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.
Villa San Michele, A Belmond Hotel, Florence
How 6 AI assistants recommend this property. Week of November 2, 2026. Tracked for 15 weeks.
Latest edition
3
mentions across 6 AIs
Peak
5
best week
Mentioning AIs
1/6
latest edition
Total links
43
all time
Location
Via Doccia, 4, 50014 Fiesole FI, Italy
PROMPTS
Where this hotel showed up
Each prompt below resolved to Villa San Michele, A Belmond Hotel, Florence at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“luxury hotels in Florence”Florence, US6 of 6 AIs26 weeks56 quotes
“luxury hotels in Florence”
Florence, US6 of 6 AIs26 weeks56 quotes
ChatGPT · 11-02
“A hillside 15th-century monastery in Fiesole with panoramic views and an infinity pool suits a romantic luxury escape.”
ChatGPT · 10-19
“Former monastery in the hills above Florence with terraced gardens and panoramic city views for a special occasion.”
ChatGPT · 10-12
“A romantic former monastery in the hills above Florence with terraced gardens, a pool, and sweeping city views.”
Copilot · 09-28
“A converted 15th-century monastery offering panoramic views of Florence and exceptional luxury service.”
ChatGPT · 09-28
“A historic former monastery above Florence offering a secluded Tuscan villa experience with gardens, panoramic views, and a pool.”
ChatGPT · 09-21
“A former 15th-century monastery above Florence featuring terraced gardens, panoramic views, and a pool.”
“best hotels in Florence”Florence, US4 of 6 AIs13 weeks17 quotes
“best hotels in Florence”
Florence, US4 of 6 AIs13 weeks17 quotes
ChatGPT · 11-02
“A breathtaking former monastery in the hills above Florence with panoramic views and terraced gardens.”
ChatGPT · 10-12
“A former monastery above Florence with terraced gardens, an infinity pool, and sweeping views, ideal for a romantic escape.”
ChatGPT · 10-05
“A romantic Renaissance retreat above Florence with panoramic views, terraced gardens, a pool, spa, and a peaceful resort-like atmosphere.”
Copilot · 09-28
“An elegant converted monastery offering panoramic views of Florence and refined Italian charm.”
ChatGPT · 09-28
“A romantic hillside retreat with Renaissance character, terraced gardens, panoramic Florence views, and a pool.”
ChatGPT · 09-21
“A spectacular former monastery in the hills above Florence with panoramic city views, gardens, and a tranquil resort atmosphere.”
“best hotels in Florence for couples”Florence, US4 of 6 AIs12 weeks14 quotes
“best hotels in Florence for couples”
Florence, US4 of 6 AIs12 weeks14 quotes
ChatGPT · 11-02
“Set in the hills with spectacular sunset views, gardens and terraces, it offers the privacy and tranquillity couples wanting scenery desire.”
ChatGPT · 10-19
“A secluded hilltop retreat with terraced gardens, panoramic views, a pool, and spa, perfect for a slower romantic escape.”
ChatGPT · 10-05
“A spectacular hillside retreat in a former monastery with gardens, panoramic Florence views, a spa, and an especially romantic atmosphere.”
Copilot · 10-05
“Converted monastery with breathtaking hilltop views, perfect for couples seeking a unique romantic retreat.”
ChatGPT · 09-21
“Its former monastery setting above Florence, gardens, and panoramic views provide a secluded and memorable couples experience.”
ChatGPT · 09-14
“This historic hillside retreat offers sweeping Florence views, beautiful gardens, and a secluded atmosphere that is ideal for special occasions.”
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 | 3 | — | — | — | — | — | 3 |
| October 19, 2026 | 2 | — | — | — | — | — | 2 |
| October 12, 2026 | 2 | — | — | — | — | — | 2 |
| October 5, 2026 | 2 | — | — | — | — | — | 2 |
| September 28, 2026 | 2 | — | — | — | 2 | — | 4 |
| September 21, 2026 | 3 | — | — | — | — | — | 3 |
| September 14, 2026 | 3 | — | — | — | — | — | 3 |
| September 7, 2026 | 3 | — | — | — | 2 | — | 5 |
| August 10, 2026 | — | — | — | — | 2 | — | 2 |
| June 22, 2026 | 2 | — | — | — | — | 2 | 4 |
| June 8, 2026 | 2 | — | — | — | — | — | 2 |
| June 1, 2026 | — | — | — | — | — | 2 | 2 |
| May 25, 2026 | 3 | — | — | — | 2 | — | 5 |
| May 11, 2026 | — | 2 | — | — | — | — | 2 |
| April 27, 2026 | — | — | — | 1 | 1 | — | 2 |
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 (43 links)
Direct 100%
Week-by-week
November 2, 20263 links / 3 mentions
October 19, 20262 links / 2 mentions
October 12, 20262 links / 2 mentions
October 5, 20262 links / 2 mentions
September 28, 20264 links / 4 mentions
September 21, 20263 links / 3 mentions
September 14, 20263 links / 3 mentions
September 7, 20265 links / 5 mentions
August 10, 20262 links / 2 mentions
June 22, 20264 links / 4 mentions
June 8, 20262 links / 2 mentions
June 1, 20262 links / 2 mentions
May 25, 20265 links / 5 mentions
May 11, 20262 links / 2 mentions
April 27, 20262 links / 2 mentions
Direct (own site + chain page) OTA Other