---
title: Where assistants send people in Cambridge cafes and bars · The Direct Index
url: https://directindex.org/city/cambridge-cafes-bars/assistants?format=md
---

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 Assistants · Cambridge cafes and bars, GB · November 2026

# Where assistants send people in Cambridge cafes and bars

23 answers from ChatGPT and Gemini, asked on 2026-11-04, to the questions people ask and to questions about the top businesses in the index. 100% of them link a business's own site or its booking software, and 22% link a marketplace, most often tagvenue.com (9%).

Fewer than 30 answers, so this share is not compared with other cities.

100%

of answers link the business's own site or its booking software

22%

link a marketplace

9%

link tagvenue.com, the marketplace named most

23

answers, 23 to the questions people ask and 0 about businesses

Of the 23 answers to the questions people ask, 100% link a business's own site or its booking software and 22% a marketplace, tagvenue.com most often.

Updated 2026-11-09. [The Cambridge cafes and bars index](https://directindex.org/city/cambridge-cafes-bars) · [Places named, question by question](https://directindex.org/city/cambridge-cafes-bars/recommended) · [Markdown](https://directindex.org/city/cambridge-cafes-bars/assistants?format=md) · [JSON](https://directindex.org/city/cambridge-cafes-bars/assistants.json) · [Share image](https://directindex.org/og/city/cambridge-cafes-bars/assistants.png) · [All cities](https://directindex.org/assistants).

 League table

## The destinations, most linked first

Each row is a place an answer can send people. Share is the percentage of all 23 answers that link to it. Each assistant's column counts only that assistant's answers.

| Destination | Kind | Answers | Share | ChatGPT | Gemini |
| --- | --- | --- | --- | --- | --- |
| **The businesses' own sites** | own site | 23 | **100%** | 12 100% | 11 100% |
| Press, guides and forums | press and guides | 10 | **43%** | 1 8% | 9 82% |
| restaurants-cambridge.co.uk | directory
A local dining directory listing restaurants in Cambridge. | 4 | **17%** | 0 | 4 36% |
| propercoffee.app | vendor, direct | 3 | **13%** | 0 | 3 27% |
| cambridge-camra.org.uk | other site | 2 | **9%** | 0 | 2 18% |
| cambridgelocal.org | directory | 2 | **9%** | 1 8% | 1 9% |
| cambsedition.co.uk | other site | 2 | **9%** | 0 | 2 18% |
| DesignMyNight | vendor, direct | 2 | **9%** | 0 | 2 18% |
| laptopfriendly.co | directory | 2 | **9%** | 0 | 2 18% |
| tagvenue.com | marketplace | 2 | **9%** | 0 | 2 18% |
| 196barcambridge.com | other site | 1 | **4%** | 0 | 1 9% |
| best-believe.com | other site | 1 | **4%** | 0 | 1 9% |
| boutiquehandbook.com | other site | 1 | **4%** | 0 | 1 9% |
| cam.ac.uk | other site
The official domain of the University of Cambridge, an academic institution. | 1 | **4%** | 0 | 1 9% |
| cambridgelivetickets.co.uk | other site | 1 | **4%** | 0 | 1 9% |

27 more destinations with fewer answers each are in the JSON.

 By assistant

## What each assistant does in Cambridge cafes and bars

ChatGPT: answered by gpt-6-luna (12).

Gemini: answered by gemini-3.8-flash (11).

### Places named when people ask

Each assistant was asked the way people ask, with web search on, for up to three places and a link to book or order with each one directly. The table shows how many of the places it named came with a link to the place's own site, to a marketplace or to a directory, or with no link at all.

| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
| --- | --- | --- | --- | --- | --- |
| ChatGPT | **97%** | 0% | 0% | 3% | 33 |
| Gemini | **94%** | 0% | 3% | 3% | 32 |

 Question by question

## Who gets named, and with which link

Asked on 2026-11-04. A place in this index links to its report. A place with its own site that isn't in the index yet links to a scan. "No link" means the assistant named the place but didn't link its site. Each question links to the full list of places named.

| Question | ChatGPT | Gemini |
| --- | --- | --- |
| [A quiet cafe near the centre where I can sit with my laptop this morning.](https://directindex.org/city/cambridge-cafes-bars/recommended/laptop-cafe) | [Pages Coffee House](https://directindex.org/r/pagescambridge.com) own site
[Bean Theory](https://directindex.org/r/beantheory.co.uk) own site
[Florey Café](https://directindex.org/scan/florey.cafe) own site | [Hot Numbers Coffee](https://directindex.org/r/hotnumberscoffee.co.uk) own site
[The Locker Cafe](https://directindex.org/r/thelockercafe.co.uk) own site
[The Sage of Cambridge](https://directindex.org/scan/sageofcambridge.com) own site |
| [Good cocktails tonight, and I want to reserve a table for four.](https://directindex.org/city/cambridge-cafes-bars/recommended/cocktails-four) | [Hidden Rooms](https://directindex.org/r/hiddenrooms.co.uk) own site
[Make a Reservation](https://directindex.org/scan/hiddenrooms.co.uk) own site
[Bar -OH](https://directindex.org/scan/bar-oh.com) own site
[Novi](https://directindex.org/scan/novicambridge.co.uk) own site | [Hidden Rooms](https://directindex.org/r/hiddenrooms.co.uk) own site
[The Tivoli](https://directindex.org/r/thetivoli.co.uk) own site
[Town & Gown](https://directindex.org/r/196bar.com) own site |
| [The best specialty coffee in town, open right now.](https://directindex.org/city/cambridge-cafes-bars/recommended/specialty-coffee) | [Hot Numbers Coffee](https://directindex.org/r/hotnumberscoffee.co.uk) own site
[Bean Theory](https://directindex.org/r/beantheory.co.uk) own site
[Hot Numbers on Trumpington Street](https://directindex.org/r/hotnumberscoffee.co.uk) no link | [Hot Numbers Coffee](https://directindex.org/r/hotnumberscoffee.co.uk) own site
[Bould Brothers Coffee](https://directindex.org/r/bouldbrotherscoffee.com) own site
The Locker Cafe directory |
| [A pub showing the football tonight. Can I book a table?](https://directindex.org/city/cambridge-cafes-bars/recommended/pub-football) | [WT’s Sports Bar](https://directindex.org/r/wtssportsbar.co.uk) own site
[The Corner House](https://directindex.org/r/thecornerhousepub.co) own site | [The Corner House](https://directindex.org/r/thecornerhousepub.co) own site
[The Tivoli](https://directindex.org/r/thetivoli.co.uk) own site |
| [Brunch at a cafe on Saturday. Where do I book?](https://directindex.org/city/cambridge-cafes-bars/recommended/cafe-brunch) | [Novi](https://directindex.org/scan/novicambridge.co.uk) own site
[Parker’s Tavern](https://directindex.org/scan/parkerstavern.com) own site | [Bills Cambridge](https://directindex.org/scan/bills-website.co.uk) own site
[The Tivoli](https://directindex.org/r/thetivoli.co.uk) own site
[Browns Cambridge](https://directindex.org/scan/browns-restaurants.co.uk) own site |
| [A bar with live music this Saturday night, reserve a table for six.](https://directindex.org/city/cambridge-cafes-bars/recommended/live-music-bar) | [Revolution Cambridge](https://directindex.org/r/revolution-bars.co.uk) own site
[De Luca Cucina & Bar](https://directindex.org/scan/delucacucina.co.uk) own site
[La Raza](https://directindex.org/r/laraza.co.uk) own site | [The Portland Arms](https://directindex.org/r/theportlandarms.co.uk) own site
[La Raza](https://directindex.org/r/laraza.co.uk) own site
[The Blue Moon](https://directindex.org/r/cambridge.pub) own site |
| [Coffee and a good cake this afternoon. Where should I go?](https://directindex.org/city/cambridge-cafes-bars/recommended/cake-coffee) | [Fitzbillies, Trumpington Street](https://directindex.org/scan/fitzbillies.com) own site
[Michaelhouse Café](https://directindex.org/r/michaelhousecafe.com) own site
[Bould Brothers Coffee](https://directindex.org/r/bouldbrotherscoffee.co.uk) own site | [Fitzbillies](https://directindex.org/r/fitzbillies.com) own site
[Hot Numbers Coffee](https://directindex.org/r/hotnumberscoffee.co.uk) own site
[Bould Brothers Coffee](https://directindex.org/r/bouldbrotherscoffee.com) own site |
| [A rooftop bar for sunset drinks, reserve a table for two.](https://directindex.org/city/cambridge-cafes-bars/recommended/rooftop-bar) | [Novi](https://directindex.org/scan/novicambridge.co.uk) own site
[De Luca Cucina & Bar](https://directindex.org/scan/delucacucina.co.uk) own site
[SIX at The Varsity Hotel](https://directindex.org/scan/thevarsityhotel.co.uk) own site | [SIX Panoramic Bar & Restaurant](https://directindex.org/scan/sixcambridge.co.uk) own site
[NOVI](https://directindex.org/scan/novicambridge.co.uk) own site
[De Luca Cucina & Bar](https://directindex.org/scan/delucacucina.co.uk) own site |
| [A cafe for breakfast near the centre tomorrow at 8.](https://directindex.org/city/cambridge-cafes-bars/recommended/breakfast-cafe) | [The Copper Kettle](https://directindex.org/scan/copperkettlecambridge.co.uk) own site | [Hot Numbers Coffee](https://directindex.org/r/hotnumberscoffee.co.uk) no link
[Opening time](https://directindex.org/r/hotnumberscoffee.co.uk) own site
[The Copper Kettle](https://directindex.org/scan/copperkettlecambridge.co.uk) own site
[Fitzbillies](https://directindex.org/r/fitzbillies.com) own site |
| [A quiet bar for a first date on Thursday evening. Can I book?](https://directindex.org/city/cambridge-cafes-bars/recommended/quiet-date) | [The Handsome Prince](https://directindex.org/r/thehandsomeprince.co.uk) own site
[Soleá Bistro](https://directindex.org/scan/soleabistro.com) own site
[The LAB](https://directindex.org/r/thelabcambridge.com) own site | [Hidden Rooms](https://directindex.org/r/hiddenrooms.co.uk) own site
[The LAB](https://directindex.org/r/thelabcambridge.com) own site |
| [The best craft beer place tonight. Do I need to reserve?](https://directindex.org/city/cambridge-cafes-bars/recommended/craft-beer) | [Thirsty](https://directindex.org/scan/wearethirsty.co.uk) own site
[The Handsome Prince](https://directindex.org/r/thehandsomeprince.co.uk) own site
[The Engineers House](https://directindex.org/r/calverleys.com) own site | not available |
| [A cafe or bar where we can play board games tonight, table for five.](https://directindex.org/city/cambridge-cafes-bars/recommended/board-games) | [The Box Room Board Game Café](https://directindex.org/r/theboxroombgc.co.uk) own site
[Bar -OH](https://directindex.org/scan/bar-oh.com) own site
[The Elm Tree](https://directindex.org/r/elmtreecambridge.co.uk) own site | [The Box Room Board Game Café](https://directindex.org/r/theboxroombgc.co.uk) own site
[The Mill](https://directindex.org/r/themillpubcambridge.com) own site
[The Salisbury Arms](https://directindex.org/r/salisburyarmscambridge.co.uk) own site |

 Method

## How this is counted

Everything here is counted in answers, using the latest answer from each assistant to each question, asked with web search on. Some questions are the ones people ask ("best pizza delivered right now", "book me a table for Saturday"). The others are three questions about each of the top-ranked businesses in the index: the official website, where to book and where to order. Every link in an answer is read. A destination counts once for each answer that links to it, whether as the place to book or as a source the assistant cited. So each share is the share of answers that link that destination, and the shares don't add up to 100%.

All the businesses' own sites share one row, whatever the business. A booking or ordering vendor on the business's own domain counts as direct. Marketplaces and directories are named. Listing, review and map sites (Tripadvisor, Google Maps, Yelp) count as directories, even where the scanner files them with the marketplaces. Newspapers, magazines, guides, forums and tourism sites share one row. Anything left is listed by its registered domain, and a model sorts each of those unknown hosts once into directory, press, marketplace, vendor, business or other, with the reason shown. Text that only looks like a host because a space is missing ("them.here") is dropped. Business names are matched against the index. A place that isn't in the index links to a scan of its site, if the assistant gave one.

Updated 2026-11-09. The data is open, and the JSON version of this page has every destination. [Methodology](https://directindex.org/methodology).

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

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_curado"]},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]}
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```