Kraków in November 2026: which businesses can AI agents use?
361 restaurant and fast food websites were scanned (dead addresses left out), and 334 of them could be read. 37% turn an AI crawler away at the edge. Of the ones that could be read, 38% take bookings or orders on their own domain. In all, 105 score A or B. The month isn't over yet, so this page updates every hour.
sites scanned unchanged
turn an AI crawler away unchanged
book or order on their own domain unchanged
score A or B unchanged
← October 2026 · The live index · what changed · JSON · Markdown
How the sites stood at the end of November 2026
| D | 95 |
| C | 87 |
| F | 74 |
| B | 62 |
| A | 43 |
| HTML page | 216 |
| none | 78 |
| 30 | |
| elsewhere | 9 |
| image | 1 |
| none | 178 |
| own site | 99 |
| vendor on own site | 27 |
| third party | 17 |
| marketplace | 13 |
| Turn at least one away at the edge | 132 |
| Block one in robots.txt | 6 |
| Unreachable from the scanner | 27 |
Each site is counted once, using its latest full scan before the month ended. The menu and channel counts cover the 334 sites the scanner could read; the AI crawler counts and the grades cover all 361 scanned sites. Dead addresses are left out of every count.
Where assistants sent people in November 2026
For the top-ranked businesses, each assistant was asked, with web search on, for the website, where to book and where to order. Each business and question counts once, with the latest answer before the month ended.
| Assistant | Own site or direct vendor | Marketplace | Directory | Nowhere useful | Answers |
|---|---|---|---|---|---|
| ChatGPT | 75% | 13% | 0% | 12% | 60 |
| Gemini | 78% | 15% | 2% | 5% | 60 |
Asked the way people ask
| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
|---|---|---|---|---|---|
| ChatGPT | 100% | 0% | 0% | 0% | 60 |
| Gemini | 83% | 2% | 3% | 13% | 64 |
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.