---
title: Münster in October 2026: which businesses can AI agents use? · The Direct Index
url: https://directindex.org/city/munster/2026-10?format=md
---

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 Monthly snapshot · Münster, DE

# Münster in October 2026: which businesses can AI agents use?

227 restaurant and fast food websites were scanned (dead addresses left out), and 216 of them could be read. 22% turn an AI crawler away at the edge. Of the ones that could be read, 46% take bookings or orders on their own domain. In all, 72 score A or B. These are the final numbers for the month.

227

sites scanned

22%

turn an AI crawler away

46%

book or order on their own domain

72

score A or B

Across Münster in October 2026, 227 restaurant and fast food websites were scanned, with 216 reachable and 11 unreachable from our scanner. Overall grades stand at A 32, B 40, C 42, D 44, and F 69, making 72 or 32% of the scanned sites an A or B together. For menus and price lists, 97 are an HTML page, 27 are a PDF, 8 are on the page itself, 1 is an image, and 83 sites have no menu or price list. Regarding guest paths, 89 offer booking or ordering on the business's own site, 10 use a vendor on the business's own site, 5 go only through a marketplace, 5 use an unrecognised third party, and 107 have no booking or ordering path.

Im Oktober 2026 wurden 227 Websites erfasst, von denen 216 erreichbar und 11 nicht erreichbar waren. Bei den Noten erhielten 32 ein A, 40 ein B, 42 ein C, 44 ein D und 69 ein F, womit 72 Websites oder 32% die Noten A oder B erreichten. Auf 89 Websites erfolgt das Buchen oder Bestellen direkt auf der Seite des Business, während 10 dies über einen Anbieter auf der Seite des Business tun, 5 nur über einen Marktplatz laufen, 5 über nicht erkannte Dritte führen und 107 keinen solchen Pfad anbieten. Bei den Speisekarten und Preisen finden sich 8 direkt auf der Seite, 97 als HTML-Seite, 27 als PDF, 1 als Bild und 83 Websites bieten keine Speisekarte oder Preisliste.

Written by Gemini from the numbers on this page only, 2026-10-29; every number in it is checked against the page before it is shown.

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

 Findings

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

Grades

| F | 69 |
| D | 44 |
| C | 42 |
| B | 40 |
| A | 32 |

Menu or price list

| HTML page | 97 |
| none | 83 |
| PDF | 27 |
| on the page | 8 |
| image | 1 |

Direct booking or ordering

| none | 107 |
| own site | 89 |
| vendor on own site | 10 |
| marketplace | 5 |
| third party | 5 |

AI crawlers

| Turn at least one away at the edge | 49 |
| Block one in robots.txt | 21 |
| Unreachable from the scanner | 11 |

Each site is counted once, using its latest full scan before the month ended. The menu and channel counts cover the 216 sites the scanner could read; the AI crawler counts and the grades cover all 227 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 | **80%** | 3% | 0% | 17% | 60 |
| Gemini | **88%** | 3% | 3% | 5% | 60 |

### Asked the way people ask

| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
| --- | --- | --- | --- | --- | --- |
| ChatGPT | **98%** | 0% | 0% | 2% | 56 |
| Claude | **71%** | 5% | 5% | 19% | 63 |
| Gemini | **91%** | 1% | 0% | 7% | 67 |

 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/munster) · [all cities](https://directindex.org/cities).

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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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