---
title: Where assistants send people in San Francisco cafes and bars · The Direct Index
url: https://directindex.org/city/san-francisco-cafes-bars/assistants
---

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 Assistants · San Francisco cafes and bars, US · October 2026

# Where assistants send people in San Francisco cafes and bars

24 answers from ChatGPT and Gemini, asked on 2026-10-25, 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 25% link a marketplace, most often Resy (17%).

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

25%

link a marketplace

17%

link Resy, the marketplace named most

24

answers, 24 to the questions people ask and 0 about businesses

Of the 24 answers to the questions people ask, 100% link a business's own site or its booking software and 25% a marketplace, Resy most often.

Updated 2026-11-08. [The San Francisco cafes and bars index](https://directindex.org/city/san-francisco-cafes-bars) · [Places named, question by question](https://directindex.org/city/san-francisco-cafes-bars/recommended) · [Markdown](https://directindex.org/city/san-francisco-cafes-bars/assistants?format=md) · [JSON](https://directindex.org/city/san-francisco-cafes-bars/assistants.json) · [Share image](https://directindex.org/og/city/san-francisco-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 24 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 | 24 | **100%** | 12 100% | 12 100% |
| Press, guides and forums | press and guides | 9 | **38%** | 0 | 9 75% |
| Resy | marketplace | 4 | **17%** | 0 | 4 33% |
| Time Out | directory | 3 | **13%** | 0 | 3 25% |
| Square | vendor, direct | 2 | **8%** | 0 | 2 17% |
| Toast | vendor, direct | 2 | **8%** | 0 | 2 17% |
| about.me | other site | 1 | **4%** | 0 | 1 8% |
| beerandbrewing.com | other site | 1 | **4%** | 0 | 1 8% |
| bernalconnect.com | other site | 1 | **4%** | 0 | 1 8% |
| brewatlas.co | directory | 1 | **4%** | 0 | 1 8% |
| coffeemanufactory.com | other site | 1 | **4%** | 0 | 1 8% |
| curiousspoon.app | vendor, direct | 1 | **4%** | 0 | 1 8% |
| cyties.com | other site | 1 | **4%** | 0 | 1 8% |
| detoursf.com | other site | 1 | **4%** | 1 8% | 0 |
| DoorDash | marketplace | 1 | **4%** | 0 | 1 8% |

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

 By assistant

## What each assistant does in San Francisco cafes and bars

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

Gemini: answered by gemini-3.8-flash (12).

### 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% | 36 |
| Gemini | **95%** | 0% | 0% | 5% | 37 |

 Question by question

## Who gets named, and with which link

Asked on 2026-10-25. 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/san-francisco-cafes-bars/recommended/laptop-cafe) | [A Cup of Joy](https://directindex.org/r/acupofjoysf.com) own site
[Réveille Coffee](https://directindex.org/r/reveillecoffee.com) own site
[Cafe La Tazita](https://directindex.org/r/cafelatazita.com) own site | [Capital One Café](https://directindex.org/scan/capitalone.com) own site
[Sextant Coffee Roasters](https://directindex.org/r/sextantcoffee.com) own site
[Sightglass Coffee](https://directindex.org/r/sightglasscoffee.com) own site |
| [Good cocktails tonight, and I want to reserve a table for four.](https://directindex.org/city/san-francisco-cafes-bars/recommended/cocktails-four) | [Left Door](https://directindex.org/r/leftdoor.com) own site
[Lore](https://directindex.org/scan/loresf.com) own site
[Parasol at Café Flore](https://directindex.org/scan/parasolsf.com) own site | [Trick Dog](https://directindex.org/r/trickdogbar.com) own site
[Bar Sprezzatura](https://directindex.org/scan/theminagroup.com) own site
[Left Door](https://directindex.org/r/leftdoorsf.com) own site
[Pacific Cocktail Haven](https://directindex.org/r/pacificcocktailsf.com) no link |
| [The best specialty coffee in town, open right now.](https://directindex.org/city/san-francisco-cafes-bars/recommended/specialty-coffee) | [Equator Coffees](https://directindex.org/r/equatorcoffees.com) own site
[Q Specialty Coffee](https://directindex.org/r/qspecialtycoffee.com) own site
[The Mellow SF](https://directindex.org/scan/sfmellowcoffee.com) own site | [Ritual Coffee Roasters](https://directindex.org/r/ritualcoffee.com) own site
[Sightglass Coffee](https://directindex.org/r/sightglasscoffee.com) own site
[Saint Frank Coffee](https://directindex.org/r/saintfrankcoffee.com) own site |
| [A pub showing the football tonight. Can I book a table?](https://directindex.org/city/san-francisco-cafes-bars/recommended/pub-football) | American football no link
[SoMa Social](https://directindex.org/scan/somasocialsf.com) own site
[Underdogs Cantina](https://directindex.org/scan/underdogscantina.com) own site
[Royal Exchange](https://directindex.org/r/royalexchange.com) own site | [Golden Gate Tap Room](https://directindex.org/r/ggtaproom.com) own site
[The Kezar Pub](https://directindex.org/r/the-kezar-pub.online) own site
[The Boardroom](https://directindex.org/r/boardroomsf.com) own site |
| [Brunch at a cafe on Saturday. Where do I book?](https://directindex.org/city/san-francisco-cafes-bars/recommended/cafe-brunch) | [Hilda and Jesse](https://directindex.org/scan/hildaandjessesf.com) own site
[Town’s End Brunch](https://directindex.org/scan/townsendbrunch.com) own site
[Hard Rock Cafe San Francisco](https://directindex.org/scan/hardrock.com) own site | [Foreign Cinema](https://directindex.org/scan/foreigncinema.com) own site
[Brenda’s French Soul Food](https://directindex.org/scan/frenchsoulfood.com) own site
[Zazie](https://directindex.org/scan/zaziesf.com) own site |
| [A bar with live music this Saturday night, reserve a table for six.](https://directindex.org/city/san-francisco-cafes-bars/recommended/live-music-bar) | [Comstock Saloon](https://directindex.org/r/comstocksaloon.com) own site
[Local Edition](https://directindex.org/r/localeditionsf.com) own site
[The Mellow](https://directindex.org/r/themellowsf.com) own site | [Mr. Tipples Recording Studio](https://directindex.org/r/mrtipplessf.com) own site
[Black Cat](https://directindex.org/r/blackcatsf.com) own site
[Keys Jazz Bistro](https://directindex.org/scan/keysjazzbistro.com) own site |
| [Coffee and a good cake this afternoon. Where should I go?](https://directindex.org/city/san-francisco-cafes-bars/recommended/cake-coffee) | [Jane the Bakery](https://directindex.org/scan/itsjane.com) own site
[Tartine Manufactory](https://directindex.org/r/tartinebakery.com) own site
[Yasukochi’s Sweet Stop](https://directindex.org/scan/sweetstopsf.com) own site | [b. patisserie](https://directindex.org/r/bpatisserie.com) own site
[Tartine Manufactory](https://directindex.org/r/tartinebakery.com) own site
[Arsicault Bakery](https://directindex.org/scan/arsicault-bakery.com) own site |
| [A rooftop bar for sunset drinks, reserve a table for two.](https://directindex.org/city/san-francisco-cafes-bars/recommended/rooftop-bar) | [KAIYŌ Rooftop](https://directindex.org/r/kaiyosf.com) own site
[Shelby’s Rooftop](https://directindex.org/r/shelbysrooftopsf.com) own site
[Starlite](https://directindex.org/r/beacongrand.com) own site | [Charmaines Rooftop Bar & Lounge](https://directindex.org/scan/properhotel.com) own site
[Cavaña](https://directindex.org/r/cavanasf.com) own site
[KAIYŌ Rooftop](https://directindex.org/r/kaiyosf.com) own site |
| [A cafe for breakfast near the centre tomorrow at 8.](https://directindex.org/city/san-francisco-cafes-bars/recommended/breakfast-cafe) | [Lori’s Diner](https://directindex.org/scan/lorisdiner.com) own site
[Caffè Central](https://directindex.org/r/caffecentral.com) own site
[Cafe La Tazita](https://directindex.org/r/cafelatazita.com) own site | [The Grove - Yerba Buena](https://directindex.org/r/thegrovesf.com) own site
[Cafe Madeleine](https://directindex.org/r/cafemadeleinesf.com) own site
[Sears Fine Food](https://directindex.org/scan/searsfinefood.com) own site |
| [A quiet bar for a first date on Thursday evening. Can I book?](https://directindex.org/city/san-francisco-cafes-bars/recommended/quiet-date) | [Etcetera Wine Bar](https://directindex.org/r/etceterawinebar.com) own site
[Bosque](https://directindex.org/scan/bosquewinebar.com) own site
[Wilson & Wilson](https://directindex.org/r/thewilsonbar.com) own site | [Bourbon & Branch](https://directindex.org/r/bourbonandbranch.com) own site
[Left Door](https://directindex.org/r/leftdoor.com) own site
Zam Zam no link |
| [The best craft beer place tonight. Do I need to reserve?](https://directindex.org/city/san-francisco-cafes-bars/recommended/craft-beer) | [Southern Pacific Brewing](https://directindex.org/r/southernpacificbrewing.com) own site
[The Amsterdam](https://directindex.org/r/amsterdamsf.com) own site
[Fort Point Valencia](https://directindex.org/scan/fortpointbeer.com) own site | [Toronado](https://directindex.org/r/toronado.com) own site
[Cellarmaker House of Pizza](https://directindex.org/scan/cellarmakerbrewing.com) own site
[Holy Water](https://directindex.org/r/holywatersf.com) own site |
| [A cafe or bar where we can play board games tonight, table for five.](https://directindex.org/city/san-francisco-cafes-bars/recommended/board-games) | [The Game Parlour](https://directindex.org/r/thegameparlour.com) own site
[Next Door North Beach](https://directindex.org/scan/nextdoorsf.com) own site | [The Game Parlour](https://directindex.org/r/thegameparlour.com) own site
[The Detour](https://directindex.org/scan/detoursf.com) own site
[The Sycamore](https://directindex.org/r/thesycamoresf.com) 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 2026-11-08. 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
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{"@context":"https://schema.org","@type":"Dataset","name":"Where AI assistants send people in San Francisco cafes and bars","url":"https://directindex.org/city/san-francisco-cafes-bars/assistants","description":"San Francisco cafes and bars: 100% of 24 assistant answers link a business's own site and 25% a marketplace, Resy most often. From ChatGPT, Claude and Gemini, October 2026.","license":"https://opendatacommons.org/licenses/odbl/","creator":{"@id":"https://directindex.org/#org"},"temporalCoverage":"2026-10","distribution":[{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://directindex.org/city/san-francisco-cafes-bars/assistants.json"},{"@type":"DataDownload","encodingFormat":"text/markdown","contentUrl":"https://directindex.org/city/san-francisco-cafes-bars/assistants?format=md"}]}
```