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AI Visibility Index · September 2026

Restaurants in Florence that AI assistants recommend

We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for restaurants in Florence, three times each, in Italian, and counted who they named. These are the businesses named in two or more of the 36 answers.

Check whether AI names youSee the ranking

Names are printed as the assistants wrote them. We have not checked that any of them is good, open, or real.

Restaurants · Florence
50%of answers named Enoteca Pinchiorri
Answers
36
Businesses named
40
Named only once
12
Named by 2+ assistants
20 of 28
Named again on a rerun
67%

Edition September 2026. Download the data

Asked for restaurants in Florence, ChatGPT, Claude and Gemini most often named Enoteca Pinchiorri (50% of answers), Ora d'Aria (47%) and Cibrèo (44%). Across 36 answers they named 40 different businesses, 12 of them only once. Each of four buyer questions was asked three times, in Italian, in September 2026.

The ranking

The AI Recommendation Rate is the fraction of the 36 answers that named a business. The range under it is a 95% confidence interval: where two ranges overlap, the gap between those businesses could be chance.

Restaurants in Florence named by AI assistants, September 2026
#BusinessAI Recommendation RateChatGPTClaudeGeminiQuestionsAvg. position
1Enoteca PinchiorriIs this your business?50%95%: 35 to 66%50%50%50%2 of 41.1
2Ora d'AriaAlso written Ora d’Aria, Ristorante Ora d'AriaIs this your business?47%95%: 32 to 63%17%75%50%3 of 43.9
3CibrèoAlso written Cibrèo Ristorante & Cocktail Bar, Cibrèo Trattoria, Cibreo, Cibrèo RistoranteIs this your business?44%95%: 30 to 60%8%83%42%4 of 44.4
4Trattoria MarioIs this your business?42%95%: 27 to 58%25%50%50%2 of 42.6
5Trattoria SostanzaAlso written SostanzaIs this your business?42%95%: 27 to 58%42%33%50%2 of 42.8
6Il PalagioIs this your business?33%95%: 20 to 50%33%42%25%3 of 43.4
7Il LatiniIs this your business?28%95%: 16 to 44%25%42%17%3 of 44
8Trattoria CammilloAlso written CammilloIs this your business?28%95%: 16 to 44%42%33%8%3 of 44.7
9La GiostraIs this your business?25%95%: 14 to 41%8%25%42%2 of 43.4
10Osteria dell'EnotecaIs this your business?22%95%: 12 to 38%0%42%25%2 of 43.8
11Buca LapiIs this your business?22%95%: 12 to 38%0%17%50%3 of 43.9
12Il Santo BevitoreIs this your business?22%95%: 12 to 38%0%17%50%2 of 44.3
13Trattoria Da BurdeAlso written Trattoria da Burde, Da BurdeIs this your business?19%95%: 10 to 35%17%17%25%1 of 43
14Santa ElisabettaIs this your business?14%95%: 6 to 29%42%0%0%2 of 42
15Buca MarioAlso written Ristorante Buca MarioIs this your business?14%95%: 6 to 29%0%42%0%3 of 44.4
16Borgo San JacopoIs this your business?11%95%: 4 to 25%0%8%25%1 of 42
17Osteria di GiovanniIs this your business?11%95%: 4 to 25%0%8%25%2 of 43
18La Bottega del Buon CaffèIs this your business?11%95%: 4 to 25%0%8%25%1 of 44.3
19Trattoria 4 LeoniAlso written 4 LeoniIs this your business?11%95%: 4 to 25%0%8%25%1 of 47
20Trattoria Za ZaIs this your business?8%95%: 3 to 22%0%8%17%1 of 44.3
21All'Antico VinaioAlso written Antico VinaioIs this your business?8%95%: 3 to 22%0%17%8%2 of 46.7
22I' Girone De' GhiottiIs this your business?8%95%: 3 to 22%0%0%25%1 of 47.3
23Trattoria SabatinoIs this your business?6%95%: 2 to 18%8%8%0%1 of 43.5
24La Leggenda dei FratiIs this your business?6%95%: 2 to 18%0%17%0%1 of 44.5
25Gucci Osteria da Massimo BotturaIs this your business?6%95%: 2 to 18%0%0%17%1 of 46
26Osteria delle Tre PancheIs this your business?6%95%: 2 to 18%0%17%0%1 of 46
27Regina BisteccaIs this your business?6%95%: 2 to 18%0%0%17%1 of 46.5
28Trattoria 13 GobbiIs this your business?6%95%: 2 to 18%0%0%17%1 of 46.5

Each assistant column is the share of that assistant's own answers. Questions counts how many of the four produced the name at least once; position is where it came in the answer's list, 1 being first. 12 more names came up in a single answer and are counted above but not listed.

Is this your business?

See what the assistants say about your business today. The free checker asks ChatGPT, Claude, Gemini and Grok two of the Index questions for this category, with the category and the place already filled in, and shows every answer word for word. About 30 seconds, no sign-up.

Check your businessNamed above? Add the badgeWhat the audit does

What each assistant said

The same questions, the same number of times, and often different names. Each column is one assistant's top five from the ranking above, with the share of its own answers that named them.

#ChatGPTClaudeGemini
1Enoteca Pinchiorri50%Cibrèo83%Enoteca Pinchiorri50%
2Trattoria Sostanza42%Ora d'Aria75%Ora d'Aria50%
3Trattoria Cammillo42%Enoteca Pinchiorri50%Trattoria Mario50%
4Santa Elisabetta42%Trattoria Mario50%Trattoria Sostanza50%
5Il Palagio33%Il Palagio42%Buca Lapi50%

Named here? Put it on your site

Every business in the ranking was named in two or more answers. The badge says that and nothing more: no position, because the ranges above do not support one. It links back to this page, so anyone can check.

Correct or remove a listing
Named by AI assistants: Restaurants in Florence, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/restaurants/florence"><img src="https://aigrow.gg/badges/index/2026-09/restaurants/florence.svg" width="312" height="100" alt="Named by AI assistants: Restaurants in Florence, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant, in Italian. The English under each is our translation. The prompt is the one the free scan uses. No web search, no location and no chat history, so every answer starts from the same place.

  1. 1Qual è il miglior ristorante a Firenze?What is the best restaurant in Florence?
  2. 2Cerco un ristorante a Firenze per una cena speciale. Quale mi consigli?I'm looking for a restaurant in Florence for a special dinner. Which would you recommend?
  3. 3Quali sono i ristoranti a Firenze consigliati dalla gente del posto?Which restaurants in Florence do the locals recommend?
  4. 4Dove mi consigli di portare un cliente per un pranzo di lavoro a Firenze?Where should I take a client for a business lunch in Florence?

How to read this page

The full method
What it measures
Which names these models produce when asked cold, from what they learned in training. It is not a review, a rating or our recommendation, and a business missing here may simply be one the models were never shown.
Why the ranges matter
36 answers is a sample. Asked again next month, most shares will move by a few points; the ranges say how far they could move by chance alone.
One business, several spellings
Branches, legal suffixes and spellings of one business are merged, and the other spellings are printed under its name. Names that might be two businesses are kept apart.
A name is wrong
If a business here is closed, misnamed or yours and you want it removed, tell us. We correct or remove it when the page is next published.

Where the assistants look

The sites read most often, with web search on, before the assistants answer about this category in Italy. From the AI Source Map: 8 answers.

See every site for this category
michelin.com
Read in 88% of the answers
reddit.com
Read in 88% of the answers
wikipedia.org
Read in 88% of the answers

Elsewhere in the Index

Restaurants elsewhere
BolognaMilanNaplesRomeTurinVerona
Also in Florence
DentistsLawyersAccountantsPlumbersGymsReal estate agencies

Is your business on this list?

The free scan asks the same assistants the questions your customers ask, scores whether they name you, and lists who they name instead.

Run the free AI scanRead the method

Edition September 2026 · published by Guglielmo Paesano, founder of AIGROW · data under CC BY 4.0