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

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 Monthly snapshot · Cambridge, GB

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

124 restaurant and fast food websites were scanned (dead addresses left out), and 116 of them could be read. 18% turn an AI crawler away at the edge. Of the ones that could be read, 77% take bookings or orders on their own domain. In all, 74 score A or B. The month isn't over yet, so this page updates every hour.

124

sites scanned

18%

turn an AI crawler away

77%

book or order on their own domain

74

score A or B

Out of 124 scanned websites for restaurants and fast food in Cambridge for October 2026, 116 were reachable and 8 were unreachable from our scanner. Looking at menu presentation across these websites, 87 present their menu or price list as an HTML page, 7 use a PDF, 1 uses an image, and 21 offer no menu or price list. For customer reservations and purchases, 83 allow booking or ordering on the business's own site, 6 use a vendor on the business's own site, 1 uses only a marketplace, 1 goes through an unrecognised third party, and 25 provide no booking or ordering path. In overall performance grades, 31 received an A, 43 earned a B, 23 got a C, 9 received a D, and 18 were graded F.

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/cambridge) · [what changed](https://directindex.org/city/cambridge/changes) · [JSON](https://directindex.org/city/cambridge/2026-10?format=json) · [Markdown](https://directindex.org/city/cambridge/2026-10?format=md)

 Findings

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

Grades

| B | 43 |
| A | 31 |
| C | 23 |
| F | 18 |
| D | 9 |

Menu or price list

| HTML page | 87 |
| none | 21 |
| PDF | 7 |
| image | 1 |

Direct booking or ordering

| own site | 83 |
| none | 25 |
| vendor on own site | 6 |
| marketplace | 1 |
| third party | 1 |

AI crawlers

| Turn at least one away at the edge | 22 |
| Block one in robots.txt | 0 |
| Unreachable from the scanner | 8 |

Each site is counted once, using its latest full scan before the month ended. The menu and channel counts cover the 116 sites the scanner could read; the AI crawler counts and the grades cover all 124 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 | **78%** | 10% | 0% | 12% | 60 |
| Gemini | **85%** | 10% | 0% | 5% | 60 |

### Asked the way people ask

| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
| --- | --- | --- | --- | --- | --- |
| ChatGPT | **98%** | 0% | 0% | 2% | 62 |
| Gemini | **94%** | 2% | 0% | 5% | 66 |

 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/cambridge) · [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)

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

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