The barometer of professional AI visibility

We analyse professional sites like an AI assistant would. Here is what they understand, profession by profession, city by city.

Data as of September 17, 2026 — 3,035 sites analysed

By profession : real estate agents building tradespeople lawyers dentists hairdressers consultants-freelance chartered accountants car mechanics osteopaths photographers restaurant owners notaries
By city : Zurich Basel Berlin Munchen Hamburg Toronto Londres Dublin Cork San Diego Miami Madrid Barcelone Bruxelles Quebec Montreal Genève Paris Marseille Lyon Nancy Puteaux Roubaix Lugano Milan Antwerpen Gent Amsterdam Rotterdam Krakow Lisbonne

Switzerland

Profession	City	Sites	Average score	Below 50/100
real estate agents	Zurich	23	74/100	17 %
real estate agents	Basel	18	74/100	6 %
real estate agents	Genève	25	73/100	4 %
building tradespeople	Genève	37	72/100	19 %
lawyers	Genève	36	66/100	22 %
dentists	Genève	30	84/100	3 %
hairdressers	Genève	20	76/100	15 %
consultants-freelance	Genève	19	70/100	0 %
chartered accountants	Genève	31	78/100	19 %
car mechanics	Genève	28	62/100	32 %
photographers	Genève	15	76/100	20 %
real estate agents	Lugano	18	65/100	28 %

Germany

Profession	City	Sites	Average score	Below 50/100
real estate agents	Berlin	23	91/100	4 %
real estate agents	Munchen	20	77/100	30 %
real estate agents	Hamburg	16	75/100	6 %

Canada

Profession	City	Sites	Average score	Below 50/100
real estate agents	Toronto	6	76/100	17 %
real estate agents	Quebec	19	65/100	21 %
real estate agents	Montreal	18	69/100	11 %

United Kingdom

Profession	City	Sites	Average score	Below 50/100
real estate agents	Londres	36	68/100	25 %
building tradespeople	Londres	50	72/100	18 %
lawyers	Londres	38	79/100	5 %
dentists	Londres	24	77/100	17 %
hairdressers	Londres	30	75/100	17 %
consultants-freelance	Londres	27	66/100	26 %
chartered accountants	Londres	32	77/100	13 %
car mechanics	Londres	22	71/100	18 %
osteopaths	Londres	6	73/100	17 %
photographers	Londres	15	56/100	53 %
restaurant owners	Londres	5	79/100	0 %

Ireland

Profession	City	Sites	Average score	Below 50/100
real estate agents	Dublin	20	70/100	15 %
real estate agents	Cork	18	58/100	50 %

United States

Profession	City	Sites	Average score	Below 50/100
real estate agents	San Diego	18	72/100	22 %
real estate agents	Miami	16	55/100	50 %

Spain

Profession	City	Sites	Average score	Below 50/100
real estate agents	Madrid	29	70/100	17 %
real estate agents	Barcelone	27	72/100	11 %
building tradespeople	Madrid	34	84/100	12 %
building tradespeople	Barcelone	32	85/100	3 %
lawyers	Madrid	47	87/100	0 %
lawyers	Barcelone	32	79/100	3 %
dentists	Madrid	25	89/100	0 %
dentists	Barcelone	23	76/100	22 %
hairdressers	Madrid	28	74/100	18 %
hairdressers	Barcelone	24	69/100	17 %
consultants-freelance	Barcelone	18	64/100	28 %
consultants-freelance	Madrid	17	77/100	12 %
chartered accountants	Barcelone	34	75/100	9 %
chartered accountants	Madrid	23	70/100	26 %
car mechanics	Barcelone	26	59/100	42 %
car mechanics	Madrid	21	63/100	33 %
osteopaths	Madrid	19	82/100	5 %
osteopaths	Barcelone	12	75/100	8 %
photographers	Barcelone	16	63/100	38 %
photographers	Madrid	12	81/100	8 %
restaurant owners	Barcelone	21	71/100	24 %

Belgium

Profession	City	Sites	Average score	Below 50/100
real estate agents	Bruxelles	35	69/100	9 %
building tradespeople	Bruxelles	32	68/100	22 %
lawyers	Bruxelles	26	66/100	31 %
dentists	Bruxelles	22	68/100	18 %
hairdressers	Bruxelles	15	67/100	27 %
consultants-freelance	Bruxelles	23	67/100	26 %
chartered accountants	Bruxelles	23	69/100	13 %
car mechanics	Bruxelles	23	62/100	43 %
osteopaths	Bruxelles	5	78/100	20 %
photographers	Bruxelles	18	81/100	17 %
restaurant owners	Bruxelles	16	75/100	0 %
real estate agents	Antwerpen	21	74/100	5 %
real estate agents	Gent	18	66/100	28 %

France

Profession	City	Sites	Average score	Below 50/100
real estate agents	Paris	43	71/100	14 %
real estate agents	Marseille	33	68/100	15 %
real estate agents	Lyon	30	69/100	13 %
building tradespeople	Paris	29	76/100	7 %
building tradespeople	Marseille	28	76/100	7 %
building tradespeople	Lyon	25	76/100	12 %
lawyers	Lyon	45	76/100	7 %
lawyers	Marseille	42	72/100	12 %
lawyers	Paris	37	76/100	11 %
dentists	Paris	39	79/100	5 %
dentists	Lyon	34	70/100	12 %
dentists	Marseille	33	74/100	6 %
hairdressers	Paris	29	74/100	14 %
hairdressers	Marseille	24	77/100	13 %
hairdressers	Lyon	22	84/100	5 %
consultants-freelance	Lyon	25	72/100	12 %
consultants-freelance	Paris	25	78/100	4 %
consultants-freelance	Marseille	20	78/100	0 %
chartered accountants	Paris	34	79/100	12 %
chartered accountants	Lyon	28	77/100	4 %
chartered accountants	Marseille	27	77/100	19 %
car mechanics	Paris	31	67/100	32 %
car mechanics	Lyon	30	66/100	17 %
car mechanics	Marseille	23	68/100	9 %
osteopaths	Nancy	10	88/100	0 %
osteopaths	Puteaux	6	87/100	0 %
osteopaths	Roubaix	5	87/100	0 %
photographers	Lyon	28	80/100	14 %
photographers	Paris	20	74/100	10 %
photographers	Marseille	16	86/100	0 %
restaurant owners	Lyon	7	79/100	14 %
restaurant owners	Marseille	5	71/100	20 %

Italy

Profession	City	Sites	Average score	Below 50/100
real estate agents	Milan	26	59/100	46 %
building tradespeople	Milan	37	70/100	22 %
lawyers	Milan	20	74/100	20 %
dentists	Milan	36	77/100	8 %
hairdressers	Milan	33	73/100	21 %
consultants-freelance	Milan	12	65/100	17 %
chartered accountants	Milan	31	77/100	10 %
car mechanics	Milan	10	56/100	50 %

Netherlands

Profession	City	Sites	Average score	Below 50/100
real estate agents	Amsterdam	26	70/100	27 %
real estate agents	Rotterdam	20	79/100	5 %

Poland

Profession	City	Sites	Average score	Below 50/100
real estate agents	Krakow	15	66/100	40 %

Portugal

Profession	City	Sites	Average score	Below 50/100
real estate agents	Lisbonne	32	74/100	16 %
building tradespeople	Lisbonne	35	66/100	26 %
lawyers	Lisbonne	30	62/100	37 %
dentists	Lisbonne	17	69/100	18 %
hairdressers	Lisbonne	23	64/100	35 %
consultants-freelance	Lisbonne	13	74/100	0 %
chartered accountants	Lisbonne	28	70/100	14 %
notaries	Lisbonne	5	60/100	40 %
osteopaths	Lisbonne	7	78/100	29 %
photographers	Lisbonne	18	69/100	22 %
restaurant owners	Lisbonne	8	79/100	0 %

Method: each site is read automatically, without human judgement, and scored on what an AI assistant can understand (activity, location, hours, prices, reviews, contact). A score below 50 means an assistant is likely not to recommend this professional.