AI Visibility Index · November 2026
What AI assistants recommend in Lille
Who ChatGPT, Claude and Gemini name when a buyer in Lille, France, asks them for a business, in 31 categories. The questions were asked in French, three times each.
By kind of business
The figure on the right is the share of answers that named the leader. Open a category for the full ranking with its uncertainty.
AccountantsNamed most: In Extenso, Fiducial and Cerfrance.92%10 listed of 21
ArchitectsNamed most: MAES Architectes Urbanistes, Atelier d’Architecture Philippe Prost and De Alzua+.25%11 listed of 37
BarbersNamed most: Barber Shop, Le Barbier de Lille and La Barbe de Papa.44%13 listed of 20
Car repair shopsNamed most: Norauto, Speedy and Midas.67%8 listed of 14
Cleaning servicesNamed most: O2, Shiva and Onet.47%18 listed of 32
DentistsNamed most: Cabinet Dentaire du Vieux-Lille, Centre Dentaire Lille Flandres and CHU de Lille.28%15 listed of 40
DermatologistsNamed most: CHU de Lille – Service de dermatologie, Centre Dermatologique de Lille and Cabinet du Dr. Delaporte.39%12 listed of 30
Digital marketing agenciesNamed most: Agence Dn'D, Dalt and 1min30.28%24 listed of 64
Driving schoolsNamed most: ECF, CER and Auto-École Permis Malin Lille.83%11 listed of 27
ElectriciansNamed most: IZI by EDF, ENGIE Home Services and Artisans Lille.42%19 listed of 35
Financial advisorsNamed most: UFF, Haussmann Patrimoine and Apicil Gestion Privée.33%16 listed of 35
GymsNamed most: Basic-Fit, Keepcool and Fitness Park.100%9 listed of 11
Hair salonsNamed most: Dessange Lille, L'Atelier Coiffure and Franck Provost Lille.22%16 listed of 45
HotelsNamed most: Hôtel Barrière Lille, Clarance Hôtel and L'Hermitage Gantois.83%14 listed of 20
Insurance brokersNamed most: Verspieren, APRIL and Gras Savoye.44%25 listed of 41
Interior designersNamed most: Agence Véronique Cotrel, Atelier Germain and Notes de Styles.39%8 listed of 54
LawyersNamed most: Fidal, Bignon Lebray and DS Avocats.42%13 listed of 62
LocksmithsNamed most: Lille Dépannage Serrurerie, Serrurerie du Vieux Lille and Les Bons Artisans.28%12 listed of 26
Moving companiesNamed most: Demeco, Les Déménageurs Bretons and Les Gentlemen du Déménagement.94%13 listed of 40
OrthodontistsNamed most: Cabinet d'Orthodontie Dr. Pierre-Yves Mouchon, Cabinet d'Orthodontie Dr. Anne-Sophie Vanhove and Cabinet d'Orthodontie du Vieux-Lille.25%6 listed of 30
PhysiotherapistsNamed most: Cabinet de Kinésithérapie et Ostéopathie Lille Centre, Kiné Sport Lille and Kiné Lille Vauban.25%9 listed of 14
Plastic surgeonsNamed most: CHU de Lille, Clinique Clémenceau and Dr Pierre-Yves Maugere.25%14 listed of 36
PlumbersNamed most: Les Bons Artisans, SOS Plombier Lille and Artisan Plombier Lille.31%17 listed of 34
PsychologistsNamed most: Cabinet de Psychologie Lille Centre, Centre de Psychologie et de Psychothérapie de Lille and Centre de Psychologie et de Thérapie Cognitive.28%9 listed of 19
Real estate agenciesNamed most: Orpi, Stéphane Plaza Immobilier and Laforêt.64%15 listed of 24
RestaurantsNamed most: Bloempot, La Table du Clarance and L'Huîtrière.50%28 listed of 41
RoofersNamed most: Couverture Lilloise, Lefebvre Couverture and Couverture Lille Métropole.25%11 listed of 30
SEO agenciesNamed most: Eskimoz, 1ère Position and Noiise.58%17 listed of 46
VeterinariansNamed most: Clinique Vétérinaire du Vieux Lille, Clinique Vétérinaire des Tanneurs and Clinique Vétérinaire Vauban.33%18 listed of 34
Web design agenciesNamed most: Dalt, Wexperience and Agence Dn'D.25%19 listed of 67
Wedding photographersNamed most: Lifestories Wedding, Thomas Audiffren and Amélie Soubrié.25%9 listed of 62
AI Source Map
The sites the assistants read
Before they answer with web search on, the assistants read other sites. The AI Source Map lists the ones they read most in France, overall and for each category.
Not on this list? See what ChatGPT says about your business
Lille: see whether the assistants name you, or someone else.
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Edition November 2026 · published by Guglielmo Paesano, founder of AIGROW · data under CC BY 4.0