florence, US6 of 6 AIs15 weeks28 quotes
Google AI Mode · 11-02
“This central hotel features a heated rooftop pool and family-friendly rooms right on a historic piazza near the main station.”
Google AI Mode · 10-12
“Overlooking Piazza Santa Maria Novella, it provides a family-friendly rooftop pool and a central location just minutes from the main train station.”
Gemini · 08-10
“Features a fantastic rooftop pool and spacious family-friendly options right in the historic heart of Florence.”
Gemini · 08-03
“Offers a fantastic rooftop pool that kids love and a prime location right on Piazza Santa Maria Novella.”
ChatGPT · 07-27
“Its rooftop pool and central location are excellent for families with older children after sightseeing.”
Copilot · 07-27
“Offers spacious rooms, a rooftop pool, and proximity to major attractions ideal for families.”
“hotels in Florence with rooftop pool”Florence, US6 of 6 AIs26 weeks106 quotes
“hotels in Florence with rooftop pool”
Florence, US6 of 6 AIs26 weeks106 quotes
Gemini · 11-02
“Features a stunning rooftop pool and terrace overlooking the historic Florence skyline and the Duomo.”
Google AI Mode · 10-19
“This historic hotel features a famous seasonal rooftop pool right in the heart of Florence with sweeping views of the cathedral.”
Google AI Mode · 10-19
“This historic hotel features a stunning seasonal rooftop pool with panoramic views over the square and the city skyline.”
Gemini · 10-19
“This luxury historic center hotel features a stunning panoramic rooftop pool and terrace overlooking the Florence Duomo.”
ChatGPT · 10-19
“It has a heated rooftop pool with panoramic views of the Duomo and Florence skyline.”
Google AI Mode · 10-12
“Grand Hotel Minerva features a stunning rooftop pool and terrace offering 360-degree panoramic views of the Florence skyline and the Duomo.”
“best hotels in Florence for business travelers”Florence, US4 of 6 AIs14 weeks17 quotes
“best hotels in Florence for business travelers”
Florence, US4 of 6 AIs14 weeks17 quotes
ChatGPT · 10-19
“An upscale, centrally located hotel near the station with a rooftop pool and bar, suited to executive travelers who value comfort and convenience.”
ChatGPT · 09-28
“Its central location beside Santa Maria Novella provides convenient access to the station and historic center while offering upscale accommodations and event capabilities.”
ChatGPT · 09-21
“Its location by Santa Maria Novella station, central walkability, and meeting facilities make it a strong all-around base for business travelers.”
ChatGPT · 09-07
“Its central location by Santa Maria Novella, business meeting spaces, and high-speed Wi-Fi make it an excellent all-around choice for business travelers.”
ChatGPT · 08-31
“Its central location near the train station, upscale atmosphere, and meeting facilities offer a strong balance of convenience and comfort for business trips.”
ChatGPT · 08-31
“Its central location near the train station, upscale atmosphere, and meeting facilities offer a strong balance of convenience and comfort for business trips.”
“best hotels in Florence for solo travelers”Florence, US3 of 6 AIs8 weeks8 quotes
“best hotels in Florence for solo travelers”
Florence, US3 of 6 AIs8 weeks8 quotes
Gemini · 10-19
“Situated steps from the main train station with a 24-hour front desk and a lively rooftop pool ideal for safe relaxation.”
ChatGPT · 09-28
“Its central location and rooftop pool and terrace offer a comfortable upscale base with appealing spaces for relaxing between sightseeing.”
Gemini · 08-31
“Features reliable 24-hour security and service close to transit while offering a wonderful rooftop pool for relaxing after exploring the city alone.”
Gemini · 08-10
“Featuring a 24-hour front desk and a vibrant rooftop pool terrace, this hotel combines reliable solo safety with prime central sightseeing.”
Gemini · 08-03
“Features reliable 24-hour service and a central location near the station, making independent arrivals and city navigation stress-free.”
Gemini · 07-27
“This hotel provides solo travelers with high security, a helpful 24-hour front desk, and a stunning rooftop pool area to unwind after a day of sightseeing.”
“best hotels in Centro, Florence”Florence, US2 of 6 AIs5 weeks6 quotes
“best hotels in Centro, Florence”
Florence, US2 of 6 AIs5 weeks6 quotes
ChatGPT · 11-02
“4-star superior hotel with a rooftop pool, panoramic city views and an excellent central location.”
ChatGPT · 07-27
“Known for its rooftop pool and elegant accommodations overlooking Piazza Santa Maria Novella.”
ChatGPT · 07-13
“A classic hotel known for its panoramic rooftop pool and central location.”
ChatGPT · 07-06
“Classic luxury hotel famous for its rooftop pool and panoramic Duomo views.”
ChatGPT · 06-29
“Well-known for its rooftop pool with panoramic views over Florence.”
Perplexity · 06-29
“Historic luxury with a rooftop pool and panoramic city views, convenient to major sights in Centro Storico.”
“best hotels in Florence”Florence, US1 of 6 AIs5 weeks5 quotes
“best hotels in Florence”
Florence, US1 of 6 AIs5 weeks5 quotes
ChatGPT · 10-12
“A stylish hotel overlooking Piazza Santa Maria Novella with a rooftop pool and panoramic city views.”
ChatGPT · 06-15
“Central hotel known for its rooftop pool and panoramic views of Florence’s skyline and Duomo.”
ChatGPT · 06-08
“Features a rooftop pool with cathedral views and blends classic and modern design.”
ChatGPT · 05-11
“Offers one of Florence’s best rooftop pools along with excellent access to the historic center.”
ChatGPT · 05-04
“Classic Italian charm with a rooftop pool and exceptional proximity to Florence's top attractions.”
“hotels near Duomo, Florence”Florence, US1 of 6 AIs1 week1 quote
“hotels near Duomo, Florence”
Florence, US1 of 6 AIs1 week1 quote
Perplexity · 06-22
“Iconic rooftop pool and spacious rooms within a short walk to the Duomo.”
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 | — | — | — | 1 | 3 |
| October 19, 2026 | 2 | 2 | — | — | — | 2 | 6 |
| October 12, 2026 | 2 | — | — | — | — | 2 | 4 |
| October 5, 2026 | 1 | — | — | — | — | — | 1 |
| September 28, 2026 | 3 | — | — | — | — | 1 | 4 |
| September 21, 2026 | 2 | — | — | — | 1 | 1 | 4 |
| September 7, 2026 | — | — | — | — | — | 1 | 1 |
| August 31, 2026 | 4 | 2 | — | — | 2 | 2 | 10 |
| August 24, 2026 | — | 1 | 1 | — | 1 | 1 | 4 |
| August 17, 2026 | 2 | 1 | 1 | — | 1 | 1 | 6 |
| August 10, 2026 | — | 3 | — | — | 1 | 1 | 5 |
| August 3, 2026 | — | 3 | 1 | — | 1 | 1 | 6 |
| July 27, 2026 | 4 | 2 | 1 | — | 1 | 1 | 9 |
| July 20, 2026 | 3 | 2 | — | — | 2 | 1 | 8 |
| July 13, 2026 | 4 | 2 | 1 | — | 2 | 1 | 10 |
| July 6, 2026 | 2 | — | 1 | — | 1 | 1 | 5 |
| June 29, 2026 | 3 | 2 | 3 | — | 1 | 1 | 10 |
| June 22, 2026 | — | 2 | 1 | — | 1 | 1 | 5 |
| June 15, 2026 | 2 | 1 | — | — | — | 1 | 4 |
| June 8, 2026 | 3 | 1 | 2 | — | 1 | 1 | 8 |
| June 1, 2026 | — | 1 | 1 | — | 2 | 1 | 5 |
| May 25, 2026 | 2 | 3 | — | — | 2 | 1 | 8 |
| May 18, 2026 | 2 | 1 | 1 | 2 | 2 | 1 | 9 |
| May 11, 2026 | 3 | 1 | 2 | 1 | 2 | 2 | 11 |
| May 4, 2026 | 3 | 3 | 1 | 3 | — | 3 | 13 |
| April 27, 2026 | — | 1 | 1 | — | — | 3 | 5 |
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 (161 links)
Direct 85%OTA 14%Other 1%
Week-by-week
November 2, 20262 links / 3 mentions
October 19, 20264 links / 6 mentions
October 12, 20264 links / 4 mentions
October 5, 20261 links / 1 mentions
September 28, 20264 links / 4 mentions
September 21, 20264 links / 4 mentions
September 7, 20261 links / 1 mentions
August 31, 202610 links / 10 mentions
August 24, 20264 links / 4 mentions
August 17, 20266 links / 6 mentions
August 10, 20265 links / 5 mentions
August 3, 20266 links / 6 mentions
July 27, 20269 links / 9 mentions
July 20, 20268 links / 8 mentions
July 13, 202610 links / 10 mentions
July 6, 20265 links / 5 mentions
June 29, 202610 links / 10 mentions
June 22, 20265 links / 5 mentions
June 15, 20264 links / 4 mentions
June 8, 20268 links / 8 mentions
June 1, 20265 links / 5 mentions
May 25, 20268 links / 8 mentions
May 18, 20269 links / 9 mentions
May 11, 202611 links / 11 mentions
May 4, 202613 links / 13 mentions
April 27, 20265 links / 5 mentions
Direct (own site + chain page) OTA Other