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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.
Hotel Villa Franca Positano
How 6 AI assistants recommend this property. Week of November 2, 2026. Tracked for 20 weeks.
Latest edition
3
mentions across 6 AIs
Peak
15
best week
Mentioning AIs
1/6
latest edition
Total links
85
all time
Location
Viale Pasitea, 318, 84017 Positano SA, Italy
PROMPTS
Where this hotel showed up
Each prompt below resolved to Hotel Villa Franca Positano at least once. The "reason" is the AI's own one-line explanation when it returned the hotel in structured form.
“boutique hotels in Positano, Amalfi Coast”Amalfi Coast, US6 of 6 AIs21 weeks44 quotes
“boutique hotels in Positano, Amalfi Coast”
Amalfi Coast, US6 of 6 AIs21 weeks44 quotes
ChatGPT · 11-02
“Contemporary Italian design boutique hotel with a spectacular rooftop pool and panoramic views for sophisticated travelers.”
ChatGPT · 10-19
“A stylish five-star property with a rooftop pool and contemporary design, well suited to an upscale or special-occasion stay.”
ChatGPT · 10-05
“A contemporary five-star boutique hotel offering striking sea-and-town views, modern Italian design, and a rooftop setting.”
ChatGPT · 09-28
“A refined five-star boutique hotel offering contemporary Italian design, panoramic views, and a spectacular rooftop terrace.”
ChatGPT · 09-21
“A contemporary boutique luxury hotel perched above Positano with striking sea-and-town views, modern Italian design, and a rooftop pool.”
ChatGPT · 08-17
“A design-forward boutique hotel combining contemporary Italian interiors with a panoramic rooftop and refined luxury.”
“hotels in Amalfi Coast with rooftop pool”Amalfi Coast, US5 of 6 AIs21 weeks34 quotes
“hotels in Amalfi Coast with rooftop pool”
Amalfi Coast, US5 of 6 AIs21 weeks34 quotes
ChatGPT · 11-02
“Offers a 360° rooftop pool experience with stunning views over Positano, matching the rooftop pool request.”
ChatGPT · 10-12
“A stylish hilltop hotel with a rooftop pool and sky bar overlooking Positano and the sea.”
Google AI Mode · 10-05
“Hotel Villa Franca features a stunning rooftop sky pool and bar area perched high above Positano with panoramic Mediterranean views.”
ChatGPT · 09-28
“A luxury Positano hotel with a rooftop pool and panoramic views over the town and Mediterranean.”
ChatGPT · 09-07
“Its signature rooftop terrace and pool provide spectacular 360-degree views over Positano and the sea.”
ChatGPT · 08-10
“Its rooftop pool and terrace are the hotel's signature feature, with dramatic views over Positano and the Mediterranean.”
“best hotels in Positano, Amalfi Coast”Amalfi Coast, US5 of 6 AIs15 weeks30 quotes
“best hotels in Positano, Amalfi Coast”
Amalfi Coast, US5 of 6 AIs15 weeks30 quotes
ChatGPT · 11-02
“A stylish boutique hotel with a spectacular rooftop pool and panoramic views of Positano.”
ChatGPT · 10-12
“A chic 5-star hillside hotel with a rooftop pool and sweeping views of Positano.”
ChatGPT · 09-21
“A contemporary boutique hotel high above Positano with panoramic views, rooftop amenities and modern Italian design.”
Copilot · 07-27
“Modern hilltop retreat with rooftop pool and sweeping views.”
ChatGPT · 07-27
“Modern luxury hotel with a rooftop pool, fine dining, and panoramic views over Positano.”
Google AI Mode · 07-27
“A chic, 5-star hotel offering a more modern, serene experience on the quieter side of town, featuring a stunning rooftop pool and spa.”
“luxury hotels in Amalfi Coast”Amalfi Coast, US2 of 6 AIs2 weeks2 quotes
“luxury hotels in Amalfi Coast”
Amalfi Coast, US2 of 6 AIs2 weeks2 quotes
Copilot · 07-27
“Modern boutique luxury with rooftop pool and stunning views over Positano.”
ChatGPT · 05-04
“A boutique 5-star hotel with stunning rooftop views, refined design, and a prime yet secluded Positano location.”
“hotels near Path of the Gods, Amalfi Coast”Amalfi Coast, US2 of 6 AIs2 weeks2 quotes
“hotels near Path of the Gods, Amalfi Coast”
Amalfi Coast, US2 of 6 AIs2 weeks2 quotes
Copilot · 07-27
“Stylish boutique hotel with rooftop pool and convenient location for exploring Positano and nearby trails.”
ChatGPT · 05-04
“An intimate, boutique hotel offering breathtaking views and easy access to the surrounding hiking trails.”
“best hotels in Amalfi Coast for couples”Amalfi Coast, US1 of 6 AIs1 week1 quote
“best hotels in Amalfi Coast for couples”
Amalfi Coast, US1 of 6 AIs1 week1 quote
ChatGPT · 10-05
“A stylish boutique hotel combining panoramic Positano views, contemporary Italian design, rooftop dining, and a romantic atmosphere.”
“best hotels in Amalfi Coast”Amalfi Coast, US1 of 6 AIs1 week1 quote
“best hotels in Amalfi Coast”
Amalfi Coast, US1 of 6 AIs1 week1 quote
ChatGPT · 06-29
“A boutique luxury hotel featuring a rooftop pool, Michelin-starred dining, and sweeping views of Positano.”
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 | 1 | — | — | — | — | — | 1 |
| October 12, 2026 | 2 | — | — | — | — | — | 2 |
| October 5, 2026 | 2 | — | — | — | — | 1 | 3 |
| September 28, 2026 | 2 | — | — | — | — | — | 2 |
| September 21, 2026 | 2 | — | — | — | — | — | 2 |
| July 27, 2026 | 3 | — | — | — | 3 | 2 | 8 |
| July 20, 2026 | 2 | — | — | — | — | — | 2 |
| July 13, 2026 | 2 | — | — | — | — | — | 2 |
| July 6, 2026 | — | — | — | — | 2 | — | 2 |
| June 29, 2026 | 2 | — | — | — | — | 2 | 4 |
| June 22, 2026 | 2 | — | — | — | — | 2 | 4 |
| June 15, 2026 | 3 | 3 | — | — | — | 2 | 8 |
| June 8, 2026 | 2 | — | — | — | — | — | 2 |
| June 1, 2026 | 2 | — | — | — | — | — | 2 |
| May 25, 2026 | 2 | — | — | — | — | 2 | 4 |
| May 18, 2026 | — | 3 | — | 2 | — | 2 | 7 |
| May 11, 2026 | — | 2 | — | — | 2 | — | 4 |
| May 4, 2026 | 4 | 3 | 1 | 4 | — | 3 | 15 |
| April 27, 2026 | 3 | — | — | 2 | 1 | 2 | 8 |
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 (85 links)
Direct 82%OTA 12%Other 6%
Week-by-week
November 2, 20263 links / 3 mentions
October 19, 20261 links / 1 mentions
October 12, 20262 links / 2 mentions
October 5, 20263 links / 3 mentions
September 28, 20262 links / 2 mentions
September 21, 20262 links / 2 mentions
July 27, 20268 links / 8 mentions
July 20, 20262 links / 2 mentions
July 13, 20262 links / 2 mentions
July 6, 20262 links / 2 mentions
June 29, 20264 links / 4 mentions
June 22, 20264 links / 4 mentions
June 15, 20268 links / 8 mentions
June 8, 20262 links / 2 mentions
June 1, 20262 links / 2 mentions
May 25, 20264 links / 4 mentions
May 18, 20267 links / 7 mentions
May 11, 20264 links / 4 mentions
May 4, 202615 links / 15 mentions
April 27, 20268 links / 8 mentions
Direct (own site + chain page) OTA Other