Pittsburgh cafes and bars in October 2026: which businesses can AI agents use?
99 cafe and bar and pub websites were scanned (dead addresses left out), and 94 of them could be read. 16% turn an AI crawler away at the edge. Of the ones that could be read, 45% take bookings or orders on their own domain. In all, 27 score A or B. These are the final numbers for the month.
sites scanned
turn an AI crawler away
book or order on their own domain
score A or B
In October 2026, our scan reached 94 of the 99 cafe and bar websites evaluated, while 5 were unreachable from our scanner. Looking at customer access paths, 48 sites provided a menu or price list as an HTML page, 3 offered it as a PDF, 1 had it on another site, and 42 had no menu or price list. Direct booking or ordering on the business's own site was available on 25 sites, 17 used a vendor on the business's own site, 4 operated only through a marketplace, 4 went through an unrecognised third party, and 44 had no booking or ordering path. For overall grades and automated access, 10 sites earned an A, 17 a B, 33 a C, 16 a D, and 23 an F, while 16 sites turned at least one AI crawler away at the edge and 2 blocked an AI crawler in robots.txt.
Written by Gemini from the numbers on this page only, 2026-11-02; every number in it is checked against the page before it is shown.
The live index · November 2026 → · what changed · JSON · Markdown
How the sites stood at the end of October 2026
| C | 33 |
| F | 23 |
| B | 17 |
| D | 16 |
| A | 10 |
| HTML page | 48 |
| none | 42 |
| 3 | |
| elsewhere | 1 |
| none | 44 |
| own site | 25 |
| vendor on own site | 17 |
| marketplace | 4 |
| third party | 4 |
| Turn at least one away at the edge | 16 |
| Block one in robots.txt | 2 |
| Unreachable from the scanner | 5 |
Each site is counted once, using its latest full scan before the month ended. The menu and channel counts cover the 94 sites the scanner could read; the AI crawler counts and the grades cover all 99 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 October 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.