City index · AR · scans continue hourly

Buenos Aires: which businesses can AI agents use?

Every restaurant and fast food business in Buenos Aires with its own website, scanned the same way. 187 of 273 scanned so far.

273 businesses on a map, by grade: 14 A or B, 102 C or D, 157 F — 273 of 273 scannedA or B 14C or D 102F 157the map page

3,878

businesses in OpenStreetMap

273

have their own website on record

27%

of reachable sites turn an AI crawler away at the edge

score A or B so far

A 3 · B 11 · C 43 · D 59 · F 71

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

Leaderboard

Ranked by Agent-Direct Score

Own one of these? Open its page to rescan or claim it. 46 places you can book or order from directly →

#	Business	Score	Menu	Direct channel	AI crawlers
1	Hard Rock Cafe hardrock.com · american	A 92%	HTML page	own site	open
2	Cabaña Villegas lacabana.com.ar	A 87.5%	HTML page	own site	open
3	Romario romario.com.ar · pizza	A 87.5%	none	own site	open
4	Furaibo furaiboba.com.ar	B 84.6%	HTML page	own site	blocked
5	Mr. Ho queresto.com · korean	B 81.5%	none	own site	open
6	Bravo bravoitalian.com · italian	B 79.1%	HTML page	own site	blocked
7	Los Maestros losmaestros.com.ar · pizza	B 78.8%	HTML page	own site	open
8	La Guitarrita laguitarrita.com.ar · pizza	B 77.5%	HTML page	own site	open
9	NOLA nolabuenosaires.com · american, cajun	B 77.5%	HTML page	own site	open
10	Rapanui rapanui.com.ar · chocolate	B 77.5%	HTML page	own site	open
11	Gaucha Restaurante gauchaba.com	B 75.4%	none	third party	open
12	Long John Silver's ljsilvers.com · seafood	B 72.3%	HTML page	own site	open
13	Subway subwayfrance.fr · sandwich	B 72.3%	HTML page	own site	open
14	Fabric Sushi fabricsushi.com.ar · sushi, oriental	B 70.8%	HTML page	third party	open
15	Big Pons bigpons.com.ar	C 69.4%	none	own site	open
16	Deniro denirohamburgueseria.com.ar · burger	C 68.8%	none	own site	open
17	El club de la milanesa elclubdelamilanesa.com · argentinian	C 68.8%	HTML page	third party	blocked
18	La Buena Cocina labuenacocina.net · pizza	C 68.8%	none	own site	open
19	La Continental lacontinental.com · pizza	C 68.8%	HTML page	own site	open
20	Mostaza mostazaweb.com.ar · burger	C 68.8%	HTML page	own site	open
21	La Crespo lacrespo.com · european, israeli, eastern_european	C 67.7%	HTML page	none	open
22	Buenos Aires Grill linktr.ee	C 67.5%	HTML page	own site	open
23	Club de Pescadores club-pescadores.com.ar · seafood	C 67.5%	HTML page	own site	open
24	Fortín Salteño xn--fortinsalteo-khb.com.ar	C 67.5%	HTML page	own site	open
25	Kansas kansasgrillandbar.com.ar · steak_house, barbecue, argentinian	C 67.5%	HTML page	own site	open

Show all 185

#	Business	Score	Menu	Direct channel	AI crawlers
26	Mi Gusto migusto.com.ar · argentinian	C 67.5%	HTML page	own site	open
27	Torino Norte pizzeriatorino.com.ar · pizza	C 67.5%	HTML page	own site	open
28	Wendy's wendys.com · burger	C 67.5%	HTML page	own site	open
29	Albur alburrestaurantconcert.com.ar	C 66.2%	HTML page	none	open
30	Arte de Mafia artedemafia.com.ar · italian	C 66.2%	HTML page	none	open
31	Tienda de Empanadas tiendadeempanadas.com.ar · empanada	C 65.7%	HTML page	third party	blocked
32	Oporto oporto.com.au · burger, chicken	C 65%	HTML page	own site	open
33	Pulpería Quilapán pulperia.ar · regional	C 65%	PDF	own site	open
34	Ramallo Club ramalloclub.com · sandwich	C 64.6%	none	own site	blocked
35	Gran Parrilla del Plata pianomusicsheet.net · steak_house, argentinian	C 64.1%	none	own site	open
36	La Birra Bar labirrabar.com · burger	C 63.8%	PDF	own site	open
37	TGI Friday's tgifridaysargentina.com.ar · american	C 63.8%	HTML page	own site	open
38	Pizerria Los Leños xn--losleos-8za.com.ar · pizza	C 63.4%	HTML page	own site	blocked
39	Tupé Parrilla tupe.com.ar · argentinian, barbecue	C 62.5%	elsewhere	own site	open
40	1810 1810cocinaregional.com · regional	C 61.5%	none	third party	open
41	Burger 54 burger54.com.ar · burger	C 61.5%	HTML page	none	open
42	Estilo Campo estilo-campo.com.ar · steak_house	C 61.5%	HTML page	none	open
43	Sampa sampa.com.ar · local, mexican	C 61.5%	HTML page	none	open
44	Tercera Docena terceradocena.com.ar · empanadas	C 61.5%	HTML page	none	open
45	La Payada lapayada.com.ar · regional	C 60%	HTML page	third party	open
46	Wakusei wakuseisushi.com.ar · sushi	C 59.1%	HTML page	own site	blocked
47	Almacén de Pizzas almacendepizzas.com · pizza	C 58.8%	HTML page	own site	open
48	KFC kfc.co.uk · chicken	C 58.8%	HTML page	own site	open
49	Lo de Mario lodemario.com.ar · sandwich	C 58.8%	HTML page	own site	open
50	Sushi Pop sushipop.com.ar · sushi	C 58.8%	none	own site	open
51	Wimpy uk.com · burger	C 58.8%	HTML page	none	open
52	Milanga & Co milangaco.com.ar · burger, sandwich	C 58.5%	HTML page	none	open
53	Tucson tucsonrestaurante.com · american	C 58.5%	HTML page	third party	open
54	Wendy's wendys.com.ar · burger	C 56.3%	none	own site	open
55	Casa Fortuna lalai.com.ar · oriental	C 55.4%	none	none	open
56	Crêpas crepas.com.uy · crepe	C 55%	none	own site	open
57	Celi Gourmet celigourmet.com.ar	D 53.8%	none	none	open
58	Iceland icelandhelados.com · ice_cream	D 53.8%	none	none	open
59	Pizza Alla Pala pizzaallapala.com.ar · pizza	D 53.8%	elsewhere	none	open
60	Sale & Pepe saleepepe.com.ar	D 53.8%	HTML page	none	open
61	Tomasso tomassopizzas.com.ar · pizza	D 53.8%	HTML page	third party	open
62	Pablos pablosdevoto.com.ar · coffee_shop, breakfast	D 53.4%	HTML page	third party	blocked
63	Dean & Dennys dean.ar · friture	D 52.5%	elsewhere	own site	open
64	Marcelona Pizza marcelona.com.ar · pizza, empanada	D 52.3%	HTML page	third party	open
65	Shawami shami.com.ar · shawarma	D 52.3%	HTML page	none	open
66	Quick quick.fr · pizza	D 50.9%	PDF	own site	blocked
67	Cachito Premium cachitopremium.com.ar · regional, burger, coffee_shop, sandwich	D 50.8%	elsewhere	third party	open
68	Churros El Topo churroseltopo.com · churro	D 50.8%	none	none	open
69	KOI Dumplings koidumplings.com · ramen, asian	D 50.8%	elsewhere	third party	open
70	La Americana pizzerialaamericana.com.ar · pizza, empanada, farinata, fainá	D 50.8%	none	none	open
71	La Cava del Querandi elreto.com.ar	D 50.8%	none	none	open
72	Las Cabras lascabras.com.ar	D 50.8%	HTML page	none	open
73	Niño Gordo niniogordo.us	D 50.8%	PDF	marketplace	open
74	Nobiru nobiru.com.ar · japanese	D 50.8%	elsewhere	third party	open
75	Sao Paolo dondecomer.ar · pizza	D 50.8%	none	none	open
76	Grill Dandy somosdandy.com · parrilla	D 50%	none	own site	open
77	Casa Munay casamunay.com · breakfast, coffee_shop, diner, sandwich	D 49.2%	HTML page	none	open
78	Croque Madame croquemadame.com.ar	D 49.2%	HTML page	none	open
79	Kentucky correoargentino.com.ar · pizza, empanada	D 49.2%	HTML page	none	open
80	Murasaki murasaki.com.ar · japanese	D 49.2%	HTML page	none	open
81	Nueva Casa Japonesa casajaponesa.com.ar · japanese	D 49.2%	HTML page	none	open
82	Pizzería Angelín webnode.es · pizza	D 49.2%	HTML page	none	open
83	Puerto Cristal puerto-cristal.com.ar	D 49.2%	HTML page	none	open
84	Sabores Express saboresexpress.com.ar · argentinian, pizza	D 49.2%	HTML page	none	open
85	Sensu sensu.com.ar · sushi	D 49.2%	HTML page	none	open
86	Glumy glumy.com.ar	D 48.8%	HTML page	none	blocked
87	Las Cañas lascanasrestaurant.com	D 48.8%	HTML page	none	blocked
88	Pizza Factory pizzafactory.com.ar · pizza	D 48.2%	none	none	open
89	Agua - Asian Bites aguabites.com	D 47.7%	none	third party	open
90	Alameda alameda-restaurante.com.ar	D 47.7%	PDF	none	open
91	Siga La Vaca sigalavaca.com · steak_house	D 47.7%	none	third party	open
92	La Paceña lapacena.com · empanada:pizza	D 47.5%	none	own site	open
93	SushiClub sushiclub.com.ar · sushi	D 47.2%	HTML page	own site	blocked
94	Bankedo Plaza bankedoplaza.com · mediterranean	D 46.2%	elsewhere	none	open
95	Fujisan fujisan.com.ar · japanese	D 46.2%	elsewhere	third party	open
96	Hierro hierroparrilla.com · steak_house	D 46.2%	HTML page	none	open
97	Lo de Carlitos lodecarlitos.com · burger, crepe	D 46.2%	HTML page	none	open
98	Zomma zomma.com.ar · tapas, bocados	D 46.2%	elsewhere	none	open
99	Centro Montañés - Casa de Cantabria casadecantabria.com.ar	D 45.7%	none	none	blocked
100	La Madonnina lamadonninaresto.com.ar · italian	D 45.4%	elsewhere	own site	blocked
101	Baloma balomacomidas.com	D 44.6%	none	third party	open
102	La Casona de Flores blogspot.com	D 44.6%	HTML page	none	open
103	Alicia idnslotss.com · mediterranean	D 43.5%	none	none	blocked
104	Aramburu arambururesto.com.ar	D 43.1%	none	none	open
105	Casal de Catalunya mobirisesite.com · spanish	D 43.1%	none	none	open
106	Anti Gourmet antigourmet.com.ar · argentinian	D 41.5%	elsewhere	none	open
107	Big Pizza bigpizza.com.ar	D 41.5%	none	none	open
108	La Fábrica lafabrica.com.ar	D 41.5%	none	none	open
109	Las cortaderas estrago.com.ar	D 41.5%	none	none	open
110	Rincón Hispano rinconhispano.com.ar · hispanic, mediterranean	D 41.5%	PDF	none	open
111	Sakura sakurasushi-bar.com · sushi	D 41.5%	none	none	open
112	La Siesta guiaoleo.com · regional	D 40.5%	none	none	blocked
113	Bahia Madero hugedomains.com	D 40%	none	none	open
114	Martin Cocina martincocina.com.ar · burger, sandwich, french, argentinian, local, asian, steak_house, pasta, italian, pizza, chicken, spanish, italian_pizza	D 40%	none	none	open
115	Teglia teglia.com.ar · pizza, empanada, pasta, salad, bread	D 40%	elsewhere	none	open
116	Artemisia artemisianatural.com · organic	F 38.5%	none	none	open
117	Brioche Dorée briochedoree.com · sandwich, salad	F 38.5%	none	none	open
118	Centro Asturiano centroasturianobsas.org.ar · regional, seafood, fish, spanish, mediterranean	F 38.5%	none	none	open
119	Cerveza Hormiga Negra hormiganegra.com.ar · burger, pizza, sandwich, mexican, regional	F 38.5%	none	none	open
120	Chicken Chill chickenchill.com.ar	F 38.5%	none	none	open
121	Diggs diggs.com.ar	F 38.5%	none	none	open
122	El Noble elnoble.com.ar · empanada	F 38.5%	none	none	open
123	Green & Company greenandcompany.com.ar · wok	F 38.5%	none	none	open
124	Hierro bodegon brandonrestaurant.com	F 38.5%	none	none	open
125	Kentucky kentucky.com.ar · pizza, empanada	F 38.5%	none	none	open
126	La Cantinita autentiskledelse.no	F 38.5%	none	none	open
127	La Juvenil lajuvenilpastas.com.ar	F 38.5%	none	none	open
128	La Mar lamarcebicheria.com.ar · peruvian	F 38.5%	none	none	open
129	London City londoncity.com.ar	F 38.5%	none	none	open
130	Morita empanadasmorita.com.ar · empanada	F 38.5%	none	none	open
131	Lucio luciopizzaypasta.com · pizza, pasta	F 36.9%	none	none	open
132	Brasserie Petanque brasseriepetanque.com · french	F 35.8%	none	none	blocked
133	Mon Poulet monpoulet.wtf · chicken, french	F 35.8%	none	third party	blocked
134	Arepas Club by Changir fu.do	F 35.4%	none	none	open
135	Brothers cookiebrothers.com.ar · breakfast	F 35.4%	none	none	open
136	Burger King burgerking.com.ar · burger	F 35.4%	none	none	open
137	Burger King bk.com · burger	F 35.4%	none	none	open
138	El Fortín pizzeriaelfortin.com.ar · pizza	F 35.4%	none	none	open
139	El Molino Dorado lovable.app · russian	F 35.4%	none	none	open
140	El Ombú el-ombu.com · sandwich	F 35.4%	none	none	open
141	Jornal jornal.com.ar · pizza, coffee_shop, dessert	F 35.4%	none	none	open
142	La Panera Rosa lapanerarosa.com.ar · deli, coffee_shop, breakfast, crepe	F 35.4%	none	none	open
143	Los 36 Billares los36billares.com.ar	F 35.4%	none	none	open
144	Piegari Carnes piegari.com.ar · steak_house	F 35.4%	none	none	open
145	Victoria Impala victoriaimpala.com.ar · pizza, grill, burger, regional, coffee_shop, sandwich, seafood, steak_house	F 35.4%	none	none	open
146	Parecchio parecchio.com · pizza	F 33.8%	none	none	open
147	Pizza Gigante pizzasgigantes.com.ar · pizza	F 33.8%	HTML page	none	blocked
148	Il Bersagliere ilbersagliere.com.ar · italian	F 33.4%	none	none	blocked
149	The Embers theembersrestaurant.com.ar · burger	F 31.8%	PDF	none	blocked
150	Ache Delugo achedelugo.com	F 30.8%	none	none	open
151	Arte Sano artesano-naturista.com.ar	F 30.8%	none	none	open
152	Ave Caesar avecaesar.com · chicken	F 30.8%	none	none	open
153	Bakano Pizza bakano.com · pizza, argentinian, breakfast, coffee_shop, italian_pizza, pasta, sandwich	F 30.8%	none	none	open
154	Güerrín pizzeriaguerrin.com · pizza	F 30.8%	none	none	open
155	Kentucky pizzeriaskentucky.com · pizza	F 30.8%	none	none	open
156	La Farola de Dorrego lafaroladorrego.com · pizza	F 30.8%	none	none	open
157	Soraya soraya.com.ar	F 30.8%	none	none	open
158	FiFí Almacén fifialmacen.com.ar	F 28.2%	none	none	blocked
159	Roncesvalles - Villa del Parque roncesvalles.com.ar	F 25.5%	none	none	blocked
160	Mi Gusto migustoesdiferente.com.ar · pizza, empanada	F 24.3%	none	none	blocked
161	Perú Deli peru-deli.com · international	F 23.5%	none	none	blocked
162	China Wok eatchinawok.com · chinese	F 15.4%	none	none	open
163	Brozziano Empanadas brozziano.ar · empanada	F 0%	unreachable	none	blocked
164	Coper coper.com.ar	F 0%	unreachable	none	blocked
165	Costumbres Argentinas costumbres.com.ar · burger	F 0%	unreachable	none	blocked
166	Demetria demetria.com.ar	F 0%	unreachable	none	open
167	Empanadas Gourmet empanadasgourmet.com.ar · empanada	F 0%	unreachable	none	open
168	Galidón galidon.com.ar	F 0%	unreachable	none	blocked
169	Gran Bar Danzón granbardanzon.com.ar · international, sushi	F 0%	unreachable	none	open
170	KFC kfc.com.ar · chicken	F 0%	unreachable	none	blocked
171	Let it V letitv.com.ar · asian	F 0%	unreachable	none	blocked
172	Los Inmortales - Corrientes losinmortales.com · pizza	F 0%	unreachable	none	blocked
173	McDonald's mcdonalds.com · burger	F 0%	unreachable	none	blocked
174	McDonald's mcdonalds.com.ar · burger	F 0%	unreachable	none	blocked
175	Panda Express pandaexpress.com · chinese	F 0%	unreachable	none	blocked
176	Pickit pickitfood.com	F 0%	unreachable	none	blocked
177	Pizza Pizza pizzapizza.ca · pizza	F 0%	unreachable	none	blocked
178	Pizza Vegana San Telmo pizzavegana.com	F 0%	unreachable	none	open
179	Rincón Norteño rinconnorteno.com.ar · empanada	F 0%	unreachable	none	blocked
180	Rochino rochino.com.ar	F 0%	unreachable	none	blocked
181	Sattva sattva.com.ar	F 0%	unreachable	none	open
182	Taj Mahal tajmahalresto.com.ar · indian	F 0%	unreachable	none	blocked
183	TheFoodTruckStore thefoodtruckstore.com.ar	F 0%	unreachable	none	blocked
184	Tomate tomate.com.ar · argentinian	F 0%	unreachable	none	blocked
185	Vicente López instagram.com	F 0%	unreachable	none	blocked

Findings

What the index found in Buenos Aires

Menu or price list

none	82
HTML page	63
elsewhere	12
PDF	7

Direct booking or ordering

none	99
own site	46
third party	18
marketplace	1

Site builder

Unknown	90
Wordpress	60
Wix	7
Godaddy	2
Squarespace	2
Shopify	1

AI crawlers

Turn at least one away at the edge	45
Block one in robots.txt	7
Turn every visitor without a browser away	16
Did not answer in time	5
Unreachable from our scanner	23
No working site (dead address)	86

Counts are over the 164 reachable sites, latest scan of each. Listings come from OpenStreetMap; businesses without a website of their own are counted but not scanned. 86 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.

Assistants · October 2026

Where assistants send people in Buenos Aires

Of 24 answers from ChatGPT and Gemini, 79% link a business's own site or its booking software and 0% link a marketplace. The five destinations linked most:

Destination	Kind	Answers	Share
The businesses' own sites	own site	19	79%
Press, guides and forums	press and guides	5	21%
Instagram	directory	4	17%
bairessecreta.com	other site	2	8%
Facebook	directory	2	8%

The full league table, assistant by assistant → · The places named, question by question

What assistants recommend in Buenos Aires

Each assistant was asked the way people ask, with web search on, for up to three places and a link to book or order with each one directly. Of the places it recommended, how many came with a link to the place's own site, a marketplace, a directory, or no link at all.

Assistant	Own site or direct	Marketplace	Directory	No link	Places
ChatGPT	85%	0%	0%	15%	33
Gemini	72%	0%	7%	21%	29

Asked on 2026-10-15. A place in this index links to its report; a place with a site of its own that is not in the index yet links to a scan; "no link" means the assistant named it but gave no link to its site. Question by question →

Month by month

Buenos Aires, 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	273	27%	28%	14

Kind

Buenos Aires, by kind

Each kind of business is its own index, scanned the same way. This page is the restaurants and fast food index.

Kind	Businesses	Own site	Sites scanned	Grades
restaurants and fast food this page	3,878	273	187	A 3 · B 11 · C 43 · D 59 · F 71
cafes and bars	2,253	151	115	A 1 · B 10 · C 25 · D 27 · F 52
hairdressers and beauty salons	861	28	20	A 0 · B 1 · C 1 · D 8 · F 10
dentists, clinics and vets	777	68	53	A 0 · B 3 · C 9 · D 21 · F 20
tours, attractions and museums	362	85	61	A 0 · B 4 · C 8 · D 17 · F 32

Transactable

Can an agent transact in Buenos Aires?

0 of 164 reachable sites expose a rail an agent could transact through. 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.