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

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 [New York](https://directindex.org/city/new-york) · map · as of 2026-10-15

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

4,873 restaurants and fast food in New York with a website of their own, each a dot where OpenStreetMap places it, coloured by its Agent-Direct grade: 1,741 score A or B (the highlighter), 1,160 C or D (grey), 1,972 F (ink), 1,489 of those because the site could not be reached. As of 2026-10-15.

4,873

businesses on the map

1,741

score A or B

1,160

score C or D

1,972

score F

[](https://www.openstreetmap.org/copyright)

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

 Neighbourhoods

## New York by neighbourhood

Where OpenStreetMap's address tags name the neighbourhood (addr:suburb, addr:neighbourhood or addr:city), the places in each, and how many score A or B. Neighbourhoods with fewer than three places, and places without the tag, are on the map but not in this table.

| Neighbourhood | Businesses | A or B | Share |
| --- | --- | --- | --- |
| Brooklyn | 359 | 133 | 37% |
| Staten Island | 118 | 59 | 50% |
| Montclair | 87 | 37 | 43% |
| Jersey City | 49 | 16 | 33% |
| Astoria | 47 | 17 | 36% |
| Bronx | 42 | 12 | 29% |
| Long Island City | 31 | 10 | 32% |
| Bloomfield | 28 | 7 | 25% |
| Newark | 28 | 10 | 36% |
| Hoboken | 26 | 12 | 46% |
| Flushing | 26 | 2 | 8% |
| Rutherford | 21 | 6 | 29% |
| Jackson Heights | 20 | 4 | 20% |
| Ridgewood | 19 | 6 | 32% |
| Jamaica | 18 | 3 | 17% |

#### The Direct Index

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#### Use it

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#### 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"}}]}
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```