City index · FR · scans continue hourly

Marseille: which businesses can AI agents use?

Every restaurant and fast food business in Marseille with its own website, scanned the same way. 221 of 282 scanned so far.

1,692

businesses in OpenStreetMap

282

have their own website on record

23%

of reachable sites turn an AI crawler away at the edge

score A or B so far

A 25 · B 57 · C 45 · D 33 · F 61

Scores are provisional where the action test or the citation check is still to come. Cette page en français · Methodology · Markdown · JSON.

Findings

What the index found in Marseille

Menu or price list

HTML page	116
none	56
PDF	9
on the page	6
elsewhere	4

Direct booking or ordering

none	89
own site	72
marketplace	10
third party	10
vendor on own site	10

Site builder

Unknown	102
Wordpress	78
Squarespace	3
Webflow	3
Wix	3
Jimdo	1

AI crawlers

Turn at least one away at the edge	43
Block one in robots.txt	1
Turn every visitor without a browser away	17
Did not answer in time	9
Unreachable from our scanner	30
No working site (dead address)	61

Counts are over the 191 reachable sites, latest scan of each. Listings come from OpenStreetMap; businesses without a website of their own are counted but not scanned. 61 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.

Kind

Marseille, 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	1,692	282	221	A 25 · B 57 · C 45 · D 33 · F 61
cafes and bars	636	57	48	A 4 · B 10 · C 12 · D 10 · F 12
hairdressers and beauty salons	415	29	21	A 1 · B 5 · C 3 · D 5 · F 7
dentists, clinics and vets	224	46	42	A 1 · B 8 · C 16 · D 9 · F 8
tours, attractions and museums	104	25	23	A 1 · B 7 · C 6 · D 2 · F 7

Month by month

Marseille, 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	282	23%	43%	82

Month by month

Marseille, month by month: the chart

October 2026 so far: 23% of reachable sites turn a crawler away, 43% take a booking or an order on their own domain, 82 score A or B. The chart gains a point each month.

Transactable

Can an agent transact in Marseille?

0 of 191 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.

Leaderboard

Ranked by Agent-Direct Score

Own one of these? Open its page to rescan or claim it. 82 places you can book or order from directly →

#	Business	Score	Menu	Direct channel	AI crawlers
1	Bar Restaurant de La Grotte lagrotte-restaurant.fr · french	A 100%	HTML page	own site	open
2	Basilic & Co basilic-and-co.com · pizza	A 100%	HTML page	own site	open
3	Gerarh gerarh.fr · french	A 100%	HTML page	own site	open
4	L'Esplaï du Grand Bar des Goudes grandbardesgoudes.fr · french	A 100%	HTML page	own site	open
5	Latté lattemarseille.fr	A 100%	HTML page	own site	open
6	Gold Eagles goldeagles.fr · burger, fish_and_chips	A 92.5%	HTML page	own site	open
7	Les enfants gâtés lesenfantsgates.net · italian, international, french	A 90.8%	HTML page	own site	open
8	Nul Part Ailleurs restaurantnulpartailleurs.com · regional, french, pizza	A 90.8%	HTML page	own site	open
9	Restaurant De La Gare restaurant-de-la-gare-la-penne-sur-huveaune.fr · french	A 90.8%	HTML page	own site	open
10	The Roof Kitchen theroofkitchen.fr	A 90.8%	HTML page	own site	open
11	La Tasca latasca.fr · tapas	A 90%	HTML page	own site	open
12	Le Nautilus le-nautilus-restaurant-marseille.fr · pizza, regional, mediterranean, fish, steak_house	A 90%	HTML page	own site	open
13	OLLā \| La Vieille Charité marsclub.fr · fusion, mediterranean, french	A 90%	HTML page	own site	open
14	Ashoka restaurant-ashoka.com · indian	A 87.7%	HTML page	own site	open
15	Buffalo Grill Marseille La Valentine buffalo-grill.fr · grill	A 87.7%	HTML page	vendor on own site	open
16	Chez Marwan chezmarwan.com · lebanese	A 87.7%	HTML page	own site	open
17	Trattoria del Sud da Vicenzo trattoriadelsud.fr · italian_pizza	A 87.7%	HTML page	own site	open
18	Les 3 Brasseurs 3brasseurs.com	A 86.3%	HTML page	own site	open
19	Ashourya ashourya.fr · syrian	A 86.2%	HTML page	own site	open
20	Ate Qu'enfim atequenfim-restaurant-portugais.fr · portuguese	A 86.2%	HTML page	own site	open
21	L'Escapade lescapademarseille.com	A 86.2%	PDF	own site	open
22	L'auberge du Mérou aubergedumerou.fr	A 86.2%	HTML page	own site	open
23	La Baie des Singes la-baie-des-singes.fr · french	A 86.2%	HTML page	own site	open
24	Les Trésors du Liban lestresorsduliban.fr · lebanese	A 86.2%	HTML page	own site	open
25	Tabla tablamarseille.fr · egyptian	A 86.2%	HTML page	own site	open
26	La Caravelle lacaravelle-marseille.com · fish, regional	B 84.6%	HTML page	vendor on own site	open
27	Olea olearestaurant.fr · french	B 84.6%	HTML page	own site	open
28	Pizza Cosy pizzacosy.fr · pizza	B 84.6%	HTML page	own site	open
29	Pure Braise purebraise.fr	B 84.6%	HTML page	own site	open
30	MS Club ms-club.fr	B 83.1%	elsewhere	own site	open
31	Brasserie O' Parc brasserieoparc.fr · brasserie	B 82.5%	HTML page	own site	open
32	Easy Sushi easysushi.fr · japanese, sushi	B 82.5%	HTML page	own site	open
33	Le Turf leturflounge.fr · italian_pizza	B 82.5%	HTML page	own site	open
34	Hippopotamus Marseille la Valentine hippopotamus.fr · grill	B 81.5%	HTML page	vendor on own site	open
35	Chez Mama Africa chezmamaafricamarseille.fr · african	B 81.3%	HTML page	own site	open
36	LUNI GRAND LITTO lunicco.fr · italian	B 80%	HTML page	none	open
37	Le Balagan balagan-marseille.fr · french	B 80%	HTML page	none	open
38	Le Pèbre d'Aï lepebredai.fr · pizza	B 80%	on the page	none	open
39	Le Vénitien levenitien.fr · pizza	B 80%	on the page	none	open
40	Sushi Shop sushishop.fr · sushi	B 80%	HTML page	none	open
41	Turbo Pizza turbopizza.fr · pizza	B 80%	HTML page	none	open
42	Le Toigou letoigou.fr · thai	B 77.5%	HTML page	own site	open
43	Five Guys fiveguys.fr · burger	B 76.9%	HTML page	marketplace	open
44	Les Jardins du Cloître de Marseille lesjardinsducloitredemars.fr	B 76.9%	HTML page	vendor on own site	open
45	Subway subwayfrance.fr · sandwich	B 76.9%	HTML page	marketplace	open
46	AM (Alexandre Mazzia) alexandre-mazzia.com · french, european	B 75.4%	none	own site	open
47	Douce Pizza douce-pizza.fr · pizza	B 75.4%	HTML page	none	open
48	Ibis Marseille Timone accor.com	B 75.4%	none	own site	open
49	Chez Sauveur chezsauveur.fr · pizza	B 73.8%	HTML page	own site	open
50	Cielo trattoria jogging cielotrattoria.com · italian	B 73.8%	HTML page	vendor on own site	open
51	Fidèle fidele-restaurant-marseille.fr · ethiopian	B 73.8%	HTML page	own site	open
52	Kaïts Pita Bar kaitskitchen.fr · mediterranean	B 73.8%	HTML page	own site	open
53	La Daurade la-daurade-restaurant-marseille.fr	B 73.8%	HTML page	own site	open
54	La Ferme restaurant-la-ferme-marseille.fr · fish, french, regional	B 73.8%	HTML page	own site	open
55	Le Cafouch aux Saveurs lecafouch.com	B 73.8%	HTML page	own site	open
56	Love Dessert lovedessert.fr · dessert	B 73.8%	HTML page	none	open
57	Maison Boheme restaurantmaisonboheme.fr	B 73.8%	HTML page	third party	open
58	Mame Diarra mame-diarra-marseille.fr · african	B 73.8%	HTML page	own site	open
59	O'Tacos o-tacos.com · french_tacos	B 73.8%	none	own site	open
60	Otto Marseille restaurantotto.fr	B 73.8%	HTML page	own site	open
61	Restaurant Quartier Libre quartierlibre-marseille.fr · french	B 73.8%	HTML page	own site	open
62	Une table au sud unetableausud.com · french, mediterranean	B 73.8%	HTML page	own site	open
63	Carl's Jr. carlsjr.com · burger	B 72.3%	HTML page	own site	open
64	Exki exki.com · healthy, sandwich, salad, pie	B 72.3%	HTML page	own site	open
65	Le Bousti lebousti.fr · french	B 72.3%	HTML page	own site	open
66	Le Café Thai lecafethai.fr · thai	B 72.3%	HTML page	own site	open
67	Le Meteor lemeteor-marseille.fr	B 72.3%	PDF	vendor on own site	open
68	Les Arcenaulx les-arcenaulx.com	B 72.3%	HTML page	own site	open
69	Les Beaux Mets lesbeauxmets-marseille.fr	B 72.3%	HTML page	own site	open
70	Pita Pit pitapitusa.com · pita	B 72.3%	HTML page	own site	open
71	Pizze & Sfizi pizze-e-sfizi.fr · italian	B 72.3%	HTML page	own site	open
72	Rice Street Vieux Port ricestreet.fr · japanese, asian	B 72.3%	HTML page	marketplace	open
73	Sumo Suhi Bar mysumo.fr · japanese	B 72.3%	HTML page	own site	open
74	Vapiano vapiano.fr · italian	B 72.3%	HTML page	own site	open
75	O saveurs du Liban osaveursduliban.com · lebanese	B 71.2%	HTML page	third party	blocked
76	Hododa hododa.com	B 70.8%	HTML page	third party	open
77	L'eau à la bouche pizzerialeaualabouche.fr · italian_pizza	B 70.8%	HTML page	none	open
78	Le Sri Ganesh sriganesh.fr · indian	B 70.8%	HTML page	third party	open
79	Les Plaisirs de Carthage eatbu.com · tunisian	B 70.8%	none	third party	open
80	Maurice maurice-marseille.com	B 70.8%	HTML page	own site	open
81	Poulet Braisè pbpouletbraise.fr · chicken	B 70.8%	HTML page	third party	open
82	Burger King burgerking.fr · burger	C 69.2%	none	own site	blocked
83	Le Special le-special.com	C 69.2%	HTML page	none	open
84	Makhlouf makhloufmarseille.fr · lebanese	C 69.2%	HTML page	none	open
85	Regain regain-marseille.com · french, international	C 69.2%	HTML page	own site	open
86	La calanque blanche lacalanqueblanche.fr	C 67.7%	none	vendor on own site	open
87	Label'Ferme rotisserie-labelferme.fr · chicken, french	C 67.7%	on the page	marketplace	open
88	Les Petites Cantines Marseille linktr.ee	C 67.5%	HTML page	own site	open
89	Chez Ze chez-ze.com · pizza	C 67.2%	HTML page	own site	blocked
90	Massena massenacafe.com · coffee_shop, french, local	C 67.2%	HTML page	own site	blocked
91	Poke House poke-house.com · poke	C 67.2%	HTML page	own site	blocked
92	Au Jardin de la Clue restaurantjardindelaclue.fr · french	C 66.2%	HTML page	none	open
93	Brasserie Barbotin lanouvellegarde.com · fish, french, regional	C 66.2%	none	vendor on own site	open
94	Howard Burger howardburger.fr · burger	C 66.2%	HTML page	marketplace	open
95	Nina Sushi ninasushi.com · sushi	C 66.2%	HTML page	marketplace	open
96	Ciel - rooftop ciel-rooftop.com · italian	C 64.6%	elsewhere	own site	open
97	Gin Khao ginkhao.fr · thai	C 64.6%	elsewhere	none	open
98	Rôtisserie César rotisserie-cesar.fr	C 64.6%	on the page	none	open
99	Quick quick.fr · burger	C 64.2%	PDF	own site	blocked
100	Pizza Sainte Anne pizzasainteanne.com · pizza	C 63.5%	on the page	own site	blocked
101	Green Bear Coffee greenbearcoffee.com	C 63.1%	none	own site	open
102	Gâté gate-marseille.com · fish, french	C 63.1%	none	none	open
103	Les 2 Frangins pizza-les2frangins.com · pizza	C 63.1%	PDF	marketplace	open
104	Robato robato-ramen.fr · french, japanese	C 63.1%	none	none	open
105	Thaï Land Square thailandsquare-prado.com · thai	C 63.1%	none	none	open
106	L'Osteria losteria.net · italian	C 62%	HTML page	own site	blocked
107	Sushi Room sushi-room.fr	C 62%	HTML page	own site	blocked
108	Berliner - Marseille berliner-do.com · kebab	C 61.5%	HTML page	none	open
109	Chicken Street chickenstreet.fr · chicken	C 61.5%	HTML page	none	open
110	Courtepaille courtepaille.com · french	C 61.5%	HTML page	none	open
111	Côté Sushi cotesushi.com · sushi, japanese	C 61.5%	HTML page	none	open
112	Elyssa elyssa-restaurant.fr · tunisian	C 61.5%	HTML page	none	open
113	Italova italova.com · italian	C 61.5%	HTML page	none	open
114	Le Présage lepresage.fr	C 61.5%	none	third party	open
115	Marokko Street marokkostreet.com · moroccan	C 61.5%	HTML page	none	open
116	My Little Warung mylittlewarung.com · asian	C 61.5%	HTML page	none	open
117	Pitaya pitaya-thaistreetfood.com · thai	C 61.5%	HTML page	none	open
118	Spok (Notre Dame) spok.fr	C 61.5%	HTML page	none	open
119	Steak n' Shake steaknshake.com · burger	C 61.5%	HTML page	none	open
120	Matza matza.fr	C 60%	none	third party	open
121	Subway subway.com · sandwich	C 58.8%	HTML page	own site	open
122	Domino's dominos.fr · pizza	C 58.5%	HTML page	own site	blocked
123	Koujina Express chezyassine.com · tunisian	C 58.5%	none	none	open
124	La Bottega labottegapizzeria.fr · pizza	C 56.9%	PDF	none	open
125	La Crêpe au Carré jeanlecroquant.fr · crepe	C 55.4%	none	none	open
126	Tuba tuba-club.com	C 55.4%	none	vendor on own site	open
127	Beans Marseille Brunch beansmarseille.com	D 53.8%	none	vendor on own site	open
128	Cali Kitchen calikitchen.fr	D 53.8%	HTML page	none	open
129	Pho Vietnam phovietnam.fr · vietnamese	D 53.8%	HTML page	none	open
130	Polikarpov lepolikarpov.com	D 53.8%	none	none	open
131	Santa Pizza santapizza.fr · pizza	D 53.8%	HTML page	none	open
132	Le Pacifique lepacifique.fr · asian	D 52.3%	HTML page	none	blocked
133	Eat Salad eatsalad.com · sandwich	D 51.8%	PDF	none	blocked
134	La Presse Paninoteca Marseille lapresse-paninoteca.fr	D 50.8%	none	none	open
135	Le Daily ledailygolf.fr	D 50.8%	none	none	open
136	Le jardin d'à côté lejardindacote.com	D 50.8%	none	none	open
137	Côté Cours bistronomie-yasmine.fr · arab, mediterranean, oriental, pizza	D 49.2%	HTML page	none	open
138	G la dalle g-ladalle.com · burger	D 49.2%	HTML page	none	open
139	Le Ziguinchor restaurant-ziguinchor.com · african	D 49.2%	HTML page	none	open
140	Le ventre de la baleine labaleinemarseille.com	D 49.2%	PDF	marketplace	open
141	New School Tacos newschooltacos.fr · french_tacos	D 49.2%	HTML page	none	open
142	Pizza Lorenzo lorenzopizza.fr · pizza	D 49.2%	HTML page	none	open
143	Restaurant Universitaire École Centrale crous-aix-marseille.fr	D 49.2%	HTML page	none	open
144	Un jardin en ville unjardinenville.fr · italian	D 49.2%	HTML page	none	open
145	Urban Kitchen nicsell.com	D 49.2%	on the page	none	open
146	Fuego fuego13.com	D 48.8%	HTML page	none	blocked
147	Chez Aldo restaurant-chez-aldo.com · fish, regional	D 48.2%	HTML page	third party	blocked
148	La Marmite Joyeuse marmitejoyeuse.org	D 47.7%	none	third party	open
149	La Piazza des Frangins lapiazzadesfrangins.com	D 46.2%	HTML page	none	open
150	Maison Buon mexicotequilatour.com	D 45.7%	none	none	blocked
151	La Baguette Impériale pizzabeaumont.fr · asian	D 44.6%	HTML page	none	open
152	Le Château Sormiou lechateausormiou.fr · regional	D 44.6%	HTML page	none	open
153	Le Peron restaurant-peron.com	D 44.6%	PDF	marketplace	open
154	Viet Xua viet-xua.fr · vietnamese	D 44.6%	PDF	none	open
155	l'Oleas blogspot.com · mediterranean	D 44.6%	HTML page	none	open
156	FrenchBurger french-burger.com · burger	D 43.1%	none	none	open
157	La Riviera larivierarestaurant.fr	D 43.1%	none	none	open
158	Pain à l'Ail painalailstreetfood.fr	D 43.1%	none	none	open
159	Roma Pizza romapizza.fr · pizza	D 43.1%	none	none	open
160	Le Bon Burger lebonburger.fr · burger	F 38.9%	HTML page	none	blocked
161	Casa Pizza pizzamarseille.fr · pizza	F 38.5%	none	none	open
162	Chez Fonfon chez-fonfon.com	F 38.5%	none	none	open
163	La Cuisine de l'Arc lacuisinedelarc.fr	F 38.5%	none	none	open
164	La Maison des Raviolis - Italie la-maison-des-raviolis.fr · chinese	F 38.5%	none	none	open
165	Le Comptoir Dugommier comptoirdugommier.fr	F 38.5%	none	none	open
166	Le Petit Dugo petitdugo.fr	F 38.5%	none	none	open
167	Le petit pavillon lepetitpavillon.com	F 38.5%	none	none	open
168	Les Grandes Tables lafriche.org	F 38.5%	none	none	open
169	Pizza TiTi pizza-titi.com · pizza	F 38.5%	none	none	open
170	Roha roharestaurant.fr · ethiopian	F 38.5%	none	none	open
171	Taste tasterestaurant.fr · french	F 38.5%	none	none	open
172	Class'croute classcroute.com · sandwich, salad	F 35.4%	none	none	open
173	Cô Bây cookie.menu · vietnamese	F 35.4%	none	none	open
174	Jour Vieux Port jour.fr	F 35.4%	none	none	open
175	La Serenata laserenata.fr · pizza	F 35.4%	none	none	open
176	Le Diamant Noir lediamantnoir-marseille.fr · african	F 35.4%	none	none	blocked
177	Le Levant lamanne.fr · french, mediterranean	F 35.4%	none	none	open
178	Le Palais d'Asie lepalaisdasiemarseille.fr · asian	F 35.4%	none	none	open
179	Brasserie L'Embarcadère brasserielembarcadere.fr	F 33.8%	none	none	open
180	K'Fete du Monde aajt.fr	F 33.8%	none	none	open
181	ô Nem onem.fr · asian	F 33.8%	none	none	open
182	Arrosoir arrosoir-marseille.com	F 33.4%	none	none	blocked
183	Mister Kebab mister-kebab13.fr	F 32.3%	elsewhere	marketplace	blocked
184	Chez Cot chezcot.fr · rotisserie	F 30.8%	none	none	open
185	Le Cigalon cigalon-latreille.fr	F 30.8%	none	none	open
186	Le Relais 50 relais50.com	F 30.8%	none	none	open
187	Les Buffets du Vieux-Port apexpatchnotes.com	F 28.2%	none	none	blocked
188	Limmat limmatmarseille.com	F 28.2%	none	none	blocked
189	Paul paul.fr · sandwich	F 28.2%	none	none	blocked
190	Sepia restaurant-sepia.com	F 20%	none	none	open
191	500 Degrés Pizza 500degres-pizza.com · pizza	F 0%	unreachable	none	open
192	B-Chef bchef.fr	F 0%	unreachable	none	blocked
193	Boon Mi Food sumupstore.com · japanese, thai, vietnamese	F 0%	unreachable	none	blocked
194	Bryant Burgers bryantburgers.com · burger, friture, hot_dog	F 0%	unreachable	none	blocked
195	Cantine du Midi enchantier.org · french	F 0%	unreachable	none	blocked
196	Cantoche cantochemarseille.com	F 0%	unreachable	none	blocked
197	Chez Ferrato lacarte.menu · french	F 0%	unreachable	none	blocked
198	Chez Michel restaurant-michel-13.fr · french, mediterranean, soup	F 0%	unreachable	none	blocked
199	Dubble dubble-food.com · health_food	F 0%	unreachable	none	open
200	L'Argentin Grill argentin-grill.com · argentinian	F 0%	unreachable	none	open
201	L'Escale - Restaurant Niolon lescale-restaurant-niolon.com	F 0%	unreachable	none	open
202	L'Oliveraie loliveraie-restaurant-chateau-gombert.com · french	F 0%	unreachable	none	open
203	La Mano Pizzerria Vauban pizzerialamano.fr	F 0%	unreachable	none	blocked
204	La Table Cinq latable5.com · gastronomique, _french	F 0%	unreachable	none	open
205	Le Bar à Vrac baravrac.com	F 0%	unreachable	none	open
206	Le Petit Port restaurant-le-petit-port.fr	F 0%	unreachable	none	open
207	Les halles de la Major leshallesdelamajor.com	F 0%	unreachable	none	open
208	McDonald's La Valentine mcdonalds.fr · burger	F 0%	unreachable	none	blocked
209	Mezzo di Pasta mezzodipasta.fr · pasta	F 0%	unreachable	none	blocked
210	Multi Restauration Méditerranée multirestauration.com	F 0%	unreachable	none	blocked
211	Oeuf berniecoffee.fr · coffee_shop	F 0%	unreachable	none	blocked
212	Ourea ourea-restaurant.com · regional, french	F 0%	unreachable	none	blocked
213	Pizza Charly pizza-charly.com · pizza	F 0%	unreachable	none	blocked
214	Poumpo poumpo.fr	F 0%	unreachable	none	blocked
215	Pulcinella buydomains.com · italian	F 0%	unreachable	none	blocked
216	Pépé Pizza pepe-pizza.fr · pizza	F 0%	unreachable	none	blocked
217	Villa Collomba restaurant-villa-colomba.com	F 0%	unreachable	none	open
218	Vinoneo vinoneo.fr · regional	F 0%	unreachable	none	open
219	Wadina restaurantwadina.com · lebanese	F 0%	unreachable	none	open
220	l'Arôme flashtaville.com · french, mediterranean, fine_dining	F 0%	unreachable	none	blocked