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AI Observatory · Italian tourism

Italy/Snow/Toscana

Snow · Toscana

01The places

Most named places in Toscana

From the region's comparison questions: how many answers propose each place as a destination. Places named only as a reference ("near Florence") do not count. The arrow marks places where we also measure hotels.

  1. 1Abetoneresort82%±——
  2. 2Doganaccia 2000ski area80%±——
  3. 4Zum Zeriski area62%±——
  4. 5Casone di Profecchiaski area54%±——
  5. 6Caregginetown42%±——
  6. 7Cutiglianovillage16%±——
  7. 8Garfagnanaarea12%±——
  8. 9Val di Luceski area12%±——
  9. 10Cutigliano–Doganacciaski area10%±——
  10. 10Passo delle Radiciski area10%±——
  11. 12Consorzio Impianti di Risalita Abetone Multipassski area8%±——
  12. 13Doganaccia di Cutiglianoresort6%±——
  13. 14Zum Zeri–Passo Due Santiski area4%±——

Hotels measured inArea Sciistica Abetone Monte AmiataMonte Fumaiolo

Engine by engine

The top ten places: in how many answers each engine suggests them. Percentages don't add up to 100: each one says in how many answers that item appears, and one answer names more than one.

PlaceAll enginesChatGPTCopilotGeminiGrokPerplexity
Abetone 82% ±— —60%60%90%100%100%
Doganaccia 2000 80% ±— —90%100%60%100%50%
Monte Amiata 78% ±— —100%0%90%100%100%
Zum Zeri 62% ±— —90%0%100%100%20%
Casone di Profecchia 54% ±— —70%0%60%90%50%
Careggine 42% ±— —30%0%50%90%40%
Cutigliano 16% ±— —0%80%0%0%0%
Garfagnana 12% ±— —0%0%40%20%0%
Val di Luce 12% ±— —0%0%30%0%30%
Cutigliano–Doganaccia 10% ±— —0%0%0%0%50%
02Who tells the story

Who tells this destination's story

Every time AI answers about Toscana it cites sources. When it cites a middleman instead of the official site, the destination is told by those who profit from it.

Out of 100 cited sources

  • DMO22%
  • Hotel2%
  • OTA6%
  • Other sources70%

Other sources, 70%: of which

Item by item, out of all cited sources: together they add up to the other sources' share. Next to each, the most cited sites.

  • Private tourism portals18%Tuscany Planet · IT'S TUSCANY · Toscana.info
  • Maps and apps14%Google Maps · Outdooractive
  • Transport and services12%Skiinfo · Skiresort.com · OnTheSnow.co.uk
  • Newspapers and magazines11%SiViaggia · L'Eco di Toscana · Firenze Ora
  • Hotel listings3%Relais Toscana
  • Travel blogs3%This Tuscan Life · In 3 Giorni · The Greta Escape
  • Real estate and holiday homes3%FineTuscany
  • Attractions and activities3%RHIZ · Cimone Sci · Corno alle Scale
  • Guidebooks and encyclopedias1%Touring Club Italiano · Rick Steves
  • Social and video1%Facebook · Instagram
  • Unclassified<1%

DMO by DMO, engine by engine

Across the category questions in Toscana, except those about hotels: in how many answers AI cites a DMO site as a source. The first row is the DMO covering the region most.

DMOAll enginesChatGPTCopilotGeminiGrokPerplexity
Visit Tuscany regional52% ±— —93%0%53%53%60%
Italia.it national45% ±— —67%0%60%33%67%
Visit Pistoia municipal13% ±— —0%0%13%20%33%
Comune di Abetonecutigliano municipal8% ±— —33%0%0%0%7%
03The sources

How many answers include DMOs and hotels

Across the category questions in the region, except those about hotels: the share of answers citing at least one DMO, and the share citing a hotel's website.

DMO
69%
of answers cite at least one DMO ±—
Hotel
9%
of answers cite a hotel's own site ±—
OTA
23%
of answers cite an OTA ±—
Other sources
75%
of answers cite guides, media, blogs ±—

out of 150 answers

Engine by engine

How many answers of each engine cite a DMO and a hotel's own site.

DMOHotel
ChatGPT100%0%Copilot0%40%Gemini73%0%Grok73%0%Perplexity100%7%

For comparison: OTAs

The intermediaries AI cites instead of DMOs and hotels: Booking, Tripadvisor, Expedia, Google Hotels.

  1. 1Tripadvisor15%±——
  2. 2Google Hotels8%±——
  3. 3Bed-and-Breakfast.it7%±——
04The questions

The questions · Toscana

The questions we ask every month, each backed by a real Google search. Under each: the places AI names most, and how many answers cite a DMO or a hotel's website.

EN

what are the best ski resorts in Tuscany?

Search: ski resorts tuscany · 1,800 Google searches a year

  1. 1Doganaccia 200076%
  2. 2Monte Amiata76%
  3. 3Abetone72%

DMO 76%Hotel 4%

IT

quali sono le migliori località sciistiche in Toscana?

Search: sciare in toscana · 3,000 Google searches a year

  1. 1Abetone92%
  2. 2Doganaccia 200084%
  3. 3Monte Amiata80%

DMO 72%Hotel 20%

05The answers

What AI answers, in full

One question, and each engine's answer on the first of the 5 runs. Highlighted names are the ones we count; below the text, the cited sources.

We asked

«what are the best ski resorts in Tuscany?»

ChatGPT · gpt-5-6


If you mean ski resorts actually within Tuscany, the choices are relatively limited compared with the Alps-but there are a few worthwhile ones.

⛷️ Main Tuscan ski resorts

  1. Consorzio Impianti di Risalita Abetone Multipass - Abetone-Val di Luce

    • Best all-around option in Tuscany
    • About 50 km of pistes and 17 lifts, making it the largest ski area in central Italy.
    • Runs range from beginner slopes to more demanding pistes.
    • Good choice for a proper ski weekend, families, mixed ability groups, and snowboarders.
    • The area reaches roughly 1,200-1,950 m.
    • The scenery is particularly attractive, with the possibility of views toward the Tuscan coast/archipelago on clear days.
  2. Doganaccia 2000 - near Cutigliano

    • Smaller and more relaxed than Abetone.
    • Around 15+ km of slopes according to Tuscany's tourism authority.
    • Particularly appealing if you're looking for a less crowded, family-friendly mountain day rather than a large ski domain.
    • It's also good for snowshoeing.
  3. Mt Amiata - Monte Amiata

    • Best choice in southern Tuscany.
    • Around 12 km of pistes and 8 lifts, with runs for different ability levels.
    • Beautiful setting in the huge beech forests of Monte Amiata.
    • Convenient if you're combining skiing with Val d'Orcia, Montalcino, Pienza or Siena.
    • Snow conditions can be more variable than at higher Alpine resorts.
  4. Garfagnana - Casone di Profecchia / Careggine

    • Much smaller operations.
    • Casone di Profecchia is particularly suited to beginners, while Careggine has only a handful of short pistes.
    • I'd consider these more for a local snow experience or beginner outing than a dedicated ski holiday.

My practical take

If you want... Look at
🎿 Most skiing / biggest area Abetone-Val di Luce
👨‍👩‍👧 Family & relaxed weekend Doganaccia
🍷 Skiing + southern Tuscany/Val d'Orcia Monte Amiata
🏔️ Small, quiet mountain experience Garfagnana

One important caveat: Tuscany's resorts are relatively low compared with the Dolomites or Alps, so snow reliability can vary considerably by season. For a dedicated ski trip, Abetone-Val di Luce is the obvious place to start; for a Tuscan vacation with some skiing, Monte Amiata can be particularly appealing.

If you're starting from Perugia, I can also compare Abetone vs. Monte Amiata vs. nearby Umbrian/Emilian resorts by driving time, piste size, snow reliability, and family-friendliness.

The map cards ChatGPT shows
Name Score Category Address Phone
Consorzio Impianti di Risalita Abetone Multipass ⭐ 4.1/5 (1347) Ski resort Via Brennero, 502, 51024 Abetone PT, Italy +39057360557
Doganaccia 2000 ⭐ 4.4/5 (1505) Ski resort Viale dei Cacciatori, 6, 51024 Doganaccia PT, Italy +390573629391
Mt Amiata ⭐ 4.6/5 (1164) Volcano 58033 Abbadia San Salvatore, Province of Siena, Italy -

Cited sourcesVisit TuscanyItalia.it

The engine's original text, without links. Other runs of the same question may answer differently: that is why we run it 5 times.