---
title: Kraków in October 2026: which businesses can AI agents use? · The Direct Index
url: https://directindex.org/city/krakow/2026-10
---

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 Monthly snapshot · Kraków, PL

# Kraków in October 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. These are the final numbers for the month.

361

sites scanned

37%

turn an AI crawler away

38%

book or order on their own domain

105

score A or B

For October 2026 so far, 361 restaurants and fast food websites were scanned, with 334 reachable and 27 unreachable from our scanner. Looking at access rules, 132 sites turn at least one AI crawler away at the edge, which is 37% of the scanned sites, while 6 block an AI crawler in robots.txt. For performance scores, grades stand at 43 for A, 60 for B, 87 for C, 96 for D, and 75 for F, making 103 graded A or B together, which is 29% of the scanned sites. When customers check details, 216 sites show a menu or price list as an HTML page, 30 as a PDF, 9 on another site, 1 as an image, and 78 offer no menu or price list, while 126 sites take direct booking or ordering on their own domain, which is 38% of the reachable sites.

Written by Gemini from the numbers on this page only, 2026-10-27; every number in it is checked against the page before it is shown.

[The live index](https://directindex.org/city/krakow) · [November 2026 →](https://directindex.org/city/krakow/2026-11) · [what changed](https://directindex.org/city/krakow/changes) · [JSON](https://directindex.org/city/krakow/2026-10?format=json) · [Markdown](https://directindex.org/city/krakow/2026-10?format=md)

 Findings

## How the sites stood at the end of October 2026

Grades

| D | 95 |
| C | 87 |
| F | 74 |
| B | 62 |
| A | 43 |

Menu or price list

| HTML page | 216 |
| none | 78 |
| PDF | 30 |
| elsewhere | 9 |
| image | 1 |

Direct booking or ordering

| none | 178 |
| own site | 99 |
| vendor on own site | 27 |
| third party | 17 |
| marketplace | 13 |

AI crawlers

| 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.

 Assistants

## Where assistants sent people in October 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 |

 Method

## 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](https://directindex.org/methodology) · [the live index](https://directindex.org/city/krakow) · [all cities](https://directindex.org/cities).

#### The Direct Index

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#### Use it

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#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency)

#### For agents

[llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json)

#### Data

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Business listings come from OpenStreetMap contributors, under the ODbL. Scores are published under the same licence.

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