What the AIs recommend in Paris, in French and in English
I asked 7 AIs (ChatGPT, Claude, Gemini, Perplexity, Grok, Mistral, Muse Spark) 8 identical buyer questions from the Presence angle, for 5 professions in Paris.
Each question twice: first without web search, then with web search (Perplexity only answers with web search). And in each language of the city.
Here are the businesses they name.
Measured on 29 October 2026, one month after the first measurement (24 September; 30 September for Montréal).

- 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)
These are the AIs’ answers, not a quality ranking. A business missing from these lists can be excellent. That is exactly the problem.
Dentists in Paris
Same question, another language
Dentists in Paris, with web search. The business in the lead in each language, and its answers in the other languages, out of answers received, for 8 questions of the Presence angle, including “Which dentists in Paris, France are considered the best for my routine dental care?”
With web search
- French
- English
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|
Named in every language: 23
- Paris Dental Studios : French 10 of 56", "English 12 of 55
- Cabinet dentaire de l’Avenue : French 5 of 56", "English 5 of 55
- Centre de Santé du Square de la Mutualité : French 3 of 56", "English 2 of 55
- Dentego : French 4 of 56", "English 1 of 55
- Dentylis : French 1 of 56", "English 4 of 55
- Sana Oris : French 1 of 56", "English 3 of 55
17 names not published (identities not confirmed).
Only in French, named at least twice
38 others named in a single answer, out of 71 names cited in French.
Only in English, named at least twice
- Madeleine Dental Practice : English 2 of 55
36 others named in a single answer, out of 67 names cited in English.
Without web search
- French
- English
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|
Named in every language: 21
- Dentego : French 15 of 48", "English 12 of 48
- Cabinet Dentaire Madeleine : French 1 of 48", "English 1 of 48
19 names not published (identities not confirmed).
Only in French, named at least twice
29 others named in a single answer, out of 53 names cited in French.
Only in English, named at least twice
38 others named in a single answer, out of 63 names cited in English.
The ten most cited names, by language
In French
One of the 8 questions of the Presence angle: “Quels dentistes à Paris, France sont les meilleurs pour mes soins dentaires de routine ?”
With web search
56 answers received out of 56.
Local businesses
Networks and chains
- DentegoBadge4 of 56
6 noms non publiés (identités non confirmées).
And 1 other name tied at 3 of 56.
Without web search
48 answers received out of 56.
Networks and chains
- DentegoBadge15 of 48
9 noms non publiés (identités non confirmées).
And 1 other name tied at 2 of 48.
In English
One of the 8 questions of the Presence angle: “Which dentists in Paris, France are considered the best for my routine dental care?”
With web search
55 answers received out of 56.
Local businesses
6 noms non publiés (identités non confirmées).
And 10 other names tied at 2 of 55.
Without web search
48 answers received out of 56.
Networks and chains
- DentegoBadge12 of 48
9 noms non publiés (identités non confirmées).
And 53 other names tied at 1 of 48.
Lawyers in Paris
Same question, another language
Lawyers in Paris, with web search. The business in the lead in each language, and its answers in the other languages, out of answers received, for 8 questions of the Presence angle, including “Which lawyers in Paris, France would you consider the best for someone like me with a personal legal matter?”
With web search
- French
- English
Barreau de Paris
- français10 of 56
- anglais6 of 56
Claire Menuet
- français0 of 56
- anglais8 of 56
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| Barreau de Paris | français | 10 | 56 |
| Barreau de Paris | anglais | 6 | 56 |
| Claire Menuet | français | 0 | 56 |
| Claire Menuet | anglais | 8 | 56 |
Named in every language: 8
- Barreau de Paris : French 10 of 56", "English 6 of 56
- Justifit : French 5 of 56", "English 2 of 56
- Conseil national des barreaux : French 3 of 56", "English 3 of 56
- Avocat.fr : French 3 of 56", "English 1 of 56
- DAF Darmon Avocats Famille : French 2 of 56", "English 1 of 56
- Cabinet Sophia Binet Avocat : French 1 of 56", "English 1 of 56
- Ordre des avocats de Paris : French 1 of 56", "English 1 of 56
- Points-justice : French 1 of 56", "English 1 of 56
Only in French, named at least twice
- Maître Karim KHITER : French 5 of 56
- Maître Cécile AUBRY : French 3 of 56
- Maître Francis TISSOT : French 3 of 56
- Annuaire officiel du Barreau de Paris : French 2 of 56
- Avostart : French 2 of 56
- Cabinet Romain Omer : French 2 of 56
- Maître Eloïse PILI : French 2 of 56
- Maître Marie-Christine Janier : French 2 of 56
- Maître Tarik ABBAS : French 2 of 56
- Martin Laviolette Avocats : French 2 of 56
and 1 other named at least twice"; "58 others named in a single answer, out of 77 names cited in French.
Only in English, named at least twice
- Claire Menuet : English 8 of 56
- Cabinet AS Avocats : English 5 of 56
- Avocat Grégoire : English 4 of 56
- Laurence Mayer : English 4 of 56
- Cabinet Boursican : English 3 of 56
- French Legal Experts : English 3 of 56
- ADER JOLIBOIS : English 2 of 56
- Charlotte Kibler : English 2 of 56
- Cressent Avocats : English 2 of 56
- De Gaulle Fleurance : English 2 of 56
and 2 others named at least twice"; "60 others named in a single answer, out of 80 names cited in English.
Without web search
- French
- English
Justifit
- français10 of 48
- anglais2 of 48
Ordre des avocats de Paris
- français3 of 48
- anglais8 of 48
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| Justifit | français | 10 | 48 |
| Justifit | anglais | 2 | 48 |
| Ordre des avocats de Paris | français | 3 | 48 |
| Ordre des avocats de Paris | anglais | 8 | 48 |
Named in every language: 22
- Barreau de Paris : French 9 of 48", "English 5 of 48
- Avocat.fr : French 5 of 48", "English 7 of 48
- Captain Contrat : French 7 of 48", "English 5 of 48
- Justifit : French 10 of 48", "English 2 of 48
- Ordre des avocats de Paris : French 3 of 48", "English 8 of 48
- Bredin Prat : French 4 of 48", "English 5 of 48
- August Debouzy : French 4 of 48", "English 4 of 48
- BWG Associés : French 4 of 48", "English 4 of 48
- LegalPlace : French 5 of 48", "English 3 of 48
- Maisons de justice et du droit : French 3 of 48", "English 5 of 48
and 12 others.
Only in French, named at least twice
- Clifford Chance : French 2 of 48
- Doctrine : French 2 of 48
- Flichy Grangé Avocats : French 2 of 48
- Vogel & Vogel : French 2 of 48
30 others named in a single answer, out of 56 names cited in French.
Only in English, named at least twice
- BWG Avocats : English 4 of 48
- Cabinet Lefèvre Pelletier & associés : English 3 of 48
- Alain Bertrand Avocat : English 2 of 48
- Carbonnier Lamaze Rasle : English 2 of 48
- Legalstart : English 2 of 48
- LexCase : English 2 of 48
- MeetMyLawyer : English 2 of 48
- Ordre des avocats de Paris directory : English 2 of 48
- Paris Bar Association : English 2 of 48
26 others named in a single answer, out of 57 names cited in English.
The ten most cited names, by language
In French
One of the 8 questions of the Presence angle: “Quels avocats à Paris, France sont les meilleurs pour quelqu’un comme moi avec une affaire juridique personnelle ?”
With web search
56 answers received out of 56.
Local businesses
Directories and platforms
- JustifitBadge5 of 56
Professional bodies and institutions
And 6 other names tied at 2 of 56.
Without web search
48 answers received out of 56.
Local businesses
Directories and platforms
Professional bodies and institutions
- Barreau de ParisBadge9 of 48
In English
One of the 8 questions of the Presence angle: “Which lawyers in Paris, France would you consider the best for someone like me with a personal legal matter?”
With web search
56 answers received out of 56.
Local businesses
Professional bodies and institutions
And 5 other names tied at 2 of 56.
Without web search
48 answers received out of 56.
Local businesses
Directories and platforms
- Captain ContratBadge5 of 48
Chartered accountants in Paris
Same question, another language
Chartered accountants in Paris, with web search. The business in the lead in each language, and its answers in the other languages, out of answers received, for 8 questions of the Presence angle, including “Which are the best chartered accountants in Paris, France for a small business like mine?”
With web search
- French
- English
Dougs
- français12 of 56
- anglais5 of 56
In Extenso
- français1 of 56
- anglais10 of 56
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| Dougs | français | 12 | 56 |
| Dougs | anglais | 5 | 56 |
| In Extenso | français | 1 | 56 |
| In Extenso | anglais | 10 | 56 |
Named in every language: 25
- Dougs : French 12 of 56", "English 5 of 56
- DA Expertise : French 8 of 56", "English 6 of 56
- L-Expert-Comptable.com : French 10 of 56", "English 4 of 56
- Hexaconto : French 2 of 56", "English 9 of 56
- In Extenso : French 1 of 56", "English 10 of 56
- Hayot Expertise : French 1 of 56", "English 9 of 56
- Keobiz : French 7 of 56", "English 2 of 56
- Numbr : French 5 of 56", "English 4 of 56
- Cabinet CEG : French 6 of 56", "English 2 of 56
- FIDUCIAL Expertise Paris : French 2 of 56", "English 5 of 56
and 15 others.
Only in French, named at least twice
- Extencia : French 6 of 56
- BM Fiduciaire : French 3 of 56
- EXPERION : French 3 of 56
- ROUAS & Associés : French 3 of 56
- BDO Paris : French 2 of 56
- Cerfrance : French 2 of 56
- ECAI : French 2 of 56
- Excilio : French 2 of 56
- Figitalexpertise : French 2 of 56
- Fynteo : French 2 of 56
and 4 others named at least twice"; "34 others named in a single answer, out of 73 names cited in French.
Only in English, named at least twice
- Cabinet Bohdanowicz : English 6 of 56
- a4ec : English 4 of 56
- Exco Paris VFA : English 4 of 56
- FIDAG : English 3 of 56
- GAAPWise Accounting & Advisory Services : English 3 of 56
- Houdart Audit & Conseil : English 3 of 56
- 2H Expertise & Conseil : English 2 of 56
- ACD Accounting : English 2 of 56
- Amarris Direct : English 2 of 56
- Cabinet STRAUSS : English 2 of 56
and 6 others named at least twice"; "29 others named in a single answer, out of 70 names cited in English.
Without web search
- French
- English
Dougs
- français25 of 48
- anglais27 of 48
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| Dougs | français | 25 | 48 |
| Dougs | anglais | 27 | 48 |
Named in every language: 31
- Dougs : French 25 of 48", "English 27 of 48
- Fiducial : French 15 of 48", "English 22 of 48
- Keobiz : French 19 of 48", "English 16 of 48
- In Extenso : French 10 of 48", "English 21 of 48
- Pennylane : French 9 of 48", "English 11 of 48
- Numbr : French 8 of 48", "English 7 of 48
- BDO France : French 6 of 48", "English 4 of 48
- Cerfrance : French 3 of 48", "English 6 of 48
- L-Expert-Comptable.com : French 6 of 48", "English 3 of 48
- Exco : French 4 of 48", "English 4 of 48
and 21 others.
Only in French, named at least twice
- Wity : French 5 of 48
18 others named in a single answer, out of 50 names cited in French.
Only in English, named at least twice
- Cabinet Roche & Cie : English 2 of 48
11 others named in a single answer, out of 43 names cited in English.
The ten most cited names, by language
In French
One of the 8 questions of the Presence angle: “Quels sont les meilleurs experts-comptables à Paris, France pour une petite entreprise comme la mienne ?”
With web search
56 answers received out of 56.
Local businesses
Networks and chains
And 5 other names tied at 3 of 56.
Without web search
48 answers received out of 56.
Networks and chains
And 1 other name tied at 5 of 48.
In English
One of the 8 questions of the Presence angle: “Which are the best chartered accountants in Paris, France for a small business like mine?”
With web search
56 answers received out of 56.
Local businesses
Networks and chains
And 1 other name tied at 4 of 56.
Without web search
48 answers received out of 56.
Networks and chains
Software
- PennylaneBadge11 of 48
And 1 other name tied at 4 of 48.
Real estate agents in Paris
Same question, another language
Real estate agents in Paris, with web search. The business in the lead in each language, and its answers in the other languages, out of answers received, for 8 questions of the Presence angle, including “Which are the best real estate agents in Paris, France for someone like me selling a property?”
With web search
- 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 |
Named in every language: 22
- Century 21 : French 21 of 56", "English 24 of 56
- Orpi : French 18 of 56", "English 20 of 56
- Laforêt : French 16 of 56", "English 15 of 56
- Hosman : French 13 of 56", "English 12 of 56
- Daniel Féau : French 10 of 56", "English 12 of 56
- Barnes : French 10 of 56", "English 9 of 56
- Junot : French 4 of 56", "English 13 of 56
- Guy Hoquet : French 6 of 56", "English 6 of 56
- Engel & Völkers : French 4 of 56", "English 7 of 56
- Paris-Housing : French 4 of 56", "English 6 of 56
and 12 others.
Only in French, named at least twice
- La Maison de l’Immobilier : French 5 of 56
- IAD France : French 4 of 56
- RY Immobilier : French 4 of 56
- LVA Paris : French 3 of 56
- BR Immobilier : French 2 of 56
- FREDēLION CONVENTION : French 2 of 56
- FREDēLION SAINT CHARLES : French 2 of 56
- Liberkeys : French 2 of 56
- Moriss Immobilier Paris 18 : French 2 of 56
- PARIS SEINE IMMOBILIER : French 2 of 56
and 2 others named at least twice"; "34 others named in a single answer, out of 68 names cited in French.
Only in English, named at least twice
- VINGT Paris : English 5 of 56
- METROREALTY : English 4 of 56
- Talvan's : English 3 of 56
- 56Paris : English 2 of 56
- A1 Real Estate : English 2 of 56
- Barnes International Realty : English 2 of 56
- Chassaint & Cerclé : English 2 of 56
- Consultants Immobilier : English 2 of 56
- Home Select : English 2 of 56
- imkiz : English 2 of 56
and 3 others named at least twice"; "19 others named in a single answer, out of 54 names cited in English.
Without web search
- French
- English
Century 21
- français37 of 48
- anglais33 of 48
Orpi
- français36 of 48
- anglais34 of 48
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| Century 21 | français | 37 | 48 |
| Century 21 | anglais | 33 | 48 |
| Orpi | français | 36 | 48 |
| Orpi | anglais | 34 | 48 |
Named in every language: 27
- Century 21 : French 37 of 48", "English 33 of 48
- Orpi : French 36 of 48", "English 34 of 48
- Laforêt : French 33 of 48", "English 32 of 48
- Barnes : French 24 of 48", "English 24 of 48
- Daniel Féau : French 21 of 48", "English 22 of 48
- Engel & Völkers : French 9 of 48", "English 14 of 48
- Guy Hoquet : French 11 of 48", "English 12 of 48
- Hosman : French 12 of 48", "English 10 of 48
- Sotheby's International Realty : French 2 of 48", "English 8 of 48
- Welmo : French 6 of 48", "English 4 of 48
and 17 others.
Only in French, named at least twice
- ERA : French 2 of 48
11 others named in a single answer, out of 39 names cited in French.
Only in English, named at least twice
8 others named in a single answer, out of 35 names cited in English.
The ten most cited names, by language
In French
One of the 8 questions of the Presence angle: “Quels sont les meilleurs agents immobiliers à Paris, France pour m'aider à vendre mon bien immobilier ?”
With web search
56 answers received out of 56.
Networks and chains
And 6 other names tied at 4 of 56.
Without web search
48 answers received out of 56.
Local businesses
- Daniel FéauBadge21 of 48
Networks and chains
And 1 other name tied at 5 of 48.
In English
One of the 8 questions of the Presence angle: “Which are the best real estate agents in Paris, France for someone like me selling a property?”
With web search
56 answers received out of 56.
Without web search
48 answers received out of 56.
Local businesses
- Daniel FéauBadge22 of 48
Networks and chains
And 4 other names tied at 4 of 48.
Insurance brokers in Paris
Same question, another language
Insurance brokers in Paris, with web search. The business in the lead in each language, and its answers in the other languages, out of answers received, for 8 questions of the Presence angle, including “Which insurance brokers are the best for me in Paris, France?”
With web search
- French
- English
Brokins
- français9 of 56
- anglais6 of 56
GMAF
- français8 of 56
- anglais11 of 56
KN Patrimoine & Assurances
- français0 of 56
- anglais11 of 56
Zenith Assurance
- français4 of 56
- anglais11 of 56
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| Brokins | français | 9 | 56 |
| Brokins | anglais | 6 | 56 |
| GMAF | français | 8 | 56 |
| GMAF | anglais | 11 | 56 |
| KN Patrimoine & Assurances | français | 0 | 56 |
| KN Patrimoine & Assurances | anglais | 11 | 56 |
| Zenith Assurance | français | 4 | 56 |
| Zenith Assurance | anglais | 11 | 56 |
Named in every language: 33
- GMAF : French 8 of 56", "English 11 of 56
- Brokins : French 9 of 56", "English 6 of 56
- Zenith Assurance : French 4 of 56", "English 11 of 56
- Meilleurtaux : French 5 of 56", "English 6 of 56
- Cap Assurances : French 6 of 56", "English 4 of 56
- Rameau Courtage : French 5 of 56", "English 4 of 56
- AME Assurances : French 2 of 56", "English 6 of 56
- E-Courtage Conseils : French 5 of 56", "English 3 of 56
- Cabinet Boulard : French 5 of 56", "English 2 of 56
- Réassurez-moi : French 5 of 56", "English 2 of 56
and 23 others.
Only in French, named at least twice
- Assurance & Cie : French 5 of 56
- BR Assurances : French 3 of 56
- Assure & Co : French 2 of 56
- Courtrix Assurance : French 2 of 56
- Groupe Hueber Assurances : French 2 of 56
- MS Courtage : French 2 of 56
- Paris Conseils : French 2 of 56
- SATEC : French 2 of 56
30 others named in a single answer, out of 71 names cited in French.
Only in English, named at least twice
- KN Patrimoine & Assurances : English 11 of 56
- Wilson & Mark Insurance Brokers : English 6 of 56
- KT Assurance : English 4 of 56
- Patrim One : English 4 of 56
- APRIL International : English 2 of 56
- Assu 2000 : English 2 of 56
- Diot-Siaci : English 2 of 56
- ExpatCourtage : English 2 of 56
- MIA ASSURANCES : English 2 of 56
- NZ Courtage : English 2 of 56
18 others named in a single answer, out of 61 names cited in English.
Without web search
- French
- English
Meilleurtaux
- français16 of 48
- anglais15 of 48
April
- français14 of 48
- anglais17 of 48
See the numbers
| Business | Language | Answers naming it | Answers received |
|---|---|---|---|
| Meilleurtaux | français | 16 | 48 |
| Meilleurtaux | anglais | 15 | 48 |
| April | français | 14 | 48 |
| April | anglais | 17 | 48 |
Named in every language: 28
- April : French 14 of 48", "English 17 of 48
- Meilleurtaux : French 16 of 48", "English 15 of 48
- Verspieren : French 13 of 48", "English 15 of 48
- Diot-Siaci : French 7 of 48", "English 8 of 48
- Hiscox : French 8 of 48", "English 7 of 48
- Marsh France : French 5 of 48", "English 9 of 48
- LeLynx : French 5 of 48", "English 7 of 48
- Aon France : French 4 of 48", "English 7 of 48
- Assurland : French 6 of 48", "English 4 of 48
- Santiane : French 2 of 48", "English 6 of 48
and 18 others.
Only in French, named at least twice
- AXA Courtage : French 6 of 48
- Henner : French 4 of 48
- Solly Azar : French 4 of 48
- Cafpi : French 3 of 48
- Les Courtiers Associés : French 3 of 48
- Alan : French 2 of 48
- Allianz Courtage : French 2 of 48
- April Santé Prévoyance : French 2 of 48
- Courtier Assurance Paris : French 2 of 48
- Réassurez-moi : French 2 of 48
and 2 others named at least twice"; "29 others named in a single answer, out of 69 names cited in French.
Only in English, named at least twice
- Allianz : English 4 of 48
- MAIF : English 2 of 48
- Willis Towers Watson : English 2 of 48
18 others named in a single answer, out of 49 names cited in English.
The ten most cited names, by language
In French
One of the 8 questions of the Presence angle: “Quels courtiers en assurance sont les meilleurs pour moi à Paris, France ?”
With web search
56 answers received out of 56.
Local businesses
Without web search
48 answers received out of 56.
Local businesses
- MagnoliaBadge5 of 48
Networks and chains
In English
One of the 8 questions of the Presence angle: “Which insurance brokers are the best for me in Paris, France?”
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 Paris?
Not necessarily. Across the 5 professions measured in Paris, 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 Paris, the sources cited in French and English 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
Are you an agency?
Measure one of your clients in their city and their language.
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Leave your name and your city.
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