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São Paulo tours, attractions and museums: which businesses can AI agents use?

Every tour operator, attraction and museum in São Paulo with its own website, scanned the same way. 59 of 1,369 scanned so far.

68 businesses on a map, by grade: 6 A or B, 24 C or D, 38 F — 68 of 68 scannedA or B 6C or D 24F 38the map page

9,936

businesses in OpenStreetMap

1,369

have their own website on record

41%

of reachable sites turn an AI crawler away at the edge

score A or B so far

A 0 · B 6 · C 12 · D 11 · F 30

Scores are provisional where the action test or the citation check is still to come. Esta página em português · Methodology · Markdown · JSON.

Leaderboard

Ranked by Agent-Direct Score

Own one of these? Open its page to rescan or claim it. 16 places you can book or order from directly →

#	Business	Score	Menu	Direct channel	AI crawlers
1	Instituto Social Nossa Senhora de Fátima acaonsfatima.org.br	B 80%	none	own site	open
2	Capela dos Aflitos arquisp.org.br	B 73.8%	none	own site	open
3	Museu Judaico de São Paulo museujudaicosp.org.br	B 73.8%	none	own site	open
4	Museu Paulista museudoipiranga.org.br	B 73.8%	none	own site	open
5	Museu de Arte Moderna de São Paulo mam.org.br	B 73.8%	none	own site	open
6	Museu do Futebol museudofutebol.org.br	B 72.3%	HTML page	own site	open
7	Restaurante Flutuante Caravelas restauranteflutuante.com.br · fish_and_chips, seafood, dessert	C 69.2%	none	none	open
8	Mirante miranterestaurante.com.br · brazilian, dessert	C 68.8%	HTML page	own site	open
9	Salão de Chá e Museu fundacaooscaramericano.org.br	C 68.8%	HTML page	own site	open
10	Santuário Ecológico da Serra do Mar santuariodeumbanda.com.br	C 68.8%	none	own site	open
11	Museu Casa Guilherme de Almeida casaguilhermedealmeida.org.br	C 63.1%	none	own site	open
12	MUB3 - Museu da Bolsa do Brasil mub3.org.br	C 61.5%	none	own site	open
13	Parque Escola parqueescola.org.br	C 61.5%	none	own site	open
14	Mosteiro Nossa Senhora da Imaculada Conceição da Luz mosteirodaluz.org.br	C 58.8%	none	own site	open
15	Mercado Municipal de Rudge Ramos mercadomunicipalsbc.com.br	C 56.9%	none	none	open
16	Pateo do Collegio pateodocollegio.com.br	C 56.9%	none	none	open
17	Fundação Ema Klabin emaklabin.org.br	C 56.5%	HTML page	none	blocked
18	Museu da Língua Portuguesa museudalinguaportuguesa.org.br	C 56.5%	none	own site	blocked
19	Edifício Itália edificioitalia.com.br	D 53.8%	none	none	open
20	Shopping Light shoppinglight.com.br	D 53.8%	none	none	open
21	Museu das Favelas museudasfavelas.org.br	D 52.8%	none	own site	blocked
22	CWT mycwt.com	D 50.8%	none	none	open
23	Museu Afro-Brasil museuafrobrasil.org.br	D 50.8%	none	none	open
24	Jardim Botânico de São Paulo jardimbotanico.com.br	D 50%	none	own site	open
25	Casa das Rosas casadasrosas.org.br	D 43.1%	none	none	open

Show all 59

#	Business	Score	Menu	Direct channel	AI crawlers
26	Escola de Samba Rosas de Ouro sociedaderosasdeouro.com.br	D 41.5%	none	none	open
27	Oratório Nossa Senhora de Fátima diocesedesantoamaro.org.br	D 41.5%	elsewhere	none	open
28	Zadher Turismo zadherturismo.com.br	D 41.5%	none	none	open
29	Mercado Municipal de São Paulo oportaldomercadao.com.br	D 40.5%	none	none	blocked
30	Feriani Turismo ferianiturismo.com.br	F 38.5%	none	none	open
31	Fundação Pró Memória fpm.org.br	F 38.5%	none	none	open
32	Instituto Bardi institutobardi.org.br	F 38.5%	none	none	open
33	Litoral Plaza Shopping litoralplaza.com.br	F 38.5%	none	none	open
34	Sala São Paulo salasaopaulo.art.br	F 38.5%	none	none	open
35	Club A cluba.com.br	F 38%	none	none	blocked
36	Museu Histórico da Imigração Japonesa no Brasil bunkyo.org.br	F 38%	image	none	blocked
37	Catavento Cultural e Educacional cataventocultural.org.br	F 35.4%	none	none	open
38	Maxxima Turismo maxximaturismo.com.br	F 35.4%	none	none	open
39	Museu Histórico Municipal de São Caetano do Sul saocaetanodosul.sp.gov.br	F 35.4%	none	none	open
40	Museu de Santo André Doutor Octaviano Armando Gaiarsa santoandre.sp.gov.br	F 35.4%	none	none	open
41	Museu da Imprensa Automotiva (MIAU) miaumuseu.com.br	F 33.8%	none	none	open
42	Museu Botânico Doutor João Barbosa Rodrigues ibot.sp.gov.br	F 30.8%	none	none	open
43	Farol Santander São Paulo farolsantander.com.br	F 20%	none	none	blocked
44	102° DP - Socorro - Polícia Civil - Distrito Policial policiacivil.sp.gov.br	F 0%	unreachable	none	blocked
45	A CASA acasa.org.br	F 0%	none	none	blocked
46	Bar e Mercearia J. C. Zézito santosfc.com.br	F 0%	unreachable	none	blocked
47	Centro Cultural Banco do Brasil São Paulo bb.com.br	F 0%	unreachable	none	blocked
48	Escola Estadual Capistrano de Abreu wordpress.com	F 0%	unreachable	none	blocked
49	Guarda Civil Metropolitana gcm.sp.gov.br	F 0%	unreachable	none	open
50	Mercado Municipal da Lapa mercadodalapa.com.br	F 0%	unreachable	none	blocked
51	Mercado Municipal de São Miguel Paulista prefeitura.sp.gov.br	F 0%	unreachable	none	blocked
52	Museu Lasar Segall www.gov.br	F 0%	unreachable	none	open
53	Museu de Arte Popular (MAP) diadema.sp.gov.br	F 0%	unreachable	none	open
54	Museu do Instituto Biológico biologico.sp.gov.br	F 0%	unreachable	none	open
55	Parque Natural Estoril saobernardo.sp.gov.br	F 0%	unreachable	none	open
56	Restaurante Flutuante Netuno flutuantenetuno.com.br · regional, seafood, dessert	F 0%	unreachable	none	blocked
57	Secretaria da Educação do Estado de São Paulo educacao.sp.gov.br	F 0%	unreachable	none	blocked
58	Secretaria da Justiça e da Defesa da Cidadania justica.sp.gov.br	F 0%	unreachable	none	open
59	Zelitur zelitur.com.br	F 0%	unreachable	none	blocked

Findings

What the index found in São Paulo tours, attractions and museums

Menu or price list

none	38
HTML page	4
elsewhere	1
image	1

Direct booking or ordering

none	28
own site	16

Site builder

Wordpress	22
Unknown	17
Wix	5

AI crawlers

Turn at least one away at the edge	18
Block one in robots.txt	0
Turn every visitor without a browser away	9
Did not answer in time	5
Unreachable from our scanner	15
No working site (dead address)	8

Counts are over the 44 reachable sites, latest scan of each. Listings come from OpenStreetMap; businesses without a website of their own are counted but not scanned. 8 more have an address that no longer answers (dead domain, bad certificate or server down); they count next to the businesses without a website and stay out of the ranking.

Month by month

São Paulo tours, attractions and museums, month by month

A dated page per month, final once the month ends: how many sites turn AI crawlers away, how many take bookings or orders on their own domain, how many score A or B.

Month	Sites scanned	Turn a crawler away	Direct booking or ordering	A or B
October 2026 so far	67	41%	36%	6

Kind

São Paulo, by kind

Each kind of business is its own index, scanned the same way. This page is the tours, attractions and museums index.

Kind	Businesses	Has a website	Sites scanned	Grades
restaurants and fast food	25,771	8,318	0
cafes and bars	11,381	2,130	74	A 1 · B 9 · C 18 · D 21 · F 25
hairdressers and beauty salons	26,559	4,354	14	A 0 · B 4 · C 3 · D 2 · F 5
dentists, clinics and vets	18,181	7,697	79	A 0 · B 6 · C 24 · D 26 · F 23
tours, attractions and museums this page	9,936	2,412	59	A 0 · B 6 · C 12 · D 11 · F 30

1,043 of them are outlets of chains: a chain's site is scanned once and counted once in the rankings.

Transactable

Can an agent transact in São Paulo tours, attractions and museums?

4 of 44 reachable sites expose a rail an agent could transact through: UCP profile 4. Measured, not scored.

A rail is a UCP profile, an ACP discovery document, an MCP server card, or an ordering vendor that takes orders placed by assistants (Square and Toast, and any vendor whose terms allow agents). Counted from the latest scan of each site; older scans were not measured. Methodology · vendor terms for agents.