City index · IN · scans run every hour

Mumbai cafes and bars: which businesses can AI agents use?

Every cafe, bar and pub business in Mumbai that has its own website gets the same scan. So far 351 of 435 distinct websites have been scanned.

434 businesses on a map, by grade: 59 A or B, 136 C or D, 239 F — 434 of 434 scannedA or B 59C or D 136F 239the map page

3,915

businesses in OpenStreetMap

435

distinct business websites (a chain's site counts once)

21%

of scanned sites turn an AI crawler away at the edge

score A or B so far

A 7 · B 52 · C 58 · D 78 · F 156

A score stays provisional until its site has had the action test and the citation check. Methodology · Markdown · JSON.

Leaderboard

Ranked by Agent-Direct Score

If one of these is yours, open its page to rescan or claim it. 84 places you can book or order from directly →

#	Business	Score	Menu	Direct channel	AI crawlers
1	Cafe Popo eazydiner.com	A 100%	HTML page	own site	open
2	Mimi Cafe & Bistro mimicafeandbistro.com	A 100%	HTML page	own site	open
3	Novu - Coastal Bistro novualibaug.com	A 100%	HTML page	own site	open
4	YVR Cafe yvr.cafe	A 92.3%	HTML page	own site	open
5	Boulevard orchidhotel.com	A 89.2%	none	own site	open
6	Lord of the Drinks lordofthedrinks.in	A 89.2%	none	own site	open
7	Foo Phoenix Palladium fooasiantapas.com	A 86.2%	HTML page	own site	open
8	Alphonso Mango alphonsomango.in	B 84.6%	none	own site	open
9	GREENR greenr.in	B 84.6%	HTML page	vendor on own site	open
10	Trippy Restro & Bar bajafresh.com	B 84.6%	HTML page	own site	open
11	Café Nutrition cafenutrition.com	B 81.5%	none	own site	open
12	The Coffee Studio drinkpedestrian.com	B 81.5%	none	own site	open
13	The Coffee Bean and Tea Leaf coffeebean.com	B 81.3%	HTML page	vendor on own site	open
14	Tuskers - Vegetarian Dining Bar accor.com	B 81.3%	none	own site	open
15	Nau se Barah - The Movie Bar nausebarah.com	B 81.1%	HTML page	own site	blocked
16	Bombay Brioche bombaybrioche.com	B 80%	HTML page	none	open
17	Mumbai Ladu Samrat -Thane Branch ladusamrat.in	B 80%	none	own site	open
18	Tattva Spa Grand Sarovar Premier, Goregaon tattvaspa.com	B 80%	none	own site	open
19	The Cookie Dough cookiedoughcafe.in	B 80%	none	own site	open
20	The Oaks Lounge and Bar gcchotelandclub.com	B 80%	none	own site	open
21	Barbeque Nation - Mumbai - Bandra (Hill Road) barbequenation.com	B 78.7%	none	own site	open
22	TGL Co. tglcompany.com	B 78.5%	none	own site	open
23	Gloria Jean's Coffees Mumbai gloriajeans.com.au	B 77.5%	HTML page	own site	open
24	Apollo Bar and Restaurant jupiterhospital.com	B 75.4%	none	own site	open
25	Araku arakucoffee.in	B 75.4%	none	own site	open

Show all 344

#	Business	Score	Menu	Direct channel	AI crawlers
26	Bonobo bonobo.co.in	B 75.4%	HTML page	none	open
27	Cafe Nutrithink uengage.in	B 75.4%	none	own site	open
28	Frederick's Lounge itchotels.com	B 75.4%	none	own site	open
29	KFC kfc.co.in	B 75.4%	HTML page	third party	open
30	The Walt Whiskey Bar theparkhotels.com	B 75.4%	none	own site	open
31	Arabian TEA HUT arabiantea.in	B 74.9%	none	own site	blocked
32	Amchong Tea Estate amchongtea.com	B 73.8%	none	own site	open
33	Aphrodite Bar & Cafe aphrodite.co.in	B 73.8%	HTML page	own site	open
34	Coastal Kitchen coastalkitchen.in	B 73.8%	HTML page	own site	open
35	Farmhouse Rooftop Garden Family Restaurant farmhousevasai.com	B 73.8%	PDF	vendor on own site	open
36	Grey Soul Coffee Roasters - Bandra, Mumbai greysoul.coffee	B 73.8%	none	own site	open
37	HnH Salad Co hnhsalads.com	B 73.8%	HTML page	own site	open
38	Kali.Coffee kali.coffee	B 73.8%	none	own site	open
39	Pret A Manger pretamanger.in	B 73.8%	HTML page	none	open
40	Samvene-The Bagel cafe samvene.com	B 73.8%	HTML page	own site	open
41	SugarSins Pastry shop & Cafe sugarsins.com	B 73.8%	HTML page	own site	open
42	Tea store Mumbai \| Best tea store \| Chai Chun Tea chaichuntea.com	B 73.8%	none	own site	open
43	The Vibe thevibe.co.in	B 73.8%	HTML page	own site	open
44	Travel and Food Network tfninternational.com	B 73.8%	none	own site	open
45	Woodland woodlandworldwide.com	B 73.8%	none	own site	open
46	Zebra Lounge miragehotel.in	B 73.8%	HTML page	own site	open
47	abCoffee Windsor House Kalina abcoffee.in	B 73.8%	HTML page	own site	open
48	EL&N elnlondon.com	B 72.3%	HTML page	own site	open
49	House of Paloma houseofpaloma.in	B 72.3%	HTML page	own site	open
50	Shiv Sagar shivsagarrestaurant.com	B 72.3%	HTML page	own site	open
51	Tambi Vasai tambi.in	B 72.3%	HTML page	marketplace	open
52	Thelibrarycafe thelibrarycafe.in	B 72.3%	HTML page	own site	open
53	Khar Social socialoffline.in	B 70.8%	HTML page	third party	open
54	Cat Café Studio catcafestudio.com	B 70.3%	HTML page	none	blocked
55	Prestige Xclusive - Gandhi Nagar, Thane West ttkprestige.com	B 70.3%	none	own site	blocked
56	Blue Tokai Coffee \| Nariman Point bluetokaicoffee.com · coffee_shop	B 70%	none	own site	open
57	Poetry by Love and Cheesecake loveandcheesecake.com	B 70%	none	own site	open
58	Aroma Chai & Snacks Cafe (Nerul Shiravane) aromachai.in	C 69.2%	HTML page	none	open
59	Global Tea Cafe Kalyan globalteacafe.com	C 69.2%	HTML page	none	open
60	The Bagel Shop thebagelshop.in	C 69.1%	HTML page	own site	blocked
61	Zerua zeruamumbai.com	C 68.8%	HTML page	own site	blocked
62	Filli fillicafe.com	C 67.7%	HTML page	none	open
63	Juice Lounge Juice Bar juiceloungejuicebar.com	C 67.7%	HTML page	own site	open
64	Baithack - Thane baithack.com	C 66.2%	HTML page	none	open
65	Cafe Frespresso frespresso.com	C 66.2%	HTML page	none	open
66	Chai Sutta Bar chaisuttabarindia.com	C 66.2%	HTML page	none	open
67	Easy Boba easyboba.in · bubble_tea	C 66.2%	HTML page	none	open
68	Lord of the Drinks lotdpowai.com	C 66.2%	HTML page	none	open
69	Zoop Foods and Cafe zoopcafe.com	C 66.2%	HTML page	none	open
70	Arnna Hotel arnnahotels.com	C 65.7%	none	third party	blocked
71	Bayleaf Cafe bayleafcafe.in	C 65%	HTML page	own site	blocked
72	Heere Naturals Desi Gir Cow A2 Milk heerenaturals.com	C 64.6%	none	none	open
73	Sea Royal Cafe and rooms searoyalcafe.com	C 64.6%	none	none	open
74	The Nutcracker thenutcracker.in	C 63.8%	PDF	own site	open
75	BSE Dalal Street thehotellandmark.com	C 63.1%	none	own site	open
76	Blum Solution Centre - Blaze Design Studio blum.com	C 63.1%	none	none	open
77	Champagne Lounge oberoihotels.com	C 63.1%	none	own site	open
78	Thyrocare Aarogyam Center - Second Medic Health Hub secondmedic.com	C 63.1%	none	own site	open
79	Winkingg Owl myriad.net.in	C 63.1%	none	own site	open
80	Pop Tate's poptates.co.in	C 62.6%	PDF	own site	blocked
81	A.D's MilkBar wixsite.com	C 62%	none	own site	open
82	Aviserv Lounge aviserv.co	C 61.5%	none	own site	open
83	Beans & Beyond Cafe atbnbcafe.com	C 61.5%	none	marketplace	open
84	Captain Drunk The Cocktail House captaindrunk.in	C 61.5%	none	own site	open
85	Cool Story coolstory.in	C 61.5%	none	own site	open
86	Girnar girnar.com	C 61.5%	none	third party	open
87	Jamjar Diner jamjar.com	C 61.5%	none	none	open
88	Jet Airways Airport Lounge jetairways.com	C 61.5%	none	own site	open
89	Lords Inn Hotels & Developers Limited - Hotel Management Company lordshotels.com	C 61.5%	none	own site	open
90	Pablo - Navi Mumbai cpgh.in	C 61.5%	none	third party	open
91	Qmin Shop seleqtionshotels.com	C 61.5%	none	none	open
92	Sai Service Private Limited Mumbai- Andheri East saiservice.com	C 61.5%	none	own site	open
93	Shake Square shakesquare.co.in	C 61.5%	HTML page	none	open
94	The Chocolate Heaven thechocolateheaven.com	C 61.5%	HTML page	none	open
95	Bustling Brew Bistro Cafe bustlingbrewcafe.com	C 60%	none	none	open
96	Kala Ghoda Cafe kgcafe.in · cafe, wine_bar	C 60%	elsewhere	vendor on own site	open
97	Taj Mahal Tea House brewforyou.in	C 60%	none	third party	open
98	Tea-Paanii blueberryagro.com	C 60%	none	none	open
99	Pole Kiosk; kiosk rafter.co.in	C 58.9%	none	none	open
100	Namo 9 Tea namo9tea.com	C 58.5%	none	none	open
101	SHOTT shott.in	C 58.5%	none	own site	open
102	Bamboo Forest bambooforestgreentea.com	C 56.9%	none	none	open
103	Bollywood Cafe Bar hotelsolutions.co.in	C 56.9%	none	own site	open
104	Tiqri tajgvk.in	C 56.9%	none	own site	open
105	blend_n_brew123 yogimidtown.com	C 56.9%	none	own site	open
106	Di Bella Coffee Shivaji Park Dadar rfgcoffee.com.au	C 56.5%	none	own site	blocked
107	190amslrooftopbar novotelmumbaiinternationalairport.com	C 55.4%	none	vendor on own site	open
108	Beluga The Bar, The LaLit thelalit.com	C 55.4%	none	none	open
109	Bombay Island bombayisland.com	C 55.4%	none	none	open
110	Ettarra ettarracoffee.in	C 55.4%	HTML page	marketplace	open
111	Mount View Cafe and Bistro pushpvatikapanvel.com	C 55.4%	none	none	open
112	The Coffee Co. thecoffeeco.in	C 55.4%	none	none	open
113	The Irish House theirishhouse.com	C 55.4%	none	none	open
114	Third Wave Coffee thirdwavecoffee.in	C 55.4%	none	none	open
115	Veronica‘s veronicasbombay.com	C 55.4%	HTML page	marketplace	open
116	American Express Platinum Lounge americanexpress.com	D 54.3%	HTML page	none	blocked
117	Chado Tea chadotea.in	D 53.8%	none	none	open
118	Coffee Capital coffeecapital.in	D 53.8%	HTML page	none	open
119	Flamiingo Lounge flamiingolounge.in	D 53.8%	HTML page	none	open
120	Frusion farmersfoodfactory.com	D 53.8%	none	none	open
121	Mahindkar Cafe House mahindkar.com	D 53.8%	HTML page	none	open
122	Mockingbird Cafe Bar mockingbirdcafebar.com	D 53.8%	HTML page	none	open
123	S-Tek IT Education s-tek.co.in	D 53.8%	none	none	open
124	San Cha Tea Boutique sanchatea.com	D 53.8%	none	none	open
125	Suzette suzette.in	D 53.8%	none	vendor on own site	open
126	TBC Lounge theboatclub.in	D 53.8%	none	vendor on own site	open
127	The Beer Cafe thebeercafe.com	D 53.8%	HTML page	none	open
128	Three One Coffee Engineering threeonecoffee.com	D 53.8%	none	none	open
129	Veda Tea Co vedateaco.com	D 53.8%	none	none	open
130	pizza garden pizzagarden.com · pizza, burger, coffee_shop	D 53.4%	HTML page	third party	blocked
131	Le Pain Quotidien lepainquotidien.com	D 52.5%	HTML page	none	open
132	Madrasi Kaapi House madrasi.in · coffee_shop, indian	D 52.5%	image	own site	open
133	Caffe Ccino csia.in	D 51.8%	none	own site	blocked
134	Creeda Board Game Cafe creeda.in · coffee_shop	D 51.8%	none	none	blocked
135	ASILO jsmcorp.in	D 50.8%	none	none	open
136	Cafe Arpan yashcharitabletrust.org	D 50.8%	none	none	open
137	Dr.Bubbles - Kemp's corner drbubbles.in	D 50.8%	none	none	open
138	EAT Anytime eatanytime.in	D 50.8%	none	none	open
139	Elante Cafe bmfoods.in	D 50.8%	none	none	open
140	Mirage, Mumbai vrohospitality.com	D 50.8%	none	none	open
141	Old Harbor Tea oldharbortea.com	D 50.8%	none	none	open
142	Paan Casa India paancasa.com	D 50.8%	none	none	open
143	Singapore Airlines Lounge singaporeair.com	D 50.8%	none	none	open
144	Subko Mini at Abode Bombay subko.coffee	D 50.8%	none	none	open
145	The FRESH PRESS thefreshpress.in	D 50.8%	none	none	open
146	The Next Zone chinagategroup.com	D 50.8%	none	none	open
147	The Wadapav Cafe Rohit Wadewale Thane W Vishnu Nagar rohitwadewalepune.com	D 50.8%	none	none	open
148	Tulum Coffee tulum.coffee	D 50.8%	none	none	open
149	VERO myvero.in	D 50.8%	none	none	open
150	Cafe Calma theshalimarhotel.com	D 50.3%	PDF	third party	blocked
151	Cocktails & Dreams cocktailsanddreams.in	D 50.3%	none	none	blocked
152	Tea Post teapost.in	D 50.3%	none	none	blocked
153	Chaayos chaayos.com · tea	D 49.2%	none	third party	open
154	Geoffrey's hotelmarineplaza.com	D 49.2%	none	third party	open
155	Havana Cafe and Bar ghhotel.com	D 49.2%	none	third party	open
156	Health Juice Centre healthjuicecentre.com	D 49.2%	HTML page	none	open
157	RATS Bikers Cafe rats-ridingandtouringsquad.com	D 49.2%	HTML page	none	open
158	Sailors' Cafe sailorscafe.in	D 49.2%	HTML page	none	open
159	Shree Amruttulya shreeamruttulya.com	D 49.2%	HTML page	none	open
160	Smoke House Cafe smokehousedeli.in	D 49.2%	image	third party	open
161	Smoothie Factory Thane smoothiefactory.in	D 49.2%	HTML page	none	open
162	Zen Cafe zencafe.co	D 49.2%	HTML page	none	open
163	Nude Food Café nudefoodcafe.com	D 48.8%	HTML page	none	blocked
164	Pokket Cafe Chowpatty pokketcafe.com	D 48.8%	HTML page	none	blocked
165	Amar Tea Pvt. Ltd. societytea.com	D 47.7%	none	third party	open
166	Bayview Cafe hotelharbourview.in	D 47.7%	none	third party	open
167	Chai Villa Thane chaivilla.com	D 47.7%	HTML page	none	open
168	Lake View Cafe marriott.com	D 47.5%	none	own site	blocked
169	Local Pub yahoo.com	D 47.4%	HTML page	own site	blocked
170	Skeletons In The House Cafe canva.site	D 46.7%	none	none	open
171	Emirates Business Class Lounge emirates.com	D 46.2%	none	own site	blocked
172	PCO Cocktail Bar passcodehospitality.com	D 45.7%	none	none	blocked
173	Brewberrys brewberrys.com	D 44.6%	HTML page	none	open
174	Cafe Choco Craze cafechococraze.com	D 44.2%	HTML page	none	blocked
175	Café Crème - Kharghar cafecreme.co.in	D 44.2%	HTML page	none	blocked
176	Cafe Library blackfencommunitylibrary.org	D 43.1%	none	none	open
177	Chaha House Kisan nagar no.2 chahahouse.com	D 43.1%	none	none	open
178	Cloud 9 Energy Drink cloud9beverages.com	D 43.1%	none	marketplace	open
179	Deep's cafe deepscafe.com	D 43.1%	none	none	open
180	Drinx Exchange - Kandivali drinx.in	D 43.1%	none	marketplace	open
181	Sapat International sapat.com	D 43.1%	none	none	open
182	Smaash Lounge smaaash.in	D 43.1%	none	none	open
183	The Chocolate Room thechocolateroomindia.com	D 43.1%	none	none	open
184	Zinglebasket Chutki mai Chai zinglebasket.in	D 43.1%	none	none	open
185	Benne benne.in	D 41.5%	none	none	open
186	City Tea & coffee cityteacoffee.com	D 41.5%	none	none	open
187	Doolally Taproom, Thane doolally.in	D 41.5%	none	none	open
188	Candies candiescafe.com	D 41.1%	HTML page	none	blocked
189	Rude Lounge rudelounge.in	D 41.1%	elsewhere	none	blocked
190	Cafe Sacro Nerul cafesacro.com	D 40%	none	none	open
191	Effingut effingut.com	D 40%	none	none	blocked
192	Some Place Nice - Kitchen & Bar someplacenice.co.in	F 38.9%	PDF	none	blocked
193	20th Century Restaurant and Bar tifr.res.in	F 38.5%	none	none	open
194	Bar Stock Exchange Juhu thebarstockexchange.com	F 38.5%	none	none	open
195	Bombay to Barcelona Cafe iambecauseofyou.com · spanish	F 38.5%	none	none	open
196	Brakefree brakefree.in	F 38.5%	none	none	open
197	Chaa Kutir about.me	F 38.5%	none	none	open
198	Chai Garam Cafe -Hiranandani circle chaigaramcafe.com	F 38.5%	none	none	open
199	Coffee by Di Bella coffeebydibella.com	F 38.5%	none	none	open
200	Costa Coffee dil-rjcorp.com	F 38.5%	none	none	open
201	Gardner Street Tea gardnerstreet.in	F 38.5%	none	none	open
202	Hotel Mourya hotelmourya.com	F 38.5%	none	none	open
203	Mysore Concerns mysoreconcernscoffee.com	F 38.5%	none	none	open
204	Priority Lounge prioritypass.com	F 38.5%	none	none	open
205	Sanjivani Tea sanjivanitea.com	F 38.5%	none	none	open
206	Silkroad.coffee silkroad.coffee	F 38.5%	none	none	open
207	Starbucks barista.co.in · coffee_shop	F 38.5%	none	none	open
208	Suzuki Motorcycle (C G Suzuki, Navi Mumbai, Kopar Khairane) suzukimotorcyclekoperkhairne.com	F 38.5%	none	none	open
209	THANE - Agent Jack's Bar agentjacksbar.com	F 38.5%	none	none	open
210	The Cha House thechahouse.net	F 38.5%	none	none	open
211	Vijay Jeswani Builders & Developers vijayjeswani.com	F 38.5%	none	none	open
212	Wagh Bakri Tea Lounge wbtealounge.com	F 38.5%	none	none	open
213	145 The Mill 145cafeandbar.com	F 38%	none	none	blocked
214	Cafe Buddy's Espresso - Best Cafe in Thane cafebuddysespresso.com	F 38%	none	none	blocked
215	Starbucks, JVPD Scheme, Gulmohar Road starbucks.com	F 37.5%	none	none	open
216	GABRU hseventsandentertainment.com	F 36.9%	none	none	open
217	Spin Bar mcarecreationcentre.com	F 36.9%	elsewhere	none	open
218	AL Rayan Multi-Cuisine Restaurant alrayan.co.in	F 35.4%	none	none	open
219	Basque by Breve presstoindia.com	F 35.4%	none	none	open
220	Bistro 57 boydgaming.com	F 35.4%	HTML page	own site	blocked
221	Cafe 90's cafeora.in	F 35.4%	none	none	open
222	Cafe Simla tmbill.com	F 35.4%	none	none	open
223	Call Me Sofia reservego.co	F 35.4%	none	none	open
224	DETOX Cold Press Juices detoxjuices.in	F 35.4%	none	none	open
225	Era eramumbai.com	F 35.4%	none	none	open
226	Happy Shakes happyshakes.in	F 35.4%	none	none	open
227	House Of Lords zillout.com	F 35.4%	none	none	open
228	KohinoorChai kohinoorchai.com	F 35.4%	none	none	open
229	Love and Latte lovenlatte.com	F 35.4%	none	none	open
230	On Toes ontoespub.com	F 35.4%	none	none	open
231	Pokket Cafe lokal.in	F 35.4%	none	none	open
232	Pop Tate's whatshot.in	F 35.4%	none	none	open
233	Selkies.in selkies.in	F 35.4%	none	none	open
234	Sky Lounge krishnapalaceresidency.com	F 35.4%	none	none	open
235	Tapease digitory.com	F 35.4%	none	none	open
236	The Bombae Bar \| Family Lounge in Badlapur \| Best Multi-Cuisine Restaurant thebombaebar.com	F 35.4%	none	none	open
237	The Little Easy airmenus.in	F 35.4%	none	none	open
238	The Nook thenook.co.in	F 35.4%	none	none	open
239	The Windmill Coffee House and Bistro thewindmill.cafe	F 35.4%	none	none	open
240	cafe meter on page.link · pizza, burger, coffee_shop	F 35.4%	none	none	open
241	Chai Chulha chaichulha.com	F 33.8%	none	none	open
242	Circle Cafe circlecafe.in	F 33.8%	none	none	open
243	Hurrycane hurrycanejuice.com	F 33.8%	none	none	open
244	La Sanazaar Cafe lasanazaarcafe.com	F 33.8%	none	none	open
245	The Bar Stock Exchange barstockexchange.com	F 33.8%	none	none	open
246	saffron eatery bar maharajaessence.com	F 33.8%	none	none	open
247	Bombay Coffee House bombaycoffeehouse.com · coffee_shop	F 33.4%	none	none	blocked
248	MIG Club Cloud 9 Bar migcricketclub.org	F 33.4%	none	none	blocked
249	Mountain love Mumbai mountainlove.in	F 33.4%	none	none	blocked
250	Sources Unlimited sourcesunlimited.co.in	F 33.4%	none	none	blocked
251	Independence Brewing Company ibcbrewco.com	F 31.7%	none	third party	blocked
252	Bar Code India barcodeindia.com	F 30.8%	none	none	open
253	Bella ciao cafe bellaciao.com	F 30.8%	none	none	open
254	Blue Bar outoftheblue.in	F 30.8%	none	none	open
255	Cheer's Lounge thevisava.com	F 30.8%	none	none	open
256	Coffee Connect Food coffeeconnect.in	F 30.8%	none	none	open
257	Coffee Tables coffeetables.co.in	F 30.8%	none	none	open
258	Costa Cycle Chaiwala costacoffee.co.in	F 30.8%	none	none	open
259	Drunken Monkey drunkenmonkey.in	F 30.8%	none	none	open
260	FoodSwings foodswings.in	F 30.8%	none	none	open
261	Gupshup Cafe gupshupcafe.com	F 30.8%	none	none	open
262	Has South Bombay hasjuices.com	F 30.8%	none	none	open
263	Headquarters caferoyal.in	F 30.8%	none	none	open
264	Hotel Grand Mookambika hotelgrandmookambika.in	F 30.8%	none	none	open
265	KafeHolidays kafeholidays.in	F 30.8%	none	none	open
266	Moti Mahal motimahalrestaurant.com	F 30.8%	none	none	open
267	Please Don't Tell - PDT Mumbai pdtmumbai.com	F 30.8%	none	none	open
268	SKY Mumbai sky-overseas.com	F 30.8%	none	none	open
269	Sagarfinedine sagarfinedine.com	F 30.8%	none	none	open
270	Spice & Ice Restobar spiceandicerestobar.com	F 30.8%	none	none	open
271	The Hookah Lounge meesho.com	F 30.8%	none	none	open
272	The Mugshot Cafe themugshotcafe.com	F 30.8%	none	none	open
273	Toast & Tonic toastandtonic.com	F 30.8%	none	none	open
274	U-Turn The Lounge uturnlounge.com	F 30.8%	none	none	open
275	W Lounge wbhotels.in	F 30.8%	none	none	open
276	Zesto zesto.co.in	F 30.8%	none	none	open
277	चहापाणी अमृततुल्य गोवंडी shivarth.in	F 30.8%	none	none	open
278	BangTan Lounge bangtanlounge.com	F 30.3%	none	none	blocked
279	H2O The Liquid Lounge clubh2o.in	F 30.3%	none	none	blocked
280	Krrish Food Mania Malvani Dhaba nfc.vc	F 30.3%	none	none	blocked
281	Starbucks oberoimall.com	F 27.7%	none	none	blocked
282	Cafe Istaa cafeistaa.com	F 25.1%	none	none	blocked
283	Iyengar's Filter Kaapi iyengarskaapi.com	F 22.5%	none	none	blocked
284	Andaman & Nicobar letsgoandaman.com	F 18.5%	none	none	open
285	Malika Bar mallikasrestaurant.com	F 18.5%	none	none	blocked
286	The Good Food Co. thegoodfoodco.in	F 18.5%	none	none	open
287	Swami Krupa Hotel Mamacha Wada \| Malvani Food wordpress.com	F 17.3%	HTML page	none	blocked
288	Aromas Cafe and Bistro aromascafe.com	F 15.4%	none	none	blocked
289	Dazzel Sheesha and Restaurant dazzel.com	F 15.4%	none	none	open
290	Garam Masala Bar and Restaurant garammasala.com	F 15.4%	none	none	blocked
291	Indigo Bar and Restaurant springtimeclub.com	F 15.4%	none	none	blocked
292	Sify Cybar Cafe kalpeshinfotech.com	F 15.4%	none	none	open
293	The Dome intercontinental.com	F 13.3%	unreachable	none	open
294	Fusion Cafe theresidencehotel.com	F 10.3%	none	none	blocked
295	Sisola Coffee House sisolacoffeehouse.com	F 4.6%	none	none	blocked
296	72 Bar holidayinn.com	F 0%	unreachable	none	blocked
297	Aer fourseasons.com	F 0%	unreachable	none	blocked
298	Arc Resto Bar arcpowai.com	F 0%	none	none	blocked
299	Bean Kaffee beankaffee.com	F 0%	unreachable	none	open
300	British Brewing Company britishbrewingco.com	F 0%	unreachable	none	blocked
301	Bru World Cafe brucoffee.in	F 0%	unreachable	none	open
302	Bun Maska & Irani Chai yolasite.com	F 0%	unreachable	none	blocked
303	CIRQA 1960 abccarpetcleanerssd.com	F 0%	unreachable	none	blocked
304	Cafe Basilico cafebasilico.com	F 0%	unreachable	none	open
305	Cafe Mondegar cafemondegar.com	F 0%	unreachable	none	blocked
306	Cafe Pefe cafepefe.com · coffee_shop, international	F 0%	unreachable	none	open
307	Cafe Safar cafesafar.in	F 0%	unreachable	none	open
308	Chaos Control Cafe chaoscontrol.cafe	F 0%	unreachable	none	open
309	Cricaza cricaza247.com	F 0%	unreachable	none	blocked
310	EXO Bar palladiumhotel.in	F 0%	unreachable	none	open
311	Food villa Chinese restaurant firebowl.com	F 0%	unreachable	none	blocked
312	Grandmama's Cafe grandmamascafe.com	F 0%	unreachable	none	open
313	High Stake Bar bawahotels.com	F 0%	unreachable	none	open
314	Hotel Plaza Executive - Hotel in Kurla West hotelplazaexecutive.com	F 0%	unreachable	none	open
315	Imagine Cafe unimagine.org	F 0%	unreachable	none	open
316	Independence Brewing Company independencebrewco.com · indian	F 0%	unreachable	none	open
317	India Coffee Depot bankofindia.co.in	F 0%	unreachable	none	blocked
318	KCROASTERS - By Koinonia kcroasters.com	F 0%	none	none	blocked
319	Leaping Windows leapingwindows.com	F 0%	unreachable	none	open
320	Lobby Lounge hyatt.com	F 0%	unreachable	none	blocked
321	Lounge Bar hilton.com	F 0%	none	none	blocked
322	Madness ramee-group.com	F 0%	unreachable	none	open
323	Mag St. foodmatters.in	F 0%	unreachable	none	blocked
324	Mansionz By Living Liquidz mansionz.in	F 0%	unreachable	none	open
325	McDonald's mcdelivery.co.in	F 0%	unreachable	none	open
326	Paninaro paninaro.in	F 0%	unreachable	none	blocked
327	Saki Naka mcdonaldsindia.com	F 0%	unreachable	none	open
328	Sarovar Bar and Restaurant sarovarhotels.com	F 0%	unreachable	none	blocked
329	Satkar - Family Restaurant & Bar satkarrestaurant.co.in	F 0%	none	none	blocked
330	Sea Lounge ,Taj Mahal Palace tajhotels.com	F 0%	unreachable	none	blocked
331	Siachen Bar and Restaurant rediffusionyr.com	F 0%	unreachable	none	open
332	South High Kitchen and Bar southhigh.in	F 0%	none	none	blocked
333	The Beachcomber sunnsandhotel.com	F 0%	unreachable	none	open
334	The High Lounge saharastar.com	F 0%	unreachable	none	open
335	The Irish House theirishhouse.in · international	F 0%	unreachable	none	open
336	The Sassy Spoon, Nariman Point thesassyspoon.in	F 0%	unreachable	none	open
337	True Fit Gourmet Bistro & Cafe truefitgourmet.com	F 0%	unreachable	none	open
338	Utsav Delight Dining and Bar utsavdelight.com	F 0%	unreachable	none	blocked
339	Waves The Lounge Bar expressinnindia.com	F 0%	unreachable	none	open
340	Wink vivantahotels.com	F 0%	unreachable	none	blocked
341	Woodside woodsideinn.in	F 0%	unreachable	none	open
342	cafe coffee coffee · coffee_shop, indian, chinese	F 0%	unreachable	none	blocked
343	vidhi' https · italian, coffee_shop, mexican	F 0%	unreachable	none	blocked
344	पारंपरिक चहा paramparikchaha.com	F 0%	unreachable	none	open

What the sites say

How Mumbai cafes and bars compares

English version declared: 6.3% here, against a median of 17% across 57 indexes of cafes and bars. This is where the city stands out. It ranks 54 of 57.

Mumbaimedianspread of comparable indexes

Presenceagainst 142 indexes of cafes and bars

No web address listed2,565 of 3,91566%46 of 142 · median 53%→

Only a social profile105 of 3,9152.7%80 of 142 · median 3.0%→

Own website1,036 of 3,91526%96 of 142 · median 41%→

Agentsagainst 121 indexes of cafes and bars

Sites that turn an AI crawler away75 of 35121%90 of 121 · median 25%→

Menu or price list an agent can read71 of 30423%96 of 121 · median 32%→

Direct booking or ordering84 of 30428%84 of 121 · median 35%→

Grade A or B59 of 35117%68 of 121 · median 18%→

Visitor factsagainst 93 indexes of cafes and bars

English version declared19 of 3046.3%54 of 57 · median 17%→

Prices on the first page7 of 3042.3%82 of 93 · median 15%→

WhatsApp link35 of 30412%14 of 93 · median 1.6%→

Site careagainst 93 indexes of cafes and bars

Consent manager13 of 3044.3%77 of 93 · median 10%→

Page weight, HTML115 KB93 indexes: 35 KB to 175 KB · median 115 KB→

Who runs the booking or order button own site 74 · Zomato 5 · another site 15 · no link found 199 (of 304 reachable sites)

Website facts come from 304 of the 351 scanned sites (87%). A row only shows once 300 pages and half of the scanned sites have been read, and four in five of the city's websites have been scanned. Every number, with its method and data →

Every count behind these rows

Menu or price list

none	223
HTML page	71
PDF	5
elsewhere	3
image	2

Direct booking or ordering

none	199
own site	77
third party	15
vendor on own site	7
marketplace	6

Site builder

Unknown	170
Wordpress	70
Shopify	33
Godaddy	12
Wix	12
Squarespace	3

AI crawlers

Turn at least one away at the edge	75
Block one in robots.txt	11
Turn away every visitor without a browser	23
Didn't answer in time	25
Unreachable from the scanner	47
No working site (dead address)	83

The menu, channel and builder counts cover the 304 sites the scanner could read; the AI crawler counts cover all 351 scanned sites. Each uses the latest scan. The listings come from OpenStreetMap. Businesses without their own website are counted but not scanned. Another 83 have an address that no longer answers (dead domain, bad certificate or server down). They're counted with the businesses that have no website and left out of the ranking.

Month by month

Mumbai cafes and bars, month by month

Each month gets its own dated page, and its numbers are final once the month is over. The table shows the share of sites that turn AI crawlers away, the share that take bookings or orders on their own domain, and how many score A or B.

Month	Sites scanned	Turn a crawler away	Direct booking or ordering	A or B
November 2026 so far	351	21%	28%	59

Kind

Mumbai, by kind

Each kind of business has its own index, and every index gets the same scan. This page is the cafes and bars index.

Kind	Businesses	Has a website	Sites scanned	Grades
restaurants and fast food	13,163	2,966	1,090	A 37 · B 101 · C 153 · D 179 · F 620
cafes and bars this page	3,915	1,036	351	A 7 · B 52 · C 58 · D 78 · F 156
hairdressers and beauty salons	4,998	1,097	683	A 2 · B 83 · C 187 · D 140 · F 271
dentists, clinics and vets	8,048	3,674	2,137	A 7 · B 313 · C 554 · D 379 · F 884
tours, attractions and museums	2,166	1,157	873	A 3 · B 69 · C 190 · D 168 · F 443

601 of them are chain outlets. A chain's site is scanned once and counted once in the rankings.

Transactable

Can an agent transact in Mumbai cafes and bars?

43 of 304 reachable sites expose a rail an agent could transact through: UCP profile 43, ACP discovery document 1, MCP server card 1. 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.