AI Visibility Index · November 2026
Car repair shops AI assistants recommend
Who ChatGPT, Claude and Gemini name when a buyer asks them for car repair shops, in 128 places. Each ranking comes from the same buyer questions, asked three times in the local language.
By place
Grouped by country. The figure on the right is the share of answers that named the leader; open a place for the full ranking with its uncertainty.
Australia
SydneyNamed most: Ultra Tune, mycar Tyre & Auto and Midas.All categories in Sydney75%13 listed of 38
MelbourneNamed most: mycar Tyre & Auto, Ultra Tune and Midas.All categories in Melbourne50%10 listed of 30
BrisbaneNamed most: Ultra Tune, Midas and mycar Tyre & Auto.All categories in Brisbane69%14 listed of 41
PerthNamed most: Ultra Tune, mycar Tyre & Auto and Auto Masters.All categories in Perth42%18 listed of 54
AdelaideNamed most: Midas, mycar Tyre & Auto and Ultra Tune.All categories in Adelaide56%19 listed of 44
Gold CoastNamed most: Ultra Tune, mycar Tyre & Auto and Midas.All categories in Gold Coast67%20 listed of 37
Austria
ViennaNamed most: ÖAMTC, ARBÖ and ATU.All categories in Vienna50%14 listed of 45
GrazNamed most: ÖAMTC, ARBÖ Prüfzentrum Graz and ATU.All categories in Graz42%18 listed of 30
SalzburgNamed most: ÖAMTC, ARBÖ Prüfzentrum Salzburg and ATU Salzburg.All categories in Salzburg44%16 listed of 30
LinzNamed most: ÖAMTC Stützpunkt Linz, ARBÖ Prüfzentrum Linz and Bosch Car Service.All categories in Linz42%16 listed of 34
Belgium
BrusselsNamed most: Midas, Auto5 and Bosch Car Service.All categories in Brussels72%18 listed of 35
LiègeNamed most: Midas, Auto5 and Garage Delhez.All categories in Liège58%10 listed of 20
AntwerpNamed most: Midas, Auto5 and Garage De Keyser.All categories in Antwerp42%12 listed of 21
GhentNamed most: Midas, Auto5 Gent and Garage De Smet.All categories in Ghent42%12 listed of 18
Brazil
São PauloNamed most: Bosch Car Service, DPaschoal and Porto Serviço.All categories in São Paulo67%6 listed of 24
Rio de JaneiroNamed most: Bosch Car Service, Porto Serviço and Oficina do Gugu.All categories in Rio de Janeiro53%11 listed of 17
Belo HorizonteNamed most: Bosch Car Service, Auto Mecânica BH and DPaschoal.All categories in Belo Horizonte58%10 listed of 16
BrasíliaNamed most: Bosch Car Service, DPaschoal and Oficina do Gugu.All categories in Brasília58%7 listed of 22
CuritibaNamed most: Bosch Car Service, DPaschoal and Midas.All categories in Curitiba69%6 listed of 32
Canada
TorontoNamed most: Master Mechanic, Mr. Lube and Midas.All categories in Toronto50%18 listed of 46
VancouverNamed most: Minit-Tune & Brake Auto Centres, Vancouver Auto Repair and BCAA Auto Service Centre.All categories in Vancouver44%21 listed of 47
CalgaryNamed most: Minit-Tune & Brake Auto Centres, Avenue Auto and Knibbe Automotive Repair.All categories in Calgary36%18 listed of 50
MontrealNamed most: NAPA AUTOPRO, Midas and Garage M.S..All categories in Montreal33%17 listed of 60
OttawaNamed most: Preston Automotive, Midas and Takaki Automotive.All categories in Ottawa33%24 listed of 53
EdmontonNamed most: Sandy Lane Auto, Park Muffler and Midas.All categories in Edmonton33%22 listed of 64
Quebec CityNamed most: NAPA AUTOPRO, Midas and Point S.All categories in Quebec City31%16 listed of 53
Denmark
CopenhagenNamed most: Bosch Car Service, Quickpoint and Super Dæk Service.All categories in Copenhagen33%22 listed of 49
AarhusNamed most: Quickpoint, Bosch Car Service Aarhus and Aarhus Autoværksted.All categories in Aarhus53%18 listed of 40
OdenseNamed most: Bosch Car Service Odense, Quickpoint Odense and Mekanikeren Odense.All categories in Odense33%26 listed of 44
France
ParisNamed most: Speedy, Norauto and Midas.All categories in Paris69%12 listed of 17
LyonNamed most: Midas, Norauto and Speedy.All categories in Lyon53%10 listed of 19
MarseilleNamed most: Norauto, Speedy and Midas.All categories in Marseille53%11 listed of 17
ToulouseNamed most: Norauto, Midas and Speedy.All categories in Toulouse50%10 listed of 17
NiceNamed most: Norauto, Midas and Feu Vert.All categories in Nice56%11 listed of 16
BordeauxNamed most: Norauto, Speedy and Midas.All categories in Bordeaux50%10 listed of 15
LilleNamed most: Norauto, Speedy and Midas.All categories in Lille67%8 listed of 14
NantesNamed most: Norauto, Garage de la Beaujoire and Feu Vert.All categories in Nantes50%11 listed of 17
StrasbourgNamed most: Norauto, Speedy and Midas.All categories in Strasbourg42%11 listed of 18
MontpellierNamed most: Norauto, Speedy and Feu Vert.All categories in Montpellier56%14 listed of 17
Germany
BerlinNamed most: A.T.U Auto-Teile-Unger, pitstop and Bosch Car Service.All categories in Berlin61%13 listed of 31
MunichNamed most: A.T.U, Bosch Car Service and Auto Service München.All categories in Munich72%10 listed of 27
HamburgNamed most: A.T.U Auto-Teile-Unger, pitstop and Bosch Car Service.All categories in Hamburg53%13 listed of 29
CologneNamed most: ATU, Bosch Car Service and pitstop.All categories in Cologne67%11 listed of 30
FrankfurtNamed most: ATU, Bosch Car Service and Auto-Service Frankfurt.All categories in Frankfurt56%10 listed of 21
StuttgartNamed most: ATU, Bosch Car Service and pitstop Stuttgart.All categories in Stuttgart56%11 listed of 26
DüsseldorfNamed most: A.T.U Auto-Teile-Unger, Bosch Car Service and pitstop Düsseldorf.All categories in Düsseldorf53%11 listed of 28
LeipzigNamed most: ATU, pitstop Leipzig and Bosch Car Service Leipzig.All categories in Leipzig61%11 listed of 25
NurembergNamed most: ATU, Bosch Car Service and Auto-Service-Center Nürnberg (ASC).All categories in Nuremberg56%10 listed of 24
HanoverNamed most: ATU, Bosch Car Service Hannover and pitstop Hannover.All categories in Hanover61%14 listed of 24
Ireland
DublinNamed most: Atlas Auto Service, Advance Pitstop and BestDrive.All categories in Dublin56%19 listed of 45
CorkNamed most: Blackwater Motors, BestDrive Cork and Advance Pitstop.All categories in Cork36%11 listed of 41
GalwayNamed most: BestDrive Galway, Advance Pitstop and Donnelly's Garage.All categories in Galway31%15 listed of 49
Italy
MilanNamed most: Midas, Norauto and Bosch Car Service.All categories in Milan47%12 listed of 29
RomeNamed most: Midas, Norauto and Bosch Car Service.All categories in Rome44%11 listed of 32
TurinNamed most: Midas, Bosch Car Service and Norauto.All categories in Turin39%10 listed of 27
VeronaNamed most: Autofficina F.lli Zocca, Bosch Car Service and Midas.All categories in Verona25%13 listed of 22
NaplesNamed most: Bosch Car Service, Midas and Autofficina F.lli Esposito.All categories in Naples36%12 listed of 20
BolognaNamed most: Bosch Car Service, Autofficina F.lli Gamberini and Midas Bologna.All categories in Bologna36%9 listed of 22
FlorenceNamed most: Midas, Norauto and Bosch Car Service.All categories in Florence25%13 listed of 24
PalermoNamed most: Bosch Car Service, Midas and Autofficina F.lli Di Maria.All categories in Palermo33%13 listed of 21
GenoaNamed most: Bosch Car Service, Midas and Autofficina F.lli Gaggero.All categories in Genoa28%12 listed of 21
BariNamed most: F.lli Lorusso, Bosch Car Service and Midas.All categories in Bari31%10 listed of 18
PaduaNamed most: Autofficina F.lli Bordin, Bosch Car Service and Midas.All categories in Padua31%12 listed of 19
BresciaNamed most: Autofficina Gatti, Midas and Bosch Car Service.All categories in Brescia33%11 listed of 19
Mexico
Mexico CityNamed most: Midas, Bosch Car Service and Taller Mecánico Automotriz "El Güero".All categories in Mexico City69%11 listed of 36
GuadalajaraNamed most: Bosch Car Service, Midas and El Güero.All categories in Guadalajara64%10 listed of 28
MonterreyNamed most: Midas, Bosch Car Service and Taller Mecánico Automotriz Monterrey.All categories in Monterrey53%9 listed of 32
PueblaNamed most: Bosch Car Service, Midas and Taller El Rayo.All categories in Puebla56%8 listed of 20
Netherlands
AmsterdamNamed most: KwikFit, Garage Amsterdam West and Garage de Pijp.All categories in Amsterdam47%16 listed of 42
RotterdamNamed most: KwikFit Rotterdam, Autoservice Rotterdam and Profile.All categories in Rotterdam42%9 listed of 24
The HagueNamed most: KwikFit Den Haag, Profile and Autoservice Den Haag.All categories in The Hague47%15 listed of 31
UtrechtNamed most: KwikFit Utrecht, Autoservice Utrecht and Profile.All categories in Utrecht42%13 listed of 34
EindhovenNamed most: KwikFit Eindhoven, Autobedrijf van den Akker and Bosch Car Service Eindhoven.All categories in Eindhoven47%12 listed of 31
Norway
OsloNamed most: Mekonomen, Snap Drive and Møller Bil.All categories in Oslo81%14 listed of 27
BergenNamed most: Mekonomen, Snap Drive and NAF Senter Bergen.All categories in Bergen64%14 listed of 26
TrondheimNamed most: Mekonomen, Snap Drive and Møller Bil.All categories in Trondheim69%18 listed of 26
Poland
WarsawNamed most: Bosch Car Service, Auto Serwis U Jacka and Auto-Klinika.All categories in Warsaw42%14 listed of 27
KrakówNamed most: Bosch Car Service, Euromaster and Auto-Centrum.All categories in Kraków56%13 listed of 19
WrocławNamed most: Bosch Car Service, Euromaster and Q Service Castrol.All categories in Wrocław58%13 listed of 26
GdańskNamed most: Bosch Car Service, Auto Serwis U Jacka and Euromaster.All categories in Gdańsk44%10 listed of 23
PoznańNamed most: Bosch Car Service, Auto Serwis U Jacka and ATS Euromaster.All categories in Poznań33%15 listed of 27
Portugal
LisbonNamed most: Midas, Bosch Car Service and Norauto.All categories in Lisbon72%6 listed of 16
PortoNamed most: Bosch Car Service, Midas and Norauto.All categories in Porto67%7 listed of 15
BragaNamed most: Midas, Norauto Braga and Bosch Car Service.All categories in Braga69%7 listed of 10
Spain
MadridNamed most: Midas, Norauto and Bosch Car Service.All categories in Madrid61%11 listed of 21
BarcelonaNamed most: Midas, Norauto and Talleres Auto-Mecánica Barcelona.All categories in Barcelona58%11 listed of 28
ValenciaNamed most: Midas, Norauto and Bosch Car Service.All categories in Valencia53%10 listed of 18
SevilleNamed most: Midas, Norauto and Talleres Pineda.All categories in Seville47%10 listed of 17
MálagaNamed most: Midas, Norauto and Feu Vert.All categories in Málaga58%10 listed of 27
BilbaoNamed most: Midas, Norauto and Talleres Indautxu.All categories in Bilbao58%12 listed of 22
ZaragozaNamed most: Midas, Norauto and Bosch Car Service.All categories in Zaragoza44%11 listed of 18
Sweden
StockholmNamed most: Mekonomen, Autoexperten and Bilia.All categories in Stockholm100%10 listed of 27
GothenburgNamed most: Mekonomen, Bilia and Autoexperten.All categories in Gothenburg92%9 listed of 21
MalmöNamed most: Mekonomen, Autoexperten and Bilia.All categories in Malmö97%14 listed of 21
UppsalaNamed most: Mekonomen, Autoexperten and Euromaster Uppsala.All categories in Uppsala100%12 listed of 28
Switzerland
ZurichNamed most: AMAG, Emil Frey and Auto-Center Zürich Nord.All categories in Zurich69%17 listed of 61
BaselNamed most: AMAG, Auto-Center Basel AG and Garage Keigel.All categories in Basel44%16 listed of 48
BernNamed most: AMAG Bern, Emil Frey and Auto-Center Bern.All categories in Bern53%14 listed of 29
GenevaNamed most: Garage de la Gare, Euromaster Genève and Emil Frey Genève.All categories in Geneva25%20 listed of 34
LausanneNamed most: Garage de la Sallaz, AMAG and Garage du Lac.All categories in Lausanne31%19 listed of 37
LuganoNamed most: AMAG Lugano, Garage Muzzano and Emil Frey.All categories in Lugano42%15 listed of 40
United Kingdom
LondonNamed most: Kwik Fit, Halfords Autocentres and Formula One Autocentres.All categories in London78%13 listed of 34
ManchesterNamed most: Halfords Autocentres, Kwik Fit and Station Garage.All categories in Manchester47%14 listed of 37
BirminghamNamed most: Halfords Autocentres, Kwik Fit and National Tyres and Autocare.All categories in Birmingham47%15 listed of 33
LeedsNamed most: Kwik Fit, Halfords Autocentre Leeds and Leeds MOT & Service Centre.All categories in Leeds64%15 listed of 39
GlasgowNamed most: Halfords Autocentres, Kwik Fit and Mackie Motors.All categories in Glasgow33%18 listed of 46
EdinburghNamed most: Kwik Fit, Halfords Autocentre Edinburgh and Harrison Motors.All categories in Edinburgh33%27 listed of 65
BristolNamed most: Halfords Autocentre Bristol, Kwik Fit Bristol and Clifton Garage.All categories in Bristol36%19 listed of 60
LiverpoolNamed most: Kwik Fit, Halfords Autocentre Liverpool and Formula One Autocentres.All categories in Liverpool64%14 listed of 30
SheffieldNamed most: Halfords Autocentre Sheffield, Crookes Garage and Kwik Fit Sheffield.All categories in Sheffield31%17 listed of 28
CardiffNamed most: Halfords Autocentre Cardiff, Kwik Fit and Cardiff Auto Centre.All categories in Cardiff47%18 listed of 46
United States
New YorkNamed most: Pep Boys, Midas and Mavis Discount Tire.All categories in New York25%23 listed of 46
Los AngelesNamed most: J&S Auto Repair, Fix It Auto Repair and Pep Boys.All categories in Los Angeles25%18 listed of 55
ChicagoNamed most: Ashland Tire & Auto, Midas and Bucaro Brothers Auto Care.All categories in Chicago33%22 listed of 48
AustinNamed most: Austin's Automotive Specialists, Dave's Ultimate Automotive and Lamb's Tire & Automotive.All categories in Austin47%22 listed of 59
HoustonNamed most: Christian Brothers Automotive, Brake Check and B&C Auto Repair.All categories in Houston83%17 listed of 44
MiamiNamed most: Midas, Firestone Complete Auto Care and Foreign Affairs Auto Repair.All categories in Miami39%13 listed of 48
San FranciscoNamed most: B&C Auto Center, K&C Auto Repair and Luscious Garage.All categories in San Francisco28%24 listed of 71
SeattleNamed most: Repair Revolution, Chuck's Auto Repair and Budd & Company Automotive.All categories in Seattle39%22 listed of 66
BostonNamed most: Foreign Auto, Good News Garage and Boston Auto Repair.All categories in Boston50%18 listed of 49
DallasNamed most: Christian Brothers Automotive, Firestone Complete Auto Care and Good Neighbor Auto Repair.All categories in Dallas83%18 listed of 38
PhoenixNamed most: Christian Brothers Automotive, Virginia Auto Service and Brake Masters.All categories in Phoenix36%21 listed of 46
PhiladelphiaNamed most: South Philly Auto Repair, Don's Auto Repair and Midas.All categories in Philadelphia33%21 listed of 49
San DiegoNamed most: Convoy Auto Repair, Mission Hills Automotive and Christian Brothers Automotive.All categories in San Diego61%18 listed of 62
DenverNamed most: Brakes Plus, Christian Brothers Automotive and Stang Auto Tech.All categories in Denver47%20 listed of 43
AtlantaNamed most: Anthem Automotive, Christian Brothers Automotive and T3 Atlanta.All categories in Atlanta33%18 listed of 42
Washington DCNamed most: Capitol Hill Automotive, District Auto Repair and WJ Auto.All categories in Washington DC92%16 listed of 43
Las VegasNamed most: Reliable Auto Repair, Desert Oasis Auto Repair and Brake Masters.All categories in Las Vegas28%23 listed of 42
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 for this category, across every country and in each one.
Every place at once
How AI assistants recommend auto repair shops
How many businesses the assistants name, how often the names hold, which names recur from place to place, and what an owner can work on.
Not on this list? See what ChatGPT says about your business
Car repair shops: 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