Architects in Florence that AI assistants recommend
We asked ChatGPT, Claude and Gemini the four questions a buyer asks when looking for architects 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.
Names are printed as the assistants wrote them. We have not checked that any of them is good, open, or real.
- Answers
- 36
- Businesses named
- 23
- Named only once
- 12
- Named by 2+ assistants
- 6 of 11
- Named again on a rerun
- 59%
Edition September 2026. Download the data
Asked for architects in Florence, ChatGPT, Claude and Gemini most often named Archea Associati (69% of answers), Pierattelli Architetture (58%) and Q-Bic (56%). Across 36 answers they named 23 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.
| # | Business | AI Recommendation Rate | ChatGPT | Claude | Gemini | Questions | Avg. position |
|---|---|---|---|---|---|---|---|
| 1 | Archea AssociatiIs this your business? | 95%: 53 to 82% | 67% | 42% | 100% | 4 of 4 | 1.3 |
| 2 | Pierattelli ArchitettureIs this your business? | 95%: 42 to 73% | 83% | 0% | 92% | 4 of 4 | 2.1 |
| 3 | Q-BicAlso written Studio Q-Bic, Studio Q-bic, Q-bic Architetti, q-bic, Q-bic, Q-bic ArchitectsIs this your business? | 95%: 40 to 71% | 25% | 42% | 100% | 4 of 4 | 2.3 |
| 4 | Novembre StudioAlso written Fabio Novembre Studio, Fabio NovembreIs this your business? | 95%: 20 to 50% | 0% | 0% | 100% | 4 of 4 | 4 |
| 5 | MDU ArchitettiAlso written Studio MDU ArchitettiIs this your business? | 95%: 18 to 47% | 0% | 17% | 75% | 3 of 4 | 4.3 |
| 6 | Ipostudio ArchitettiAlso written IPOSTUDIO ArchitettiIs this your business? | 95%: 10 to 35% | 50% | 8% | 0% | 3 of 4 | 2.6 |
| 7 | Rizoma ArchitettureIs this your business? | 95%: 3 to 22% | 0% | 25% | 0% | 2 of 4 | 3.3 |
| 8 | Deferrari+ModestiIs this your business? | 95%: 2 to 18% | 17% | 0% | 0% | 2 of 4 | 2.5 |
| 9 | Studio BenaimIs this your business? | 95%: 2 to 18% | 17% | 0% | 0% | 2 of 4 | 2.5 |
| 10 | IF StudioIs this your business? | 95%: 2 to 18% | 0% | 17% | 0% | 2 of 4 | 3.5 |
| 11 | Simone Micheli Architectural HeroIs this your business? | 95%: 2 to 18% | 8% | 8% | 0% | 2 of 4 | 3.5 |
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.
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.
| # | ChatGPT | Claude | Gemini |
|---|---|---|---|
| 1 | Pierattelli Architetture83% | Archea Associati42% | Archea Associati100% |
| 2 | Archea Associati67% | Q-Bic42% | Q-Bic100% |
| 3 | Ipostudio Architetti50% | Rizoma Architetture25% | Novembre Studio100% |
| 4 | Q-Bic25% | MDU Architetti17% | Pierattelli Architetture92% |
| 5 | Deferrari+Modesti17% | IF Studio17% | MDU Architetti75% |
Claude named no business in 7 of its 12 answers.
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.
<a href="https://aigrow.gg/index/architects/florence"><img src="https://aigrow.gg/badges/index/2026-09/architects/florence.svg" width="312" height="100" alt="Named by AI assistants: Architects 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.
- 1Qual è il miglior architetto a Firenze?Who is the best architect in Florence?
- 2Voglio ristrutturare casa a Firenze. Quale architetto mi consigli?I want to renovate my house in Florence. Which architect would you recommend?
- 3Quale studio di architettura a Firenze è bravo a progettare case nuove?Which architecture firm in Florence is good at designing new homes?
- 4Quale architetto a Firenze mi consiglieresti per ristrutturare un appartamento?Which architect in Florence would you recommend for an apartment renovation?
How to read this page
- 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.
- archieinteriors.com
- Read in 88% of the answers
- wikipedia.org
- Read in 88% of the answers
- reddit.com
- Read in 63% of the answers
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.
Edition September 2026 · published by Guglielmo Paesano, founder of AIGROW · data under CC BY 4.0