AI Visibility Index · November 2026

What AI assistants recommend in London

Who ChatGPT, Claude and Gemini name when a buyer in London, United Kingdom, asks them for a business, in 31 categories. The questions were asked in English, three times each.

How the AIGROW Score is measured

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: Crunch, TaxAssist Accountants and The Accountancy Partnership.56%25 listed of 42
ArchitectsNamed most: Scenario Architecture, Nimtim Architects and Architecture for London.47%30 listed of 59
BarbersNamed most: Pall Mall Barbers, Murdock London and Ruffians.72%13 listed of 22
Car repair shopsNamed most: Kwik Fit, Halfords Autocentres and Formula One Autocentres.78%13 listed of 34
Cleaning servicesNamed most: Fantastic Services, Housekeep and Helpling.69%22 listed of 43
DentistsNamed most: Bupa Dental Care, Harley Street Dental Studio and Smilepod.53%24 listed of 53
DermatologistsNamed most: Cadogan Clinic, Harley Street Skin Clinic and Stratum Dermatology Clinics.69%18 listed of 28
Digital marketing agenciesNamed most: Impression, Hallam and Found.61%26 listed of 49
Driving schoolsNamed most: RED Driving School, AA Driving School and Bill Plant Driving School.86%16 listed of 33
ElectriciansNamed most: Pimlico Plumbers, Aspect and Fantastic Services.53%24 listed of 41
Financial advisorsNamed most: Evelyn Partners, Brewin Dolphin and Rathbones.58%22 listed of 38
GymsNamed most: Third Space, PureGym and The Gym Group.81%13 listed of 16
Hair salonsNamed most: Hershesons, Larry King and Josh Wood Colour.67%24 listed of 50
HotelsNamed most: The Savoy, Shangri-La The Shard and Claridge's.47%31 listed of 42
Insurance brokersNamed most: Howden, A-Plan Insurance and Simply Business.58%28 listed of 40
Interior designersNamed most: Studio Ashby, Kelly Hoppen Interiors and Tollgard Studio.64%39 listed of 62
LawyersNamed most: Stewarts, Irwin Mitchell and Mishcon de Reya.33%42 listed of 56
LocksmithsNamed most: Banham, Prime Alert Locksmiths and 247 Locksmith.33%19 listed of 41
Moving companiesNamed most: Pickfords, Bishop's Move and Clockwork Removals.83%16 listed of 38
OrthodontistsNamed most: Elleven Dental, Harley Street Orthodontics and The London Orthodontic Group.42%20 listed of 51
PhysiotherapistsNamed most: Pure Sports Medicine, Six Physio and Central Health Physiotherapy.97%15 listed of 25
Plastic surgeonsNamed most: The Cadogan Clinic, Rajiv Grover and The Private Clinic.47%25 listed of 43
PlumbersNamed most: Pimlico Plumbers, Aspect and Dyno-Rod.94%17 listed of 32
PsychologistsNamed most: The Chelsea Psychology Clinic, The London Psychology Clinic and The London Practice.58%8 listed of 14
Real estate agenciesNamed most: Foxtons, Savills and Hamptons.94%11 listed of 13
RestaurantsNamed most: Core by Clare Smyth, The Ledbury and St. JOHN.50%36 listed of 58
RoofersNamed most: London Roofing Specialists, London Roofing Company and Morgan Asphalte.61%20 listed of 41
SEO agenciesNamed most: Impression, Add People and ClickSlice.61%26 listed of 38
VeterinariansNamed most: Village Vet, Medivet and Goddard Veterinary Group.64%17 listed of 27
Web design agenciesNamed most: KOTA, Creative Brand Design and The Good Marketer.28%28 listed of 80
Wedding photographersNamed most: Ross Harvey Photography, Babb Photo and Benjamin Wheeler Photography.28%23 listed of 60
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 the United Kingdom, overall and for each category.

Not on this list? See what ChatGPT says about your business

London: 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