Mumbai cafes and bars in November 2026: which businesses can AI agents use?
351 cafe and bar and pub websites were scanned (dead addresses left out), and 304 of them could be read. 21% turn an AI crawler away at the edge. Of the ones that could be read, 28% take bookings or orders on their own domain. In all, 59 score A or B. The month isn't over yet, so this page updates every hour.
sites scanned
turn an AI crawler away
book or order on their own domain
score A or B
Among 351 cafes and bars websites scanned so far this month, 304 were reachable and 47 were unreachable from our scanner. Looking at menu and price list options, 223 websites offer no menu or price list, 71 provide an HTML page, 5 offer a PDF, 3 place it on another site, and 2 display an image. For booking or ordering paths, 199 websites show no booking or ordering path, 77 handle it direct on the business's own site, 15 use an unrecognised third party, 7 go through a vendor on the business's own site, and 6 operate only through a marketplace, meaning 84 sites take a booking or an order on their own domain which is 28% of the reachable sites. Across all scanned websites, 75 turn at least one AI crawler away at the edge which is 21% of the scanned sites dead addresses left out, 11 block an AI crawler in robots.txt, and the assigned grades are 7 A, 52 B, 58 C, 78 D, and 156 F, with 59 receiving an A or B together which is 17% of the scanned sites.
Written by Gemini from the numbers on this page only, 2026-11-08; every number in it is checked against the page before it is shown.
How the sites stood at the end of November 2026
| F | 156 |
| D | 78 |
| C | 58 |
| B | 52 |
| A | 7 |
| none | 223 |
| HTML page | 71 |
| 5 | |
| elsewhere | 3 |
| image | 2 |
| none | 199 |
| own site | 77 |
| third party | 15 |
| vendor on own site | 7 |
| marketplace | 6 |
| Turn at least one away at the edge | 75 |
| Block one in robots.txt | 11 |
| Unreachable from the scanner | 47 |
Each site is counted once, using its latest full scan before the month ended. The menu and channel counts cover the 304 sites the scanner could read; the AI crawler counts and the grades cover all 351 scanned sites. Dead addresses are left out of every count.
How this page is made
Every business of this kind that has its own website gets the same scan, about once a month, and every scan is kept. This page uses each site's latest scan from before the end of November 2026. A site fixed the month after shows up on the next month's page. A past month doesn't change. The assistant tables use the latest answer per business and question from before the month ended. Methodology · the live index · all cities.