---
title: Mannheim on a map: which businesses can AI agents use? · The Direct Index
url: https://directindex.org/city/mannheim/map?format=md
---

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 [Mannheim](https://directindex.org/city/mannheim) · map · as of 2026-10-24

# Mannheim on a map: which restaurants and fast food can AI agents use?

The map shows 315 restaurants and fast food in Mannheim with a website of their own. Each dot sits where OpenStreetMap places the business and is coloured by its Agent-Direct grade. 67 score A or B (yellow), 118 score C or D (grey) and 130 score F (ink). For 70 of the F grades, the site couldn't be reached. As of 2026-10-24.

315

businesses on the map

67

score A or B

118

score C or D

130

score F

Coordinates and listings come from OpenStreetMap contributors (ODbL). The frame is the index's bounding box. Grades come from the latest full scan of each site. [The SVG](https://directindex.org/city/mannheim/map.svg) · [Markdown](https://directindex.org/city/mannheim/map?format=md) · [the leaderboard](https://directindex.org/city/mannheim) · [places to book or order from directly](https://directindex.org/city/mannheim/direct).

Neighbourhoods

## No neighbourhood table yet

The OpenStreetMap listings in this index don't name a neighbourhood in their address tags, so there's nothing to group by. OpenStreetMap mappers can add addr:suburb, and the table shows up the day after.

#### The Direct Index

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#### 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":"Mannheim on a map: which businesses can AI agents use?","url":"https://directindex.org/city/mannheim/map","description":"The map shows 315 restaurants and fast food in Mannheim with a website of their own. Each dot sits where OpenStreetMap places the business and is coloured by its Agent-Direct grade. 67 score A or B (yellow), 118 score C or D (grey) and 130 score F (ink). For 70 of the F grades, the site couldn't be reached. As of 2026-10-24.","spatialCoverage":{"@type":"Place","name":"Mannheim","geo":{"@type":"GeoShape","box":"49.4103401 8.4141602 49.5903751 8.5899519"}},"license":"https://opendatacommons.org/licenses/odbl/1-0/","creator":{"@id":"https://directindex.org/#org"},"isPartOf":{"@id":"https://directindex.org/#site"},"distribution":[{"@type":"DataDownload","encodingFormat":"image/svg+xml","contentUrl":"https://directindex.org/city/mannheim/map.svg"}]}
```
