---
title: Marseille vs Nice: which city's businesses can AI agents use? · The Direct Index
url: https://directindex.org/compare/marseille/nice?format=md
---

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

 [Compare](https://directindex.org/compare) · restaurants and fast food · as of 2026-10-15

# Marseille or Nice: whose businesses can AI agents use?

Marseille: 220 business websites scanned, 43% take a booking or an order on their own site, 23% turn an AI crawler away, 37% score A or B. Nice: 377 business websites scanned, 40% take a booking or an order on their own site, 16% turn an AI crawler away, 32% score A or B. Numbers as of 2026-10-15.

| | Marseille | Nice |
| --- | --- | --- |
| Business websites scanned | 220 of 281 with a site | 377 of 435 with a site |
| Take a booking or an order on their own site | **43%** of 190 reachable | 40% of 342 reachable |
| Turn an AI crawler away at the edge | 23% of 190 reachable | **16%** of 342 reachable |
| Score A or B | **37%** 81 sites | 32% 121 sites |

[Marseille](https://directindex.org/city/marseille) · [France](https://directindex.org/country/fr)
**********

A 25 · B 56 · C 45 · D 33 · F 61

[Nice](https://directindex.org/city/nice) · [France](https://directindex.org/country/fr)
**********

A 32 · B 89 · C 107 · D 78 · F 71

Shares are over the reachable sites of each index, latest scan of each; A or B over all scanned. [Methodology](https://directindex.org/methodology) · [Markdown](https://directindex.org/compare/marseille/nice?format=md) · [JSON](https://directindex.org/api/compare/marseille/nice) · [All cities ranked](https://directindex.org/rankings?kind=restaurants).

 Findings

## What the index found in each city

Menu or price list

| | Marseille | Nice |
| --- | --- | --- |
| HTML page | 61% 115 | 52% 178 |
| none | 29% 56 | 38% 129 |
| PDF | 5% 9 | 6% 20 |
| on the page | 3% 6 | 2% 7 |
| elsewhere | 2% 4 | 2% 8 |

Direct booking or ordering

| | Marseille | Nice |
| --- | --- | --- |
| none | 47% 89 | 54% 186 |
| own site | 37% 71 | 28% 95 |
| vendor on own site | 5% 10 | 12% 41 |
| third party | 5% 10 | 4% 12 |
| marketplace | 5% 10 | 2% 8 |

Site builder

| | Marseille | Nice |
| --- | --- | --- |
| Unknown | 53% 101 | 63% 216 |
| WordPress | 41% 78 | 30% 101 |
| Squarespace | 2% 3 | 3% 10 |
| Webflow | 2% 3 | 3% 10 |
| Wix | 2% 3 | 1% 4 |
| Shopify | 1% 1 | 0% 1 |
| Jimdo | 1% 1 | 0% 0 |

Booking and ordering vendors

| | Marseille | Nice |
| --- | --- | --- |
| [Zenchef](https://directindex.org/vendors/zenchef) | 8 | 39 |
| [SevenRooms](https://directindex.org/vendors/sevenrooms) | 1 | 10 |
| [Deliveroo](https://directindex.org/vendors/deliveroo) | 7 | 3 |
| [Uber Eats](https://directindex.org/vendors/ubereats) | 6 | 4 |
| [TheFork](https://directindex.org/vendors/thefork) | 3 | 5 |
| [Privateaser](https://directindex.org/vendors/privateaser) | 1 | 0 |

Menu, channel and builder shares are over the reachable sites (190 in Marseille, 342 in Nice). Vendor counts are sites whose booking or ordering runs through that vendor, direct or marketplace, from the daily vendor pass.

 Month by month

## Marseille / Nice, month by month

Each cell reads Marseille / Nice. A month is final once it ends; the current month updates hourly. Each city's dated pages: [Marseille](https://directindex.org/city/marseille), [Nice](https://directindex.org/city/nice).

| Month | Sites scanned | Book or order on their own site | Turn a crawler away | Score A or B |
| --- | --- | --- | --- | --- |
| October 2026 so far | 281 / 433 | 43% / 40% | 23% / 16% | 81 / 121 |

 More

## Keep comparing

[France: every city](https://directindex.org/country/fr) · [Rankings](https://directindex.org/rankings?kind=restaurants) · [Pick two other cities](https://directindex.org/compare) · [Marseille on a map](https://directindex.org/city/marseille/map) · [Nice on a map](https://directindex.org/city/nice/map)

#### 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)

#### 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)[Do their 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 from OpenStreetMap contributors, ODbL. Scores 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","founder":{"@type":"Person","name":"Antonio 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":"Marseille vs Nice: which city's businesses can AI agents use?","url":"https://directindex.org/compare/marseille/nice","description":"Marseille: 220 business websites scanned, 43% take a booking or an order on their own site, 23% turn an AI crawler away, 37% score A or B. Nice: 377 business websites scanned, 40% take a booking or an order on their own site, 16% turn an AI crawler away, 32% score A or B. Numbers as of 2026-10-15.","license":"https://opendatacommons.org/licenses/odbl/1-0/","creator":{"@id":"https://directindex.org/#org"},"isPartOf":{"@id":"https://directindex.org/#site"},"distribution":[{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://directindex.org/api/compare/marseille/nice"},{"@type":"DataDownload","encodingFormat":"text/markdown","contentUrl":"https://directindex.org/compare/marseille/nice?format=md"}]}
```