---
title: Where assistants send people in Hamburg · The Direct Index
url: https://directindex.org/city/hamburg/assistants
---

[The Direct Index](https://directindex.org/)
[Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about)

 Assistants · Hamburg, DE · October 2026

# Where assistants send people in Hamburg

150 answers from ChatGPT, Claude and Gemini, asked between 2026-10-16 and 2026-10-27, to the questions people ask and to questions about the top businesses in the index. 79% of them link a business's own site or its booking software, and 16% link a marketplace, most often Just Eat (9%).

79%

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

16%

link a marketplace

9%

link Just Eat, the marketplace named most

150

answers, 36 to the questions people ask and 114 about businesses

Of the 36 answers to the questions people ask, 100% link a business's own site or its booking software and 17% a marketplace, Wolt most often; of the 114 about specific businesses, 73% link a business's own site or its booking software and 16% a marketplace, Just Eat most often.

Updated 2026-11-02. [The Hamburg index](https://directindex.org/city/hamburg) · [Places named, question by question](https://directindex.org/city/hamburg/recommended) · [Markdown](https://directindex.org/city/hamburg/assistants?format=md) · [JSON](https://directindex.org/city/hamburg/assistants.json) · [Share image](https://directindex.org/og/city/hamburg/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 150 answers that link to it. Each assistant's column counts only that assistant's answers.

| Destination | Kind | Answers | Share | ChatGPT | Claude | Gemini |
| --- | --- | --- | --- | --- | --- | --- |
| **The businesses' own sites** | own site | 109 | **73%** | 49 71% | 12 100% | 48 70% |
| Press, guides and forums | press and guides | 27 | **18%** | 5 7% | 1 8% | 21 30% |
| Just Eat | marketplace | 14 | **9%** | 3 4% | 0 | 11 16% |
| Restaurant Guru | directory | 8 | **5%** | 3 4% | 0 | 5 7% |
| Uber Eats | marketplace | 8 | **5%** | 1 1% | 0 | 7 10% |
| speisekarte.menu | directory | 7 | **5%** | 1 1% | 1 8% | 5 7% |
| Google Maps | directory | 6 | **4%** | 0 | 0 | 6 9% |
| online-tischreservierung.de | vendor, direct | 6 | **4%** | 1 1% | 1 8% | 4 6% |
| Wolt | marketplace | 6 | **4%** | 0 | 1 8% | 5 7% |
| speisekarte.de | directory | 5 | **3%** | 3 4% | 0 | 2 3% |
| restablo.de | vendor, direct
Online table reservation and ordering software provider for restaurants. | 4 | **3%** | 1 1% | 0 | 3 4% |
| che.de | other site | 3 | **2%** | 1 1% | 0 | 2 3% |
| Facebook | directory | 3 | **2%** | 0 | 1 8% | 2 3% |
| gastmesse.at | other site | 3 | **2%** | 0 | 0 | 3 4% |
| Instagram | directory | 3 | **2%** | 0 | 0 | 3 4% |

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

 By assistant

## What each assistant does in Hamburg

ChatGPT: answered by gpt-6-luna (58), gpt-5.6-terra (11).

Claude: answered by claude-sonnet-5-5 (12).

Gemini: answered by gemini-2.5-flash (57), 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% | 35 |
| Claude | **73%** | 3% | 3% | 22% | 37 |
| Gemini | **97%** | 0% | 0% | 3% | 34 |

### Answers about the businesses

Each assistant was asked three questions about each of the top-ranked businesses in the index, with web search on: the website, where to book and where to order. The table splits its answers by where they pointed.

| Assistant | Own site or vendor | Marketplace | Directory | Nowhere | Answers |
| --- | --- | --- | --- | --- | --- |
| ChatGPT | **60%** | 11% | 2% | 28% | 57 |
| Gemini | **61%** | 14% | 11% | 14% | 57 |

 Question by question

## Who gets named, and with which link

Asked on 2026-10-16. 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 | Claude | Gemini |
| --- | --- | --- | --- |
| [I'm feeling like chicken tonight. Where can I order from?](https://directindex.org/city/hamburg/recommended/chicken) | [Finest Chicken](https://directindex.org/scan/finestchicken-stpauli.de) own site
[Chicken Zone](https://directindex.org/r/chickenzonehamburg.de) own site
[Hanse Fried Chicken](https://directindex.org/r/hanse-fried-chicken.de) own site | [Freddys Lieferservice](https://directindex.org/scan/freddys-liefert.de) own site
Lüttn Grill no link
Soho Chicken no link | [Hanchick Korean Chicken & Street Food](https://directindex.org/r/hanchick.de) own site
WON CHIKIN own site
[Mmaah! Korean BBQ & Fried Chicken](https://directindex.org/scan/mmaah.de) own site |
| [I want to book a table for two tonight somewhere romantic.](https://directindex.org/city/hamburg/recommended/romantic) | [Alsterlagune](https://directindex.org/r/alsterlagune.de) own site
[NARA Restaurant](https://directindex.org/r/nara-hamburg.de) own site
[Petit Amour](https://directindex.org/r/petitamour-hh.com) own site | [Rive](https://directindex.org/r/rive.de) own site
[Zeik](https://directindex.org/r/zeik.de) own site
[Le Plat du Jour](https://directindex.org/r/le-plat-du-jour.de) own site | [clouds – Heaven’s Bar & Kitchen](https://directindex.org/r/clouds-hamburg.de) own site
[Petit Amour](https://directindex.org/r/petitamour-hh.com) own site
[Restaurant waterkant](https://directindex.org/r/empire-riverside.de) own site |
| [Best pizza delivered to where I'm staying, right now.](https://directindex.org/city/hamburg/recommended/pizza-delivery) | [Pizza Puro](https://directindex.org/r/pizza-puro.de) own site
[Mission Pizza](https://directindex.org/r/missionpizza.de) own site
[Gepellos Pizzamanufaktur](https://directindex.org/scan/gepellos.de) own site | [Pizza Bande](https://directindex.org/r/pizza-bande.de) own site
[Hammer Pizza](https://directindex.org/r/hamm-erpizza.de) own site
[Die Pizzabäckerei](https://directindex.org/r/diepizzabackerei-hamburg.de) own site | [Mission Pizza](https://directindex.org/r/simplydelivery.de) own site
[Tazzi Pizza](https://directindex.org/r/tazzipizza.com) own site
[Pizza Social Club](https://directindex.org/r/pizzasocialclub.de) own site |
| [A good vegan or vegetarian lunch near the centre, today.](https://directindex.org/city/hamburg/recommended/vegan-lunch) | [Chay Vegan](https://directindex.org/r/chay-veganhamburg.de) own site
[Vegan House](https://directindex.org/r/vegan-house-hamburg.de) own site
[KostBar](https://directindex.org/r/kostbar-hamburg.de) own site | [Chay Vegan](https://directindex.org/r/chay-veganhamburg.de) own site
[Ta Vegan House](https://directindex.org/r/taveganhouse.com) marketplace
[Café Miller](https://directindex.org/scan/prinz.de) own site | [green lovers](https://directindex.org/r/greenlovers.de) own site
[TA Vegan House](https://directindex.org/r/taveganhouse.com) own site
[Happenpappen](https://directindex.org/r/happenpappen.de) own site |
| [I want sushi delivered this evening.](https://directindex.org/city/hamburg/recommended/sushi) | [Rollmops Sushi](https://directindex.org/r/rollmops-sushi.de) own site
[Diwas Sushi](https://directindex.org/r/diwas-sushi.de) own site
[Sushi Love](https://directindex.org/r/sushi-love.de) own site | [Rollmops Sushi Hamburg](https://directindex.org/r/rollmops-sushi.de) own site
[Sushify](https://directindex.org/scan/sushify.de) own site
[Yoko Sushi](https://directindex.org/r/yoko.de) own site | [Sushi for Friends](https://directindex.org/r/sushi-for-friends.de) own site
[Sushi Für Hamburg](https://directindex.org/r/sushi-fuer-hamburg.de) own site
[Rollmops Sushi](https://directindex.org/r/rollmops-sushi.de) own site |
| [A traditional local restaurant that tourists don't know. Book me a table for Saturday.](https://directindex.org/city/hamburg/recommended/local-saturday) | [Restaurant Im Sprinkenhof](https://directindex.org/r/restaurant-sprinkenhof.de) own site
[Gasthaus Quellenhof](https://directindex.org/r/quellenhof.hamburg) own site
[Speisewirtschaft Opitz](https://directindex.org/r/speisenwirtschaft-opitz.de) own site | [Oberhafen-Kantine](https://directindex.org/r/oberhafenkantine-hamburg.de) no link
[Own website](https://directindex.org/r/oberhafenkantine-hamburg.de) own site
[Laufauf](https://directindex.org/r/laufauf.de) own site | [Anno 1905](https://directindex.org/r/anno1905.de) own site
[Oberhafen-Kantine](https://directindex.org/r/oberhafenkantine-hamburg.de) own site
[Alt-Hamburger Aalspeicher](https://directindex.org/r/aalspeicher.de) own site |
| [Brunch on Sunday for four. Where can I reserve?](https://directindex.org/city/hamburg/recommended/brunch) | [Altes Mädchen](https://directindex.org/r/altes-maedchen.com) own site
[ElbAlm](https://directindex.org/scan/elbalm.hamburg) own site
[Café KostBar](https://directindex.org/r/kostbar-hamburg.de) own site | [Mutterland Stammhaus](https://directindex.org/scan/mutterland.de) own site
Café Pauline no link
Nord Coast directory | [Café Paris](https://directindex.org/r/cafeparis.net) own site
[Nord Coast Coffee Roastery](https://directindex.org/scan/nordcoast-coffee.de) own site
[Café Avi](https://directindex.org/scan/cafe-avi.de) own site |
| [Seafood dinner with a view, table for four this week.](https://directindex.org/city/hamburg/recommended/seafood-view) | [am kai](https://directindex.org/r/amkai.hamburg) own site
[coast by east](https://directindex.org/r/coast-hamburg.de) own site
[Restaurant Port](https://directindex.org/r/hotel-hafen-hamburg.de) own site | Rive Fish & Faible no link
[Website: https://rive.de/](https://directindex.org/r/rive.de) own site
[am kai](https://directindex.org/r/amkai.hamburg) no link
[Website: https://amkai.hamburg/en/](https://directindex.org/r/amkai.hamburg) own site | [Fischereihafen Restaurant](https://directindex.org/r/fischereihafenrestaurant.de) own site
[am kai](https://directindex.org/r/amkai.hamburg) own site
[Restaurant Fischerhaus](https://directindex.org/r/restaurant-fischerhaus.de) own site |
| [A cheap lunch menu near the centre.](https://directindex.org/city/hamburg/recommended/cheap-lunch) | [Barrossa Kaffeebar](https://directindex.org/scan/barrossa.de) own site
[Stadtküche](https://directindex.org/r/stadtkueche.de) no link
[bistro](https://directindex.org/r/stadtkueche.de) own site
[Fresh Green](https://directindex.org/r/freshgreen-hamburg.de) own site | [Vinh Loi Kitchen](https://directindex.org/scan/vinhloikitchen.de) own site
[Burrico](https://directindex.org/r/burricohamburg.de) own site | [Stadtküche](https://directindex.org/r/stadtkueche.de) own site
[Karlsons](https://directindex.org/r/karlsons.de) own site |
| [Birthday dinner for eight on Friday. I want to book online.](https://directindex.org/city/hamburg/recommended/birthday-8) | [Bullerei](https://directindex.org/r/bullerei.com) own site
[coast by east](https://directindex.org/r/coast-hamburg.de) own site | [Caramba Especial](https://directindex.org/r/carambaespecial.com) own site
[Panthera Rodizio](https://directindex.org/r/panthera-rodizio.de) own site
[Restaurant Fardi](https://directindex.org/r/fardi-hamburg.de) own site | [east Restaurant](https://directindex.org/r/east-hamburg.de) own site
[Altes Mädchen](https://directindex.org/r/altes-maedchen.com) own site |
| [Best burger in town, and I want to order online.](https://directindex.org/city/hamburg/recommended/burger) | [Dulf’s Burger](https://directindex.org/r/dulfsburger.de) own site
[Better Burger Company](https://directindex.org/r/betterburgercompany.de) own site
[Burger Village](https://directindex.org/r/burger-village.de) own site | [Dulfs Burger](https://directindex.org/r/dulfsburger.de) own site
[Ruffs Burger](https://directindex.org/scan/ruffsburger.de) own site
[Burgerlich](https://directindex.org/r/burgerlich.com) own site | [Dulfs Burger](https://directindex.org/r/dulfsburger.de) own site
[Burger Heroes](https://directindex.org/r/burgerheroes.de) own site
[Peter Pane](https://directindex.org/r/peterpane.de) own site |
| [Something to eat after midnight, delivered or open late.](https://directindex.org/city/hamburg/recommended/late-night) | [As Urfa Kebap](https://directindex.org/scan/as-urfa-steindamm-hamburg.de) own site
[Baris Grillhaus](https://directindex.org/r/baris-hamburg.de) own site | [Erikas Eck](https://directindex.org/r/erikaseck.com) own site
[Frau Möller](https://directindex.org/r/fraumoeller.com) own site
[Kleine Pause](https://directindex.org/r/kleine-pause.de) no link | [Erikas Eck](https://directindex.org/scan/erikas-eck.de) own site
[Kleine Pause](https://directindex.org/r/kleine-pause.de) own site
Imbiss Lucullus no link |

 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 2026-11-02. The data is open, and the JSON version of this page has every destination. [Methodology](https://directindex.org/methodology).

#### The Direct Index

[Why direct](https://directindex.org/why)[What agent-direct means](https://directindex.org/agent-direct)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy)[Terms](https://directindex.org/terms)[Corrections](https://directindex.org/corrections)[Legal notice](https://directindex.org/legal)

#### Use it

[Free scanner](https://directindex.org/scan)[City indexes](https://directindex.org/cities)[Search the index](https://directindex.org/search)[Rankings](https://directindex.org/rankings)[What assistants recommend](https://directindex.org/assistants)[Ask the index](https://directindex.org/ask)

#### 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

[Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml)

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"}}]}
{"@context":"https://schema.org","@type":"Dataset","name":"Where AI assistants send people in Hamburg","url":"https://directindex.org/city/hamburg/assistants","description":"Hamburg: 79% of 150 assistant answers link a business's own site and 16% a marketplace, Just Eat 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/hamburg/assistants.json"},{"@type":"DataDownload","encodingFormat":"text/markdown","contentUrl":"https://directindex.org/city/hamburg/assistants?format=md"}]}
```