---
title: Where assistants send people in Doha · The Direct Index
url: https://directindex.org/city/doha/assistants?format=md
---

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 Assistants · Doha, QA · November 2026

# Where assistants send people in Doha

164 answers from ChatGPT and Gemini, asked between 2026-10-27 and 2026-11-01, to the questions people ask and to questions about the top businesses in the index. 68% of them link a business's own site or its booking software, and 25% link a marketplace, most often Talabat (24%).

68%

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

25%

link a marketplace

24%

link Talabat, the marketplace named most

164

answers, 44 to the questions people ask and 120 about businesses

Of the 44 answers to the questions people ask, 98% link a business's own site or its booking software and 9% a marketplace, Talabat most often; of the 120 about specific businesses, 57% link a business's own site or its booking software and 31% a marketplace, Talabat most often.

Updated 2026-11-02. [The Doha index](https://directindex.org/city/doha) · [Places named, question by question](https://directindex.org/city/doha/recommended) · [Markdown](https://directindex.org/city/doha/assistants?format=md) · [JSON](https://directindex.org/city/doha/assistants.json) · [Share image](https://directindex.org/og/city/doha/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 164 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 | 106 | **65%** | 47 57% | 59 72% |
| Talabat | marketplace | 40 | **24%** | 14 17% | 26 32% |
| Press, guides and forums | press and guides | 33 | **20%** | 5 6% | 28 34% |
| Instagram | directory | 12 | **7%** | 1 1% | 11 13% |
| Restaurant Guru | directory | 7 | **4%** | 2 2% | 5 6% |
| offernmenu.com | vendor, direct | 6 | **4%** | 0 | 6 7% |
| SevenRooms | vendor, direct | 6 | **4%** | 3 4% | 3 4% |
| morecravings.com | directory | 5 | **3%** | 0 | 5 6% |
| Facebook | directory | 4 | **2%** | 0 | 4 5% |
| Michelin Guide | directory | 4 | **2%** | 1 1% | 3 4% |
| WhatsApp | directory | 4 | **2%** | 2 2% | 2 2% |
| booknbook.qa | other site | 3 | **2%** | 0 | 3 4% |
| qfood.shop | vendor, direct | 3 | **2%** | 2 2% | 1 1% |
| Tripadvisor | directory | 3 | **2%** | 3 4% | 0 |
| Wikipedia | directory | 3 | **2%** | 0 | 3 4% |

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

 By assistant

## What each assistant does in Doha

ChatGPT: answered by gpt-6-luna (82).

Gemini: answered by gemini-3.8-flash (60), gemini-2.5-flash (17), gemini-2.5-pro (5).

### 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% | 2% | 2% | 62 |
| Gemini | **69%** | 0% | 1% | 30% | 67 |

### 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 | **37%** | 23% | 8% | 32% | 60 |
| Gemini | **55%** | 32% | 8% | 5% | 60 |

 Question by question

## Who gets named, and with which link

Asked on 2026-11-01. 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 |
| --- | --- | --- |
| [I'm feeling like chicken tonight. Where can I order from?](https://directindex.org/city/doha/recommended/chicken) | [Nando’s](https://directindex.org/r/nandos.qa) own site
[Jollibee](https://directindex.org/r/jollibee.qa) own site
[Max’s Restaurant](https://directindex.org/r/maxsrestaurant.qa) own site | [Bonbird](https://directindex.org/scan/bonbird.com) own site
QoKio Korean Fried Chicken no link
Hot Chicken no link |
| [I want to book a table for two tonight somewhere romantic.](https://directindex.org/city/doha/recommended/romantic) | [Mario e Mario](https://directindex.org/r/millenniumhotels.com) own site
[LPM Doha](https://directindex.org/scan/lpmrestaurants.com) own site
[Zengo](https://directindex.org/r/zengodoha.com) own site | [La Mar Doha by Gastón Acurio](https://directindex.org/r/lamarcebicheria.com) own site
[Zengo by Chef Richard Sandoval](https://directindex.org/r/zengodoha.com) own site
[IDAM by Alain Ducasse](https://directindex.org/scan/idam.com) own site |
| [Best pizza delivered to where I'm staying, right now.](https://directindex.org/city/doha/recommended/pizza-delivery) | [Dodo Pizza](https://directindex.org/scan/dodopizza.qa) own site
[Fabio’s Pizza](https://directindex.org/scan/fabiospizzadoha.com) own site
[Papa Johns Qatar](https://directindex.org/r/papajohns.qa) own site | [Dominos Pizza Qatar](https://directindex.org/r/dominos.qa) own site
[Pizza Hut Qatar](https://directindex.org/r/pizzahut.qa) own site
[Papa Johns Qatar](https://directindex.org/r/papajohns.qa) own site |
| [A good vegan or vegetarian lunch near the centre, today.](https://directindex.org/city/doha/recommended/vegan-lunch) | [Thalatheen](https://directindex.org/r/thalatheen.com) own site
[Anis Café](https://directindex.org/scan/hyattrestaurants.com) own site
[Nosh Cravings](https://directindex.org/r/noshcravings.com) own site | [Evergreen Organics](https://directindex.org/r/evergreenorganics.qa) own site
[Bharath Vasanta Bhavan](https://directindex.org/r/bharathvasantabhavan.com) own site
Aryaas Express no link |
| [I want sushi delivered this evening.](https://directindex.org/city/doha/recommended/sushi) | [Yee Hwa](https://directindex.org/r/yeehwa.com) own site
[Sushi Minto](https://directindex.org/r/sushiminto.com) own site
[Sushi Ponto](https://directindex.org/r/sushiponto.com) own site | [Nobu Doha](https://directindex.org/r/shopfsdoha.com) own site
[Morimoto Doha](https://directindex.org/r/bit.ly) own site
[Sushi Million](https://directindex.org/scan/sushimillion.com) own site |
| [A traditional local restaurant that tourists don't know. Book me a table for Saturday.](https://directindex.org/city/doha/recommended/local-saturday) | [Bayt Alwaldah](https://directindex.org/r/baytalwaldah.com) own site
Shay Al Shamoos directory | Shay Al Shamous no link
Phone Number no link
Bayt Sharq no link
[Feeh AlAafia](https://directindex.org/scan/akh.com.qa) own site |
| [Brunch on Sunday for four. Where can I reserve?](https://directindex.org/city/doha/recommended/brunch) | [Sarabeth’s](https://directindex.org/r/hilton.com) own site
[Twisted Olive](https://directindex.org/r/twistedolive.qa) own site
[L’Artisan at Raffles Doha](https://directindex.org/scan/raffles.com) own site | [The Kitchen Doha](https://directindex.org/r/thekitchendoha.com) no link
[The Oat House](https://directindex.org/scan/ihg.com) own site
Coral no link |
| [Seafood dinner with a view, table for four this week.](https://directindex.org/city/doha/recommended/seafood-view) | [La Mar Doha](https://directindex.org/r/intercontinental.com) own site
[La Marsa](https://directindex.org/scan/ghmhotels.com) own site
[Al Nahham](https://directindex.org/r/anantara.com) own site | [Nobu Doha](https://directindex.org/r/noburestaurants.com) own site
[La Mar Doha by Gastón Acurio](https://directindex.org/r/lamarcebicheria.com) own site
[Lobito de Mar](https://directindex.org/scan/kempinski.com) own site |
| [A cheap lunch menu near the centre.](https://directindex.org/city/doha/recommended/cheap-lunch) | [Sonar Madina Discount Restaurant](https://directindex.org/scan/sonarmadinadiscountrestaurant.com) own site
[Polka](https://directindex.org/scan/polkarestaurantqatar.com) own site
[RP Café](https://directindex.org/scan/rpcafe.com) own site | [Turkey Central Restaurant](https://directindex.org/r/gulfdine.com) no link
[Bandar Aden Restaurant](https://directindex.org/r/bandaraden.com) own site
Al Jazeera Kabab no link |
| [Birthday dinner for eight on Friday. I want to book online.](https://directindex.org/city/doha/recommended/birthday-8) | [Olivitta](https://directindex.org/scan/olivittaqatar.com) own site
[NOZOMI Doha](https://directindex.org/r/nozomi-doha.com) own site
[Jamavar Doha](https://directindex.org/scan/jamavarrestaurants.com) own site | Nobu Doha own site
Hakkasan Doha directory
[Morimoto Doha](https://directindex.org/r/sbe.com) own site |
| [Best burger in town, and I want to order online.](https://directindex.org/city/doha/recommended/burger) | [Five Guys](https://directindex.org/r/fiveguys.qa) own site
[Change Up](https://directindex.org/scan/changeup-qa.com) own site
[Beefbar Doha](https://directindex.org/scan/beefbar.com) own site | [Shake Shack](https://directindex.org/r/wi-q.com) own site
[Salt](https://directindex.org/r/hyattrestaurants.com) own site
[Elevation Burger](https://directindex.org/r/elevationburger.com) own site |
| [Something to eat after midnight, delivered or open late.](https://directindex.org/city/doha/recommended/late-night) | [Alqamer Alabyed Grill & Café](https://directindex.org/scan/aqgrillncafe.com) own site
[Zaya Oriental Kitchen](https://directindex.org/r/zayaorientalkitchen.com) own site
[Señorritas](https://directindex.org/r/senorritastexmex.com) own site | [Sazeli](https://directindex.org/r/sazeli-qatar.com) no link
[OPA Doha](https://directindex.org/r/opaworld.com) no link
Artist Cafe no link |
| [Dinner with two kids tonight, somewhere relaxed. Book a table for four.](https://directindex.org/city/doha/recommended/kids-family) | [Coral](https://directindex.org/r/intercontinental.com) own site
[Olivitta](https://directindex.org/scan/olivittaqatar.com) own site
[Jeju Snow Salmon](https://directindex.org/scan/jejusnowsalmon.com) own site | Lwzaar Seafood Market no link
Lemon Garden no link
[The Square](https://directindex.org/r/devalias.com) no link |
| [I'm coeliac. A restaurant with real gluten-free options for dinner, book it.](https://directindex.org/city/doha/recommended/gluten-free) | [Pure Eats Co](https://directindex.org/r/pureeatsco.com) own site
[Hakkasan Doha](https://directindex.org/scan/hakkasangroup.com) own site
[Pure Eats](https://directindex.org/r/pureeatsco.com) no link | [Pure Eats Co](https://directindex.org/r/pureeatsco.com) own site
[The Guilt Free Company](https://directindex.org/r/theguiltfreecompany.com) no link
Wild & The Moon no link |
| [Lunch on a terrace in the sun tomorrow. Where can I reserve?](https://directindex.org/city/doha/recommended/terrace) | [Nota Blu Doha](https://directindex.org/r/notabludoha.com) own site | [La Mar by Gastón Acurio](https://directindex.org/scan/ihg.com) own site
[Boho Social](https://directindex.org/r/bohosocialqatar.com) own site
Mykonos own site |
| [A dinner for a group of twelve next Thursday. Who takes big tables online?](https://directindex.org/city/doha/recommended/group-12) | [Señorritas](https://directindex.org/r/senorritastexmex.com) own site
[Zuma Doha](https://directindex.org/scan/zumarestaurant.com) own site
[NOZOMI Doha](https://directindex.org/r/nozomi-doha.com) own site | [Hakkasan Doha](https://directindex.org/scan/hakkasan.com) own site
[B-Lounge Doha](https://directindex.org/r/ritzcarlton.com) own site
[GAIA Doha](https://directindex.org/scan/gaia-restaurants.com) own site |
| [A special tasting menu for our anniversary next month. Book us in.](https://directindex.org/city/doha/recommended/fine-dining) | [Alba](https://directindex.org/scan/raffles.com) own site
[IDAM by Alain Ducasse](https://directindex.org/scan/mia.org.qa) own site
[La Mar Doha](https://directindex.org/r/intercontinental.com) own site | [IDAM by Alain Ducasse](https://directindex.org/scan/idam-restaurant.com) own site
[Hakkasan Doha](https://directindex.org/scan/hakkasan.com) own site
[Zengo Doha](https://directindex.org/r/zengodoha.com) own site |
| [A quiet place for a business lunch on Tuesday, book for three at noon.](https://directindex.org/city/doha/recommended/business-lunch) | [Mila at Rosewood Doha](https://directindex.org/scan/rosewoodhotels.com) own site
[Shanghai Me Doha](https://directindex.org/r/shanghaime-restaurant.com) own site
[Azal](https://directindex.org/scan/swissotelcornichedoha.com) own site | [Dalchini Restaurant](https://directindex.org/scan/centarahotelsresorts.com) own site
[Benjarong Doha](https://directindex.org/r/dusit.com) own site
[La Spiga by Paper Moon](https://directindex.org/r/marriott.com) own site |
| [Good breakfast near the centre tomorrow from 8. Can I book?](https://directindex.org/city/doha/recommended/breakfast) | [The Quarter](https://directindex.org/scan/swissotelcornichedoha.com) own site
[L’auberge](https://directindex.org/r/warwickhotels.com) own site
[City Center Doha Mall](https://directindex.org/scan/and-deli.com) own site | [The Kitchen](https://directindex.org/r/thekitchendoha.com) own site
[Avenue Restaurant](https://directindex.org/r/pullman-doha-westbay.com) own site
[The Quarter](https://directindex.org/scan/swissotel.com) own site |
| [Something healthy like bowls or salads delivered to my office at lunch.](https://directindex.org/city/doha/recommended/healthy-bowl) | SALATA own site
[Healthy Kitchen](https://directindex.org/scan/healthykitchenqa.com) own site | [SALATA](https://directindex.org/scan/salata.com) own site
[Diet Delights](https://directindex.org/scan/dietdelights.com.qa) own site
Project Healthy Bowls no link |
| [A wine bar with small plates tonight. Reserve two seats.](https://directindex.org/city/doha/recommended/wine-bar) | [The Cellar](https://directindex.org/scan/hyattrestaurants.com) own site
[LPM Doha](https://directindex.org/scan/lpmrestaurants.com) own site
[La Mar Doha](https://directindex.org/r/intercontinental.com) own site | [The Cellar](https://directindex.org/scan/hyattrestaurants.com) own site
Bar Rouge no link
The Library Bar own site |
| [Somewhere good that's actually open on Monday evening, book a table.](https://directindex.org/city/doha/recommended/open-monday) | [Zuma Doha](https://directindex.org/scan/zumarestaurant.com) own site
[Kai’s Songbird](https://directindex.org/r/kaisongbird.qa) own site
[NAC Doha](https://directindex.org/r/nacdoha.com) own site | [Spice Market](https://directindex.org/r/spicemarketdoha.com) own site
Morimoto Doha own site
[Mykonos](https://directindex.org/scan/intercontinental.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 2026-11-02. 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"}}]}
{"@context":"https://schema.org","@type":"Dataset","name":"Where AI assistants send people in Doha","url":"https://directindex.org/city/doha/assistants","description":"Doha: 68% of 164 assistant answers link a business's own site and 25% a marketplace, Talabat most often. From ChatGPT, Claude and Gemini, November 2026.","license":"https://opendatacommons.org/licenses/odbl/","creator":{"@id":"https://directindex.org/#org"},"temporalCoverage":"2026-11","distribution":[{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://directindex.org/city/doha/assistants.json"},{"@type":"DataDownload","encodingFormat":"text/markdown","contentUrl":"https://directindex.org/city/doha/assistants?format=md"}]}
```