---
title: Where assistants send people in Stellenbosch · The Direct Index
url: https://directindex.org/city/stellenbosch/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 · Stellenbosch, ZA · October 2026

# Where assistants send people in Stellenbosch

186 answers from ChatGPT, Claude and Gemini, asked between 2026-10-22 and 2026-10-28, to the questions people ask and to questions about the top businesses in the index. 82% of them link a business's own site or its booking software, and 38% link a marketplace, most often Uber Eats (19%).

82%

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

38%

link a marketplace

19%

link Uber Eats, the marketplace named most

186

answers, 66 to the questions people ask and 120 about businesses

Of the 66 answers to the questions people ask, 92% link a business's own site or its booking software and 33% a marketplace, dineplan.com most often; of the 120 about specific businesses, 77% link a business's own site or its booking software and 41% a marketplace, Uber Eats most often.

Updated 2026-11-02. [The Stellenbosch index](https://directindex.org/city/stellenbosch) · [Places named, question by question](https://directindex.org/city/stellenbosch/recommended) · [Markdown](https://directindex.org/city/stellenbosch/assistants?format=md) · [JSON](https://directindex.org/city/stellenbosch/assistants.json) · [Share image](https://directindex.org/og/city/stellenbosch/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 186 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 | 153 | **82%** | 67 82% | 18 82% | 68 83% |
| Uber Eats | marketplace | 36 | **19%** | 11 13% | 3 14% | 22 27% |
| dineplan.com | marketplace | 32 | **17%** | 5 6% | 6 27% | 21 26% |
| Press, guides and forums | press and guides | 29 | **16%** | 3 4% | 2 9% | 24 29% |
| mrd.com | other site
Acronym-based domain that does not clearly identify a consumer directory or local service. | 20 | **11%** | 1 1% | 0 | 19 23% |
| Google Maps | directory | 9 | **5%** | 0 | 0 | 9 11% |
| eatout.co.za | directory
South African restaurant directory, review platform, and awards site. | 5 | **3%** | 0 | 3 14% | 2 2% |
| mrdfood.com | marketplace
A major South African food delivery service and marketplace platform. | 5 | **3%** | 0 | 0 | 5 6% |
| dining-out.co.za | directory
A comprehensive online restaurant directory for South Africa. | 4 | **2%** | 0 | 1 5% | 3 4% |
| magicpin.com | marketplace
Local discovery, savings, and order/booking platform for retail and dining. | 4 | **2%** | 0 | 0 | 4 5% |
| Facebook | directory | 3 | **2%** | 0 | 2 9% | 1 1% |
| Apple Maps | directory | 2 | **1%** | 0 | 0 | 2 2% |
| booknbook.co.za | vendor, direct
Online restaurant table reservation system and software provider. | 2 | **1%** | 0 | 0 | 2 2% |
| findmy.co.za | directory
South African local business directory and search portal. | 2 | **1%** | 0 | 0 | 2 2% |
| happycow.net | directory | 2 | **1%** | 0 | 0 | 2 2% |

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

 By assistant

## What each assistant does in Stellenbosch

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

Claude: answered by claude-sonnet-5-5 (22).

Gemini: answered by gemini-2.5-flash (82).

### 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% | 64 |
| Claude | **56%** | 11% | 5% | 28% | 61 |
| Gemini | **92%** | 0% | 2% | 6% | 63 |

### 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 | **72%** | 17% | 0% | 12% | 60 |
| Gemini | **78%** | 15% | 2% | 5% | 60 |

 Question by question

## Who gets named, and with which link

Asked on 2026-10-22. 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/stellenbosch/recommended/chicken) | [Nando’s Stellenbosch](https://directindex.org/scan/nandos.co.za) own site
[KFC Stellenbosch Shell Garage](https://directindex.org/scan/kfc.co.za) own site
[Hungry Lion](https://directindex.org/r/hungrylion.co.za) own site | [Mochachos](https://directindex.org/r/mochachos.co.za) own site
[Nandos](https://directindex.org/scan/nandos.co.za) own site
[Hungry Lion](https://directindex.org/r/hungrylion.co.za) own site | [Nandos](https://directindex.org/scan/nandos.co.za) own site
[Galitos](https://directindex.org/scan/galitos.co.za) own site
[Steers](https://directindex.org/r/steers.co.za) own site |
| [I want to book a table for two tonight somewhere romantic.](https://directindex.org/city/stellenbosch/recommended/romantic) | [DUSK](https://directindex.org/r/duskrestaurant.co.za) own site
[The Jordan Restaurant](https://directindex.org/scan/jordanwines.com) own site
[Helena’s](https://directindex.org/r/helenasrestaurant.co.za) own site | [Delaire Graff Estate Restaurant](https://directindex.org/scan/delaire.co.za) own site
[Rust en Vrede Restaurant](https://directindex.org/scan/rustenvrede.com) own site
Mont Marie Restaurant marketplace | [Rust en Vrede Wine Estate Restaurant](https://directindex.org/scan/rustenvrede.com) own site
[Post & Pepper](https://directindex.org/r/postandpepper.co.za) own site
[Delaire Graff Restaurant](https://directindex.org/scan/delairegraff.co.za) own site |
| [Best pizza delivered to where I'm staying, right now.](https://directindex.org/city/stellenbosch/recommended/pizza-delivery) | [Vendetta’s](https://directindex.org/scan/vendettas.co.za) own site
[Gino’s Stellenbosch](https://directindex.org/scan/ginos.co.za) own site
[NY Slice](https://directindex.org/scan/nyslicepizza.com) own site
Quickest route no link | [Holy Dough](https://directindex.org/r/mrd.com) own site
[NY Slice Pizza](https://directindex.org/scan/eatout.co.za) own site
[Debonairs Pizza](https://directindex.org/r/debonairspizza.co.za) own site | nothing named |
| [A good vegan or vegetarian lunch near the centre, today.](https://directindex.org/city/stellenbosch/recommended/vegan-lunch) | [Juvenate Conscious Eatery](https://directindex.org/scan/juvenate.co.za) own site
[Helena’s Restaurant](https://directindex.org/r/helenasrestaurant.co.za) own site
[La Pineta](https://directindex.org/scan/forest44.co.za) own site | [Piza e Vino](https://directindex.org/r/pizaevino.co.za) own site
Greengate Eatery no link
[Slaley Bistro](https://directindex.org/scan/wineroute.co.za) own site | [La Coco C](https://directindex.org/scan/lacococ.co.za) own site
[Java Bistro](https://directindex.org/scan/javabistro.co.za) own site
[Basic Bistro](https://directindex.org/r/basicbistro.co.za) own site |
| [I want sushi delivered this evening.](https://directindex.org/city/stellenbosch/recommended/sushi) | [Watami Sushi](https://directindex.org/scan/watami.co.za) own site
[Sushi Box Stellenbosch](https://directindex.org/scan/sushibox.co.za) own site | [Sushi Box](https://directindex.org/scan/sushibox.co.za) own site
[Watami Sushi](https://directindex.org/scan/watami.co.za) own site | [Watami Sushi](https://directindex.org/scan/watamisushi.co.za) own site
[SushiBox Stellenbosch](https://directindex.org/scan/sushibox.co.za) own site
[Genki Sushi](https://directindex.org/scan/genki.co.za) own site |
| [A traditional local restaurant that tourists don't know. Book me a table for Saturday.](https://directindex.org/city/stellenbosch/recommended/local-saturday) | [De Volkskombuis](https://directindex.org/scan/devolkskombuis.co.za) own site
[Stellenbosch Kitchen/Kombuis](https://directindex.org/r/stellenboschkitchen.co.za) own site
[Helena’s Restaurant](https://directindex.org/r/helenasrestaurant.co.za) own site | De Volkskombuis no link
[Website: www.devolkskombuis.co.za](https://directindex.org/scan/devolkskombuis.co.za) own site
[Le Pommier](https://directindex.org/scan/lepommier.co.za) own site
[De Eetkamer](https://directindex.org/r/de-eetkamer.co.za) no link | [Die Stoep](https://directindex.org/scan/vriesenhof.co.za) own site
[De Volkskombuis](https://directindex.org/scan/devolkskombuis.co.za) own site
[Middelvlei Boerebraai](https://directindex.org/scan/middelvlei.co.za) own site |
| [Brunch on Sunday for four. Where can I reserve?](https://directindex.org/city/stellenbosch/recommended/brunch) | [Basic Bistro](https://directindex.org/r/basicbistro.co.za) own site
[Middelvlei Boerebraai](https://directindex.org/scan/middelvlei.co.za) own site
[De Warenmarkt](https://directindex.org/r/dewarenmarkt.com) own site | [Postcard Cafe](https://directindex.org/scan/eatout.co.za) own site
Basic Bistro marketplace
Jonkershuis directory | [TERRA Restaurant](https://directindex.org/r/terrarestaurant.co.za) own site
[Stellenbosch Kitchen](https://directindex.org/r/stellenboschkitchen.co.za) own site
[Lanzerac Deli](https://directindex.org/scan/lanzerac.co.za) own site |
| [Seafood dinner with a view, table for four this week.](https://directindex.org/city/stellenbosch/recommended/seafood-view) | [Alluvia Restaurant](https://directindex.org/scan/alluvia.co.za) own site
[The Stellenbosch Reserve](https://directindex.org/scan/thestellenboschreserve.com) own site
[Tokara Restaurant](https://directindex.org/scan/tokara.com) own site | [The Wine Glass](https://directindex.org/r/thewineglass.guru) own site | [Delaire Graff Restaurant](https://directindex.org/scan/delairegraff.co.za) own site
[Tokara Restaurant](https://directindex.org/scan/tokara.com) own site
[Waterford Estate Restaurant](https://directindex.org/scan/waterfordestate.co.za) own site |
| [A cheap lunch menu near the centre.](https://directindex.org/city/stellenbosch/recommended/cheap-lunch) | [Java Café/Bistro](https://directindex.org/scan/livespecials.co.za) own site
[Stellenbosch Kitchen](https://directindex.org/r/stellenboschkitchen.co.za) own site
[Asta Italian Restaurant](https://directindex.org/scan/astarestaurant.com) own site | Watami directory | [Basic Bistro](https://directindex.org/r/basicbistro.co.za) own site
Java Bistro directory
Watami no link |
| [Birthday dinner for eight on Friday. I want to book online.](https://directindex.org/city/stellenbosch/recommended/birthday-8) | [De Eetkamer](https://directindex.org/r/de-eetkamer.co.za) own site
[DUSK](https://directindex.org/r/duskrestaurant.co.za) own site
[The Stellenbosch Reserve](https://directindex.org/scan/thestellenboschreserve.com) own site | [Dusk Restaurant](https://directindex.org/r/duskrestaurant.co.za) own site
[Stellenbosch Kitchen](https://directindex.org/r/stellenboschkitchen.co.za) marketplace
Giovannis at Eikendal no link | [MERTIA Restaurant](https://directindex.org/r/mertia.co.za) own site
[Post & Pepper](https://directindex.org/r/postandpepper.co.za) own site
[TERRA Restaurant](https://directindex.org/r/terrarestaurant.co.za) own site |
| [Best burger in town, and I want to order online.](https://directindex.org/city/stellenbosch/recommended/burger) | [Stud the Burger Shop](https://directindex.org/scan/studtheburgershop.co.za) own site
[Rocco & Riley](https://directindex.org/r/voermynou.co.za) own site
[De Vrije Burger](https://directindex.org/r/bertusbasson.com) own site | De Vrije Burger marketplace
[Casa Cerveza](https://directindex.org/r/casacerveza.co.za) own site
Hudsons The Burger Joint no link | [De Vrije Burger](https://directindex.org/r/bertusbasson.com) own site
[Hudsons The Burger Joint](https://directindex.org/scan/theburgerjoint.co.za) own site
[Craft Wheat and Hops](https://directindex.org/r/craftstellenbosch.co.za) own site |
| [Something to eat after midnight, delivered or open late.](https://directindex.org/city/stellenbosch/recommended/late-night) | [NY Slice Stellenbosch](https://directindex.org/scan/nyslicepizza.com) own site
Bossa Stellenbosch no link | Holy Dough no link
[Stud the Burger Shop](https://directindex.org/scan/studtheburgershop.co.za) own site
Uber Eats no link
What Id do marketplace | [McDonalds Stellenbosch Drive-Thru](https://directindex.org/scan/mcdonalds.co.za) own site
[KFC Stellenbosch Shell Garage](https://directindex.org/scan/kfc.co.za) own site
[KFC Stellenbosch Bird Street](https://directindex.org/scan/kfc.co.za) own site |
| [Dinner with two kids tonight, somewhere relaxed. Book a table for four.](https://directindex.org/city/stellenbosch/recommended/kids-family) | [Stellenbosch Kitchen](https://directindex.org/r/stellenboschkitchen.co.za) own site
[Vadas Family Eatery & Bakery](https://directindex.org/scan/vadas.co.za) own site
[Melfort](https://directindex.org/scan/melfort.co) own site | [Happy Folks Stellenbosch](https://directindex.org/r/happyfolks.co.za) own site
ColCacchio Stellenbosch marketplace
Kleine Liebe Deli & Restaurant no link | [Mont Marie Restaurant](https://directindex.org/scan/montmarie.co.za) own site
[Stellenbosch Kitchen](https://directindex.org/r/stellenboschkitchen.co.za) own site
[Melfort Restaurant](https://directindex.org/scan/melfort.co.za) own site |
| [I'm coeliac. A restaurant with real gluten-free options for dinner, book it.](https://directindex.org/city/stellenbosch/recommended/gluten-free) | [Stellenbosch Kitchen](https://directindex.org/r/stellenboschkitchen.co.za) own site
[Rykaart’s at Longridge](https://directindex.org/scan/longridge.co.za) own site | [Tokara Restaurant](https://directindex.org/scan/tokara.com) own site
Una Más no link | [Tokara Restaurant](https://directindex.org/scan/tokararestaurant.co.za) own site
[Jardine Restaurant](https://directindex.org/scan/jardine.co.za) own site
[De Warenmarkt](https://directindex.org/r/dewarenmarkt.com) own site |
| [Lunch on a terrace in the sun tomorrow. Where can I reserve?](https://directindex.org/city/stellenbosch/recommended/terrace) | [Ernie Els Wines Restaurant](https://directindex.org/scan/ernieels.com) own site
[Delaire Graff Restaurant](https://directindex.org/scan/delaire.co.za) own site
[The Stellenbosch Reserve](https://directindex.org/scan/thestellenboschreserve.com) own site | [Delaire Graff Estate Restaurant](https://directindex.org/scan/delaire.co.za) own site
Rust en Vrede no link
The Vine Bistro no link | [Delaire Graff Restaurant](https://directindex.org/scan/delaire.co.za) own site
[Tokara Restaurant](https://directindex.org/scan/tokara.com) own site
[Rust en Vrede Restaurant](https://directindex.org/scan/rustenvrede.com) own site |
| [A dinner for a group of twelve next Thursday. Who takes big tables online?](https://directindex.org/city/stellenbosch/recommended/group-12) | [Helena’s Restaurant](https://directindex.org/r/helenasrestaurant.co.za) own site
[Melfort](https://directindex.org/scan/melfort.co) own site
[De Eetkamer](https://directindex.org/r/de-eetkamer.co.za) own site | The Fat Butcher no link
[Mont Marie Restaurant](https://directindex.org/scan/eatout.co.za) own site | [The Fat Butcher](https://directindex.org/r/fatbutcher.co.za) own site
[Rust en Vrede Restaurant](https://directindex.org/scan/rustenvrede.com) own site
[Overture](https://directindex.org/scan/bertusbasson.com) own site |
| [A special tasting menu for our anniversary next month. Book us in.](https://directindex.org/city/stellenbosch/recommended/fine-dining) | [MERTIA](https://directindex.org/r/mertia.co.za) own site
[DUSK](https://directindex.org/r/duskrestaurant.co.za) own site
[QUARTZ at Quoin Rock](https://directindex.org/scan/quoinrock.co.za) own site | [Rust en Vrede Restaurant](https://directindex.org/scan/rustenvrede.com) own site
[The Jordan Restaurant with Marthinus Ferreira](https://directindex.org/scan/jordanwines.com) own site
[Mertia](https://directindex.org/r/mertia.co.za) directory | [DUSK](https://directindex.org/r/duskrestaurant.co.za) own site
[MERTIA](https://directindex.org/r/mertia.co.za) own site
[The Jordan Restaurant with Marthinus Ferreira](https://directindex.org/scan/jordanwines.com) own site |
| [A quiet place for a business lunch on Tuesday, book for three at noon.](https://directindex.org/city/stellenbosch/recommended/business-lunch) | [The Stellenbosch Reserve](https://directindex.org/scan/thestellenboschreserve.com) own site
[De Eetkamer](https://directindex.org/r/de-eetkamer.co.za) own site
[Cucina di Giovanni at Eikendal](https://directindex.org/scan/eikendal.com) own site | [Tokara Restaurant](https://directindex.org/scan/tokara.com) own site
[Delaire Graff Restaurant](https://directindex.org/scan/delaire.co.za) own site
Rust en Vrede no link | [Waterford Estate Restaurant](https://directindex.org/scan/waterfordestate.co.za) own site
[De Eetkamer](https://directindex.org/r/deeetkamer.co.za) own site
[Lievland Café](https://directindex.org/scan/lievland.co.za) own site |
| [Good breakfast near the centre tomorrow from 8. Can I book?](https://directindex.org/city/stellenbosch/recommended/breakfast) | [Stellenbosch Kitchen](https://directindex.org/r/stellenboschkitchen.co.za) own site
[Helena’s Restaurant](https://directindex.org/r/helenasrestaurant.co.za) own site
[Basic Bistro](https://directindex.org/r/basicbistro.co.za) own site | Ya-Ya Café no link
[Website: http://www.yayacafe.co.za/](https://directindex.org/scan/yayacafe.co.za) own site
Basic Bistro marketplace
[Meraki](https://directindex.org/r/meraki-living.co.za) no link | Oude Werf Restaurant no link
[TERRA Restaurant](https://directindex.org/r/terrarestaurant.co.za) no link
[Stellenbosch Kitchen](https://directindex.org/r/stellenboschkitchen.co.za) no link |
| [Something healthy like bowls or salads delivered to my office at lunch.](https://directindex.org/city/stellenbosch/recommended/healthy-bowl) | [The Poké Co](https://directindex.org/r/pokecoct.com) own site
[Sweetbeet](https://directindex.org/scan/sweetbeet.co.za) own site
[Rocco & Riley](https://directindex.org/r/roccoandriley.co.za) own site | [KAUAI Stellenbosch](https://directindex.org/scan/kauai.co.za) own site
[The Poke Co, Stellenbosch](https://directindex.org/scan/pokecoct.com) own site
Nü Health Food no link | [The Poke Co](https://directindex.org/r/thepokeco.com) own site
[Rocco & Riley - Techno Park](https://directindex.org/r/roccoandriley.co.za) own site
[FitChef](https://directindex.org/scan/fitchef.co.za) own site |
| [A wine bar with small plates tonight. Reserve two seats.](https://directindex.org/city/stellenbosch/recommended/wine-bar) | [Spek & Bone](https://directindex.org/r/bertusbasson.com) own site
[Bartinney Wine & Champagne Bar](https://directindex.org/scan/bartinney.co.za) own site
[The Stellenbosch Wine Bar](https://directindex.org/scan/thestellenboschwinebar.com) own site | [The Stellenbosch Wine Bar](https://directindex.org/scan/thestellenboschwinebar.com) own site
[Qbar](https://directindex.org/scan/quoinrock.co.za) own site
[Pink Valley Wines](https://directindex.org/scan/pinkvalleywines.com) own site | [Spek & Bone](https://directindex.org/r/spekenbone.com) own site
[The Wine Glass](https://directindex.org/r/thewineglass.guru) own site
[Post & Pepper](https://directindex.org/r/postandpepper.co.za) own site |
| [Somewhere good that's actually open on Monday evening, book a table.](https://directindex.org/city/stellenbosch/recommended/open-monday) | [MERTIA](https://directindex.org/r/mertia.co.za) own site
[De Warenmarkt](https://directindex.org/r/dewarenmarkt.com) own site
[Basic Bistro](https://directindex.org/r/basicbistro.co.za) own site | Basic Bistro no link | [Stellenbosch Kitchen](https://directindex.org/r/stellenboschkitchen.co.za) own site
[TERRA Restaurant](https://directindex.org/r/terrarestaurant.co.za) own site
[Java Bistro](https://directindex.org/scan/javabistro.net) 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).

#### 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 Stellenbosch","url":"https://directindex.org/city/stellenbosch/assistants","description":"Stellenbosch: 82% of 186 assistant answers link a business's own site and 38% a marketplace, Uber Eats 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/stellenbosch/assistants.json"},{"@type":"DataDownload","encodingFormat":"text/markdown","contentUrl":"https://directindex.org/city/stellenbosch/assistants?format=md"}]}
```
