Who AI assistants recommend, counted
We ask ChatGPT, Claude, Gemini and Grok the questions buyers ask about 44 kinds of business in 108 places, three times each (Claude once on most pages), and publish who they name. Every ranking carries its uncertainty, its questions and its data.
Names are printed as the assistants wrote them. The Index measures what the models say, not which business is best.
- Pages ranked
- 2,580 of 2,580
- Names per page, average
- 29
- Leader share, average
- 59%
- Named again on a rerun
- 56%
- Overlap between assistants
- 21%
Download every ranking as CSVArchived for citation: DOI 10.5281/zenodo.23188442, Hugging Face, Kaggle
The AI Visibility Index measures which businesses ChatGPT, Claude, Gemini and Grok name when a buyer asks them for one. For October 2026 we asked the questions buyers ask about 44 kinds of business in 108 places, three times each (Claude once on most pages), and published every ranking with its confidence interval, its questions and the raw data.
By kind of business
Local trades are asked about a city, software and consumer brands such as banks and mobile carriers about a country, in the language a buyer there would use.
Local trades
- Accountants
- 88 places
- Architects
- 88 places
- Car repair shops
- 88 places
- Cleaning services
- 88 places
- Dentists
- 88 places
- Dermatologists
- 88 places
- Digital marketing agencies
- 88 places
- Driving schools
- 88 places
- Electricians
- 88 places
- Financial advisors
- 88 places
- Gyms
- 88 places
- Hair salons
- 88 places
- Hotels
- 88 places
- Insurance brokers
- 88 places
- Interior designers
- 88 places
- Lawyers
- 88 places
- Moving companies
- 88 places
- Physiotherapists
- 88 places
- Plumbers
- 88 places
- Real estate agencies
- 88 places
- Restaurants
- 88 places
- Roofers
- 88 places
- Veterinarians
- 88 places
- Web design agencies
- 88 places
- Wedding photographers
- 88 places
Software
- Accounting software
- 20 places
- Appointment booking software
- 20 places
- CRM software
- 20 places
- E-commerce platforms
- 20 places
- Email marketing software
- 20 places
- Help desk software
- 20 places
- Payroll software
- 20 places
- Project management software
- 20 places
- Restaurant POS systems
- 20 places
- Website builders
- 20 places
Consumer brands
- Banks
- 20 places
- Car brands
- 20 places
- Car insurance companies
- 20 places
- Electronics retailers
- 20 places
- Energy suppliers
- 20 places
- Home internet providers
- 20 places
- Mobile carriers
- 20 places
- Online brokers
- 20 places
- Supermarkets
- 20 places
By place
Grouped by country. Open a place for every ranking asked there.
- Denmark
- AarhusCopenhagenDenmark
AI Source Map
The sites the assistants read before they recommend a business, with web search on: by country and by kind of business.
How it is measured
The same prompt the free scan uses, sent to each assistant with no web search and no location. A business is listed once two answers name it, and a page is ranked once it lists enough of them.
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Find out whether they name you
The free scan asks the same assistants the questions your own customers ask, and shows who they name instead of you.
Edition October 2026 · published by Guglielmo Paesano, founder of AIGROW · data under CC BY 4.0