AI Visibility Index · November 2026
What AI assistants recommend in Marseille
Who ChatGPT, Claude and Gemini name when a buyer in Marseille, France, asks them for a business, in 30 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.86%12 listed of 22
ArchitectsNamed most: Tangram Architectes, Carta Associés and TOGU Architecture.50%15 listed of 46
BarbersNamed most: La Barbe de Papa, Le Barbier de Marseille and Barber Shop Marseille.42%13 listed of 35
Car repair shopsNamed most: Norauto, Speedy and Midas.53%11 listed of 17
Cleaning servicesNamed most: Shiva, O2 and Onet.33%18 listed of 33
DentistsNamed most: Centre Dentaire Prado, Centre Dentaire Vieux-Port and AP-HM – Hôpital de la Timone.25%16 listed of 27
DermatologistsNamed most: Hôpital de la Timone (AP-HM), Hôpital Nord (AP-HM) and Centre Laser Dermatologique de Marseille.33%14 listed of 33
Digital marketing agenciesNamed most: Jalis, Digimood and 1min30.31%19 listed of 70
Driving schoolsNamed most: ECF, CER Marseille and Auto-École Permis Malin.72%14 listed of 24
ElectriciansNamed most: IZI by EDF, Marseille Électricité Dépannage and ENGIE Home Services.39%16 listed of 35
Financial advisorsNamed most: Haussmann Patrimoine, Union Financière de France (UFF) and APICIL.33%19 listed of 37
GymsNamed most: Basic-Fit, Keepcool and Fitness Park.100%9 listed of 12
Hair salonsNamed most: Dessange, Franck Provost and L'Atelier de la Coiffure.28%15 listed of 44
HotelsNamed most: InterContinental Marseille - Hotel Dieu, Les Bords de Mer and Hôtel C2.81%15 listed of 24
Insurance brokersNamed most: APRIL, Verspieren and Assu 2000.39%23 listed of 36
Interior designersNamed most: Agence Véronique Cotrel, Studio Razavi Architecture and Studio Beau Faire.28%14 listed of 58
LawyersNamed most: Cabinet Lexvox, CMS Francis Lefebvre Avocats and BBLM Avocats.19%14 listed of 66
LocksmithsNamed most: Marseille Dépannage Serrurerie, Les Bons Artisans and MesDépanneurs.fr.33%8 listed of 13
Moving companiesNamed most: Demeco, Les Déménageurs Bretons and Les Gentlemen du Déménagement.78%12 listed of 36
PhysiotherapistsNamed most: Cabinet de Kinésithérapie du Vieux-Port, Kiné Sport Marseille and Centre de Kinésithérapie et d'Ostéopathie du Prado.17%9 listed of 22
Plastic surgeonsNamed most: Clinique Phénicia, Clinique Juge and Dr Jean-Luc Grard.42%9 listed of 23
PlumbersNamed most: Les Bons Artisans, SOS Plombier 13 and SOS Plombier Marseille.31%19 listed of 32
PsychologistsNamed most: Centre Médico-Psychologique (CMP) de Marseille, Centre de Psychologie et de Psychothérapie de Marseille (CPPM) and Cabinet de Psychologie – Sarah Benhamou.11%8 listed of 28
Real estate agenciesNamed most: Orpi, Laforêt and CENTURY 21.67%18 listed of 31
RestaurantsNamed most: Le Petit Nice Passedat, AM par Alexandre Mazzia and Une Table au Sud.78%20 listed of 26
RoofersNamed most: Les Compagnons du Toit, Marseille Couverture and Marseille Toiture.28%17 listed of 25
SEO agenciesNamed most: Eskimoz, Jalis and Digimood.53%20 listed of 42
VeterinariansNamed most: Clinique Vétérinaire du Prado, Centre Hospitalier Vétérinaire Massilia and Clinique Vétérinaire des Chartreux.47%13 listed of 31
Web design agenciesNamed most: Jalis, Koredge and Make the Grade.31%16 listed of 46
Wedding photographersNamed most: Cédric Klein, Studio Cabrelli and Mademoiselle Fiona.22%12 listed of 48
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
Marseille: 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