---
title: Where assistants send people in Mumbai · The Direct Index
url: https://directindex.org/city/mumbai/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 · Mumbai, IN · November 2026

# Where assistants send people in Mumbai

44 answers from ChatGPT and Gemini, asked on 2026-11-05, to the questions people ask and to questions about the top businesses in the index. 98% of them link a business's own site or its booking software, and 48% link a marketplace, most often district.in (34%).

98%

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

48%

link a marketplace

34%

link district.in, the marketplace named most

44

answers, 44 to the questions people ask and 0 about businesses

Of the 44 answers to the questions people ask, 98% link a business's own site or its booking software and 48% a marketplace, district.in most often.

Updated 2026-11-07. [The Mumbai index](https://directindex.org/city/mumbai) · [Places named, question by question](https://directindex.org/city/mumbai/recommended) · [Markdown](https://directindex.org/city/mumbai/assistants?format=md) · [JSON](https://directindex.org/city/mumbai/assistants.json) · [Share image](https://directindex.org/og/city/mumbai/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 44 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 | 43 | **98%** | 22 100% | 21 95% |
| district.in | marketplace
Zomato's entertainment and dining ticketing and discovery marketplace. | 15 | **34%** | 0 | 15 68% |
| Press, guides and forums | press and guides | 12 | **27%** | 1 5% | 11 50% |
| Swiggy | marketplace | 11 | **25%** | 0 | 11 50% |
| Justdial | directory | 5 | **11%** | 0 | 5 23% |
| uppercrustindia.com | other site | 4 | **9%** | 0 | 4 18% |
| eazydiner.com | marketplace
Table reservation and food ordering platform offering restaurant deals across India. | 3 | **7%** | 0 | 3 14% |
| YouTube | directory | 3 | **7%** | 0 | 3 14% |
| cornucopiafoodstore.com | other site | 2 | **5%** | 0 | 2 9% |
| diningcity.cn | other site | 2 | **5%** | 0 | 2 9% |
| joinpearl.co | vendor, direct | 2 | **5%** | 0 | 2 9% |
| magicpin.in | other site | 2 | **5%** | 0 | 2 9% |
| realhealthio.com | other site | 2 | **5%** | 0 | 2 9% |
| reservego.co | other site | 2 | **5%** | 0 | 2 9% |
| Resy | marketplace | 2 | **5%** | 0 | 2 9% |

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

 By assistant

## What each assistant does in Mumbai

ChatGPT: answered by gpt-6-luna (22).

Gemini: answered by gemini-3.8-flash (22).

### 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% | 62 |
| Gemini | **72%** | 0% | 0% | 28% | 68 |

 Question by question

## Who gets named, and with which link

Asked on 2026-11-05. 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/mumbai/recommended/chicken) | [Khao Piyo](https://directindex.org/r/khao-piyo.com) own site
[Arab Restaurant](https://directindex.org/scan/arabrestaurant.in) own site | [Copper Chimney](https://directindex.org/r/copperchimney.in) own site
[Jai Jawan](https://directindex.org/r/jaijawanfoods.online) own site
[Persian Darbar](https://directindex.org/r/persiandarbar.in) own site |
| [I want to book a table for two tonight somewhere romantic.](https://directindex.org/city/mumbai/recommended/romantic) | [The Nest at Waikiki](https://directindex.org/scan/thenestatwaikiki.com) own site
AER own site
[Luft](https://directindex.org/scan/lufttheair.in) own site | AER own site
[Olive Bar & Kitchen](https://directindex.org/scan/olivebarandkitchen.com) own site
[The Table (Colaba)](https://directindex.org/scan/foodmatters.in) own site |
| [Best pizza delivered to where I'm staying, right now.](https://directindex.org/city/mumbai/recommended/pizza-delivery) | [PizzaExpress](https://directindex.org/r/pizzaexpress.in) own site
[Smokin’ Joe’s](https://directindex.org/r/smokinjoespizza.com) own site
[Sbarro](https://directindex.org/r/sbarroindia.com) own site | [Rays Café & Pizzeria](https://directindex.org/r/rayscafeandpizzeria.com) own site
[Gustoso](https://directindex.org/r/gustoso.co.in) own site |
| [A good vegan or vegetarian lunch near the centre, today.](https://directindex.org/city/mumbai/recommended/vegan-lunch) | [Sequel Kala Ghoda](https://directindex.org/scan/sequelmumbai.in) own site
[Relish International Veg Cuisine](https://directindex.org/scan/prashantcaterers.com) own site
[Arya Veg Restaurant](https://directindex.org/scan/indiarestros.com) own site | [Burma Burma Restaurant & Tea Room](https://directindex.org/r/burmaburma.in) own site
[Swati Snacks](https://directindex.org/scan/swatisnacks.com) own site
Soam no link |
| [I want sushi delivered this evening.](https://directindex.org/city/mumbai/recommended/sushi) | [Sushiya](https://directindex.org/scan/sushiya.in) own site
[Sushi D’Lite](https://directindex.org/scan/sushidlite.in) own site
[Sushi and More](https://directindex.org/scan/sushiandmore.com) own site | [Sushiya](https://directindex.org/scan/sushiya.in) own site
[Foo Asian Tapas](https://directindex.org/scan/fooasiantapas.com) own site |
| [A traditional local restaurant that tourists don't know. Book me a table for Saturday.](https://directindex.org/city/mumbai/recommended/local-saturday) | [Mejwani Maharashtrachi](https://directindex.org/scan/mejwanimaharashtrachi.com) own site
[The Tanjore Tiffin Room](https://directindex.org/scan/thetanjoretiffinroom.com) own site
[Khyber](https://directindex.org/r/kleap.io) own site | [Chaitanya](https://directindex.org/scan/chaitanyahotel.com) own site
[Jai Hind Lunch Home](https://directindex.org/r/jaihindlunchhome.com) own site
Prakash Shakahari Upahaar Kendra no link |
| [Brunch on Sunday for four. Where can I reserve?](https://directindex.org/city/mumbai/recommended/brunch) | [The Merchants at Fairmont Mumbai](https://directindex.org/scan/themerchantsrestaurant.com) own site
[Seven Kitchens at The St. Regis Mumbai](https://directindex.org/scan/marriott.com) own site
[Coast & Bloom](https://directindex.org/scan/coastandbloom.in) own site | [Olive Bar & Kitchen](https://directindex.org/scan/olivebarandkitchen.com) own site
[Seven Kitchens](https://directindex.org/scan/marriottbonvoyasia.com) own site
[The Table (Colaba)](https://directindex.org/scan/foodmatters.in) own site |
| [Seafood dinner with a view, table for four this week.](https://directindex.org/city/mumbai/recommended/seafood-view) | [Lagoon at Hotel Sea Princess](https://directindex.org/scan/seaprincess.com) own site
[Cecconi’s Mumbai](https://directindex.org/r/cecconisrestaurants.com) own site
[The Bayview at Hotel Marine Plaza](https://directindex.org/scan/hotelmarineplaza.com) own site | [The Experience](https://directindex.org/scan/bastianhospitality.com) own site
[Dome](https://directindex.org/scan/ihg.com) own site
[The Bayview](https://directindex.org/scan/hotelmarineplaza.com) own site
Mahesh Lunch Home no link |
| [A cheap lunch menu near the centre.](https://directindex.org/city/mumbai/recommended/cheap-lunch) | [Poornima](https://directindex.org/scan/lbb.in) own site
[Modern Lunch Home](https://directindex.org/r/magicpin.in) own site
[Jimmy Boy](https://directindex.org/r/jimmyboy.in) own site | Pancham Puriwala no link
Café Military no link
Café Excelsior no link |
| [Birthday dinner for eight on Friday. I want to book online.](https://directindex.org/city/mumbai/recommended/birthday-8) | [Vincenzo Capuano](https://directindex.org/scan/vincenzocapuano.in) own site
[Anvaya](https://directindex.org/scan/experienceanvaya.com) own site
[Sweeney](https://directindex.org/scan/sweeneybombay.in) own site | [Bastian](https://directindex.org/scan/bastianhospitality.com) own site
[Masque](https://directindex.org/r/masquerestaurant.com) own site
The Bombay Canteen no link
[Booking site status](https://directindex.org/scan/thebombaycanteen.com) own site |
| [Best burger in town, and I want to order online.](https://directindex.org/city/mumbai/recommended/burger) | [Jimis Burger](https://directindex.org/r/jimisburger.in) own site
[Good Flippin’ Burgers](https://directindex.org/r/goodflippin.com) own site
[Smoque Burgers](https://directindex.org/scan/smoqueup.com) own site | [Good Flippin Burgers](https://directindex.org/r/goodflippin.com) own site
[Jimis Burger](https://directindex.org/r/jimisburger.in) own site
Louis Burger no link |
| [Something to eat after midnight, delivered or open late.](https://directindex.org/city/mumbai/recommended/late-night) | Andheri West no link
[The Third House](https://directindex.org/scan/thethirdhouse.in) own site
[Good Food Truck](https://directindex.org/scan/goodfoodtruckofficial.com) own site
[Dum Biryani Rasoi](https://directindex.org/scan/dumbiryanirasoi.in) own site | [Lotus Cafe](https://directindex.org/scan/marriott.com) own site
Bademiya no link
Amar Juice Centre no link |
| [Dinner with two kids tonight, somewhere relaxed. Book a table for four.](https://directindex.org/city/mumbai/recommended/kids-family) | [Flamboyanté](https://directindex.org/r/fountainhospitality.com) own site
[The Tanjore Tiffin Room](https://directindex.org/scan/thetanjoretiffinroom.com) own site | [Smoke House Deli](https://directindex.org/r/smokehousedeli.in) own site
[Pizza By The Bay](https://directindex.org/r/mars-world.com) own site
Café Madras no link |
| [I'm coeliac. A restaurant with real gluten-free options for dinner, book it.](https://directindex.org/city/mumbai/recommended/gluten-free) | [Sequel](https://directindex.org/r/sequelmumbai.in) own site | [Sequel](https://directindex.org/r/sequel.co.in) own site
[Aharveda - Vegan & Beyond](https://directindex.org/r/aharveda.com) own site
The Village Shop no link |
| [Lunch on a terrace in the sun tomorrow. Where can I reserve?](https://directindex.org/city/mumbai/recommended/terrace) | [Horizon by Aufside](https://directindex.org/scan/aufside.com) own site
[LUFT](https://directindex.org/scan/lufttheair.in) own site | [Cecconis Mumbai](https://directindex.org/scan/cecconisrestaurants.com) own site
[Olive Bar & Kitchen](https://directindex.org/scan/olivebarandkitchen.com) own site
The Terrace no link |
| [A dinner for a group of twelve next Thursday. Who takes big tables online?](https://directindex.org/city/mumbai/recommended/group-12) | [Saffron Mumbai](https://directindex.org/scan/saffronmumbai.in) own site
[Trèsind Mumbai](https://directindex.org/scan/tresind.com) own site
[Hakkasan Mumbai](https://directindex.org/scan/hakkasangroup.com) own site | [Trèsind Mumbai](https://directindex.org/scan/tresind.com) own site
[Bastian](https://directindex.org/scan/bastianhospitality.com) own site
[The Bombay Canteen](https://directindex.org/r/thebombaycanteen.com) own site |
| [A special tasting menu for our anniversary next month. Book us in.](https://directindex.org/city/mumbai/recommended/fine-dining) | [Masque](https://directindex.org/r/masquerestaurant.com) own site
[Papa’s](https://directindex.org/scan/papasbombay.com) own site
[Ekaa](https://directindex.org/scan/ekaamumbai.com) own site | Masque no link
[The Experience](https://directindex.org/scan/masquerestaurant.com) own site
[Trèsind Mumbai](https://directindex.org/scan/tresind.com) own site
[Ekaa](https://directindex.org/scan/ekaamumbai.com) own site |
| [A quiet place for a business lunch on Tuesday, book for three at noon.](https://directindex.org/city/mumbai/recommended/business-lunch) | [Indian Accent](https://directindex.org/r/indianaccent.com) own site
[Trèsind Mumbai](https://directindex.org/scan/tresind.com) own site
[Hearth on the First](https://directindex.org/scan/hearthrestaurant.in) own site | [Wasabi by Morimoto](https://directindex.org/scan/tajhotels.com) own site
[Trèsind](https://directindex.org/scan/tresind.com) own site
[Yauatcha](https://directindex.org/r/yauatcha.com) own site |
| [Good breakfast near the centre tomorrow from 8. Can I book?](https://directindex.org/city/mumbai/recommended/breakfast) | South Mumbai/Fort no link
[Sequel Kala Ghoda](https://directindex.org/scan/sequelmumbai.in) own site
[Kala Ghoda Cafe](https://directindex.org/scan/kgcafe.in) own site
[Bluet at The Sahil Hotel, Mumbai Central](https://directindex.org/scan/thesahilhotel.com) own site | [The Nutcracker](https://directindex.org/r/thenutcracker.in) no link
[What to expect](https://directindex.org/r/thenutcracker.in) own site
Café Madras no link
No, walk-in only no link |
| [Something healthy like bowls or salads delivered to my office at lunch.](https://directindex.org/city/mumbai/recommended/healthy-bowl) | [HnH Salad and Co](https://directindex.org/scan/hnhsalads.com) own site
[Bowl Baé](https://directindex.org/scan/bowlbae.company) own site
[ACTIVeat](https://directindex.org/scan/activeat.in) own site | [Bombay Salad Co](https://directindex.org/r/bombaysaladcompany.com) own site
[Sequel](https://directindex.org/r/sequelmumbai.in) own site
[Harvest Salad Co](https://directindex.org/scan/harvestsaladco.com) own site |
| [A wine bar with small plates tonight. Reserve two seats.](https://directindex.org/city/mumbai/recommended/wine-bar) | [Pique](https://directindex.org/scan/indianexpress.com) own site
[Escobar](https://directindex.org/scan/escobar.in) own site | [Cecconis Mumbai](https://directindex.org/scan/cecconisrestaurants.com) own site
Perch Wine & Coffee Bar no link |
| [Somewhere good that's actually open on Monday evening, book a table.](https://directindex.org/city/mumbai/recommended/open-monday) | [Hakkasan Mumbai](https://directindex.org/scan/hakkasangroup.com) own site
[Mustard, Worli](https://directindex.org/scan/mustardrestaurants.in) own site
[Vincenzo Capuano, Lower Parel](https://directindex.org/scan/vincenzocapuano.in) own site | [The Bombay Canteen](https://directindex.org/r/thebombaycanteen.com) own site
[Bastian](https://directindex.org/scan/bastianhospitality.com) own site
Trishna 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 2026-11-07. 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 Mumbai","url":"https://directindex.org/city/mumbai/assistants","description":"Mumbai: 98% of 44 assistant answers link a business's own site and 48% a marketplace, district.in 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/mumbai/assistants.json"},{"@type":"DataDownload","encodingFormat":"text/markdown","contentUrl":"https://directindex.org/city/mumbai/assistants?format=md"}]}
```