Mumbai in November 2026: which businesses can AI agents use?
1,090 restaurant and fast food websites were scanned (dead addresses left out), and 954 of them could be read. 21% turn an AI crawler away at the edge. Of the ones that could be read, 25% take bookings or orders on their own domain. In all, 138 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
During November 2026, 1090 restaurants and fast food websites were scanned, with 954 reachable and 136 unreachable from our scanner. In terms of grades, 37 sites received an A, 101 received a B, 153 received a C, 179 received a D, and 620 received an F, meaning A or B together accounted for 138 sites, which is 13% of the scanned sites. For customer access, 235 sites take a direct booking or an order on their own domain, which is 25% of the reachable sites, while 209 offer booking or ordering on the business's own site, 26 through a vendor on the business's own site, 37 only through a marketplace, 48 through an unrecognised third party, and 634 provide no booking or ordering path. Regarding content and crawler access, 208 sites present a menu or price list as an HTML page, 20 as a PDF, 6 as an image, 1 on the page itself, 16 on another site, and 703 have no menu or price list, while 227 sites, which is 21% of the scanned sites, turn at least one AI crawler away at the edge and 48 block an AI crawler in robots.txt.
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 | 620 |
| D | 179 |
| C | 153 |
| B | 101 |
| A | 37 |
| none | 703 |
| HTML page | 208 |
| 20 | |
| elsewhere | 16 |
| image | 6 |
| on the page | 1 |
| none | 634 |
| own site | 209 |
| third party | 48 |
| marketplace | 37 |
| vendor on own site | 26 |
| Turn at least one away at the edge | 227 |
| Block one in robots.txt | 48 |
| Unreachable from the scanner | 136 |
Each site is counted once, using its latest full scan before the month ended. The menu and channel counts cover the 954 sites the scanner could read; the AI crawler counts and the grades cover all 1,090 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.