Marketing agencies
Brussels FR/NL, Luxembourg FR/EN/DE, Paris FR/EN
The languages compared in one city, without web search, then with it.
See the Marketing agencies pageLocal AI visibility: what ChatGPT, Gemini, Claude and Perplexity recommend, city by city, language by language
I asked 7 AIs the same questions in four cities, in each language of the city. Change the language and the names often change. Measured on 29 October 2026, one month after the first measurement (24 to 30 September).
Paris
French, English
- French
- English
Century 21
- français21 of 56
- anglais24 of 56
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| Century 21 | français | 21 | 56 |
| Century 21 | anglais | 24 | 56 |
Century 21: 38% (21 of 56); Century 21: 43% (24 of 56)
See the Paris pageBrussels
French, Dutch, English
- French
- Dutch
- English
Yago
- français21 of 56
- néerlandais14 of 56
- anglais8 of 56
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| Yago | français | 21 | 56 |
| Yago | néerlandais | 14 | 56 |
| Yago | anglais | 8 | 56 |
Yago: 38% (21 of 56); Yago: 25% (14 of 56); Yago: 14% (8 of 56)
See the Brussels pageLuxembourg
French, English, German
- French
- English
- German
M-Brokers
- français19 of 55
- anglais14 of 56
OCA
- français14 of 55
- anglais17 of 56
M-Brokers and OCA
- allemand10 of 55
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| M-Brokers | français | 19 | 55 |
| M-Brokers | anglais | 14 | 56 |
| OCA | français | 14 | 55 |
| OCA | anglais | 17 | 56 |
| M-Brokers and OCA | allemand | 10 | 55 |
M-Brokers: 35% (19 of 55); OCA: 30% (17 of 56); M-Brokers and OCA: 18% (10 of 55). M-Brokers and OCA: 10 of 55 in German. M-Brokers: 19 of 55 in French, 14 of 56 in English.
See the Luxembourg pageMontréal
French, English
- French
- English
KBD Insurance
- français11 of 56
- anglais21 of 56
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| KBD Insurance | français | 11 | 56 |
| KBD Insurance | anglais | 21 | 56 |
KBD Insurance: 20% (11 of 56); KBD Insurance: 38% (21 of 56)
See the Montréal pageLocal studies
Which directory the AIs cite in each language: Brussels, Luxembourg, Montréal
In Brussels, the AIs cite Golden Pages in English, Gouden Gids in Dutch and comparison sites in French. In Luxembourg, Editus in all three languages. The counts, by city, profession and language.
These are the AIs’ answers, not a quality ranking. A business missing from these lists can be excellent. That is exactly the problem.
First name cited, by profession, city and language
First name cited, with web search. Question 3 is the direct question, for example “Which dentists in Paris, France are considered the best for my routine dental care?”; the 8 questions of the Presence angle count all answers received.
Dentists
| City | Language | Question 3 | The 8 questions of the Presence angle |
|---|---|---|---|
| Paris | French | 3 names not published (identities not confirmed) tied, 2 of 7 | 1 name not published (identity not confirmed), 12 of 56 |
| Paris | English | Cabinet dentaire de l’Avenue, Paris Dental Studios, 1 name not published (identity not confirmed) tied, 2 of 6 | 1 name not published (identity not confirmed), 14 of 55 |
| Brussels | French | Cabinet dentaire Louise, Cabinet dentaire Peris, Nacar Dental Clinic tied, 2 of 7 | Doctoranytime, 6 of 56 |
| Brussels | Dutch | 32 names tied, 1 of 7 | Brussels Dental, 10 of 56 |
| Brussels | English | 6 names tied, 2 of 7 | Brussels Dental, 15 of 56 |
| Luxembourg | French | Ares Dental, Centre Medico Dentaire de Luxembourg tied, 3 of 7 | Ares Dental, Doctena tied, 11 of 56 |
| Luxembourg | English | Ares Dental, 4 of 7 | Ares Dental, 16 of 56 |
| Luxembourg | German | Doctena, 3 of 7 | Ares Dental, 10 of 56 |
| Montréal | French | 4 names tied, 2 of 7 | Centre dentaire Parisloft, Oracare Dentist Downtown, Oralvie tied, 8 of 51 |
| Montréal | English | Oracare Dentist Downtown, 4 of 7 | Oracare Dentist Downtown Dentiste Montreal, 13 of 54 |
Lawyers
| City | Language | Question 3 | The 8 questions of the Presence angle |
|---|---|---|---|
| Paris | French | Maître Cécile AUBRY, Maître Eloïse PILI, Maître Karim KHITER tied, 2 of 7 | Barreau de Paris, 10 of 56 |
| Paris | English | Cabinet AS Avocats, 2 of 7 | Claire Menuet, 8 of 56 |
| Brussels | French | 21 names tied, 1 of 7 | Bureau d’aide juridique de Bruxelles, 13 of 56 |
| Brussels | Dutch | 21 names tied, 1 of 7 | Bureau voor Juridische Bijstand, 7 of 56 |
| Brussels | English | Delacroix & Partners, Kinside, Rawlings Giles tied, 2 of 7 | Kinside, 5 of 55 |
| Luxembourg | French | Lex Thielen & Partners, 2 of 7 | LENTZ-LEHNEN Avocats à la Cour, 7 of 56 |
| Luxembourg | English | LENTZ-LEHNEN, Valerie Dupong tied, 3 of 7 | LENTZ-LEHNEN Avocats à la Cour, 18 of 56 |
| Luxembourg | German | LENTZ-LEHNEN Avocats à la Cour, 5 of 7 | LENTZ-LEHNEN Avocats à la Cour, 16 of 56 |
| Montréal | French | Franklin & Franklin, 3 of 7 | Barreau du Québec, Service de référence du Barreau de Montréal tied, 11 of 55 |
| Montréal | English | Lavery, Robinson Sheppard Shapiro tied, 3 of 7 | Barreau du Québec, 12 of 56 |
Chartered accountants
| City | Language | Question 3 | The 8 questions of the Presence angle |
|---|---|---|---|
| Paris | French | Dougs, Extencia, Keobiz tied, 2 of 7 | Dougs, 12 of 56 |
| Paris | English | Hexaconto, 3 of 7 | In Extenso, 10 of 56 |
| Brussels | French | 5 names tied, 2 of 7 | BILLY, MPULSE Fiduciaire, PME-Conseils tied, 8 of 55 |
| Brussels | Dutch | Ascend accountant, 4 of 7 | Ascend accountant, 13 of 56 |
| Brussels | English | Finest Consult, 5 of 7 | Finest Consult, 23 of 56 |
| Luxembourg | French | 5 names tied, 2 of 7 | Atlas Fiduciaire, 9 of 56 |
| Luxembourg | English | Atlas Fiduciaire, 3 of 7 | Atlas Fiduciaire, 13 of 56 |
| Luxembourg | German | LuxFiduciaire, 3 of 7 | BDO Luxembourg, 10 of 55 |
| Montréal | French | Petrie Raymond, Therrien & Therrien CPA tied, 3 of 7 | Therrien & Therrien CPA, 12 of 56 |
| Montréal | English | A&S Financials, 4 of 7 | IBAN CPA, 14 of 55 |
Real estate agents
| City | Language | Question 3 | The 8 questions of the Presence angle |
|---|---|---|---|
| Paris | French | Century 21, 4 of 7 | Century 21, 21 of 56 |
| Paris | English | Century 21, 4 of 7 | Century 21, 24 of 56 |
| Brussels | French | 5 names tied, 3 of 7 | Engel & Völkers, 13 of 56 |
| Brussels | Dutch | Engel & Völkers, 6 of 7 | Engel & Völkers, 23 of 56 |
| Brussels | English | Engel & Völkers, 4 of 6 | Engel & Völkers, 22 of 54 |
| Luxembourg | French | EIRES Real Estate, 4 of 7 | Engel & Völkers Luxembourg, 21 of 56 |
| Luxembourg | English | Engel & Völkers Luxembourg, 5 of 7 | Engel & Völkers Luxembourg, 21 of 56 |
| Luxembourg | German | Engel & Völkers, 6 of 7 | Engel & Völkers Luxembourg, 28 of 56 |
| Montréal | French | Amy Assaad, Martin Dumont tied, 4 of 7 | Amy Assaad, RE/MAX, Royal LePage tied, 11 of 56 |
| Montréal | English | Amy Assaad, Behrooz Davani tied, 4 of 7 | Amy Assaad, 11 of 56 |
Insurance brokers
| City | Language | Question 3 | The 8 questions of the Presence angle |
|---|---|---|---|
| Paris | French | Brokins, Cabinet Boulard, Cap Assurances tied, 3 of 7 | Brokins, 9 of 56 |
| Paris | English | 6 names tied, 2 of 7 | GMAF, KN Patrimoine & Assurances, Zenith Assurance tied, 11 of 56 |
| Brussels | French | Yago, 5 of 7 | Van Ingelgem & Fils, Yago tied, 21 of 56 |
| Brussels | Dutch | Groupe DAP, Yago tied, 4 of 7 | Groupe DAP, 21 of 56 |
| Brussels | English | MB Consult, 4 of 7 | RGF Brussels, 18 of 56 |
| Luxembourg | French | M-Brokers, Weicker & Co tied, 4 of 7 | M-Brokers, 19 of 55 |
| Luxembourg | English | M-Brokers, OCA, Vanbreda Risk & Benefits tied, 3 of 7 | OCA, 17 of 56 |
| Luxembourg | German | OCA, 2 of 6 | M-Brokers, OCA tied, 10 of 55 |
| Montréal | French | Fort Assurances, Univesta tied, 3 of 7 | Fort Assurances, 12 of 56 |
| Montréal | English | KBD Insurance, LMBF Assurances, Univesta Assurances tied, 4 of 7 | KBD Insurance, 21 of 56 |
Method
8 questions for the Presence angle, 7 models, 2 modes, up to 56 answers per mode (the actual number is shown for each list). Failed answers are not counted.
Each figure has a measurement ID, available on request.
The method in detailFrequently asked questions
Does ChatGPT name my business in your city?
Not necessarily. Across the professions measured in your city, most businesses are not named in any answer. Those that are change with the language of the question. The Snapshot measures your business in your language and your city.
Why do the answers change with the language?
The AIs search different sources depending on the language: directories, media, websites. In your city, the sources cited in French, English and local languages are not the same. A business visible in one language can be missing in the other.
Which AIs are measured?
ChatGPT, Claude, Gemini, Grok, Perplexity and the other AIs of the panel, with and without web search, with 8 identical buyer questions for each profession.
Are these figures a quality ranking?
No. They are the AIs’ answers, measured on a given day. A business that is missing can be excellent. That is exactly the problem.
How do I get my business, or a client’s, measured?
The Snapshot: two targets (two languages, two cities or two personas), the full report with the actions and their proofs, and the second measurement 30 days later. See the Snapshot
You are named and want a correction or a removal? Write to gap@vectorgap.ai.
