---
title: Open data: every index as CSV and JSON · The Direct Index
url: https://directindex.org/data
---

[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)[Why](https://directindex.org/why)[Method](https://directindex.org/methodology)[About](https://directindex.org/about)

 Open data

# The index as files: every business, every month

Every city index as CSV and JSON, one set per month, and one file with every business across every index. Free to download, use and republish under the Open Database Licence. The month so far is regenerated every day; a past month is written once and does not change.

1

month of files

298

indexes in the latest month

116,536

businesses in all.csv

Columns: `name`, `city`, `domain`, `grade`, `pct`, `reachable`, `readable`, `actionable`, `menu`, `channel`, `platform`, `builder`, `blocked`, `scanned_at`. `pct` is the Agent-Direct Score; `reachable`, `readable` and `actionable` are its component points; `menu` is the menu or price list format; `channel` is the best direct booking or ordering channel (first_party, saas, other, aggregator, none); `platform` the vendor behind it; `blocked` is 1 when the site turns an AI crawler away at the edge. Empty component fields mean the site was unreachable. [Methodology](https://directindex.org/methodology).

 Query it

## One line of DuckDB

DuckDB reads the CSV straight from the URL; so does pandas, Polars, R and a spreadsheet.

```
SELECT city, count(*) AS sites, round(100.0 * avg(channel IN ('first_party', 'saas')), 1) AS direct_pct, round(100.0 * avg(blocked), 1) AS blocked_pct
FROM read_csv('https://directindex.org/data/2026-10/all.csv')
WHERE reachable IS NOT NULL GROUP BY city ORDER BY direct_pct DESC;
```

Same data, live: [/api/city/{slug}](https://directindex.org/api/city/%7Bslug%7D) (the index as JSON), [/city/{slug}/{month}?format=json](https://directindex.org/city/%7Bslug%7D/2026-10?format=json) (a monthly snapshot), [/api/city/{slug}/changes](https://directindex.org/api/city/%7Bslug%7D/changes) (what changed), [OpenAPI](https://directindex.org/openapi.json), [MCP](https://directindex.org/mcp), [the quarterly edition](https://directindex.org/editions).

 October 2026 · so far

## October 2026: the month so far

Written 2026-10-14 23:22 UTC from the latest scan of each site; regenerated daily until the month ends. [**all.csv**](https://directindex.org/data/2026-10/all.csv), every business across every index, 11.6 MB · [index.json](https://directindex.org/data/2026-10/index.json).

| Index | Businesses | CSV | JSON |
| --- | --- | --- | --- |
| [Amsterdam](https://directindex.org/city/amsterdam) | 1,557 | [CSV](https://directindex.org/data/2026-10/amsterdam.csv) 153 KB | [JSON](https://directindex.org/data/2026-10/amsterdam.json) 511 KB |
| [Amsterdam cafes and bars](https://directindex.org/city/amsterdam-cafes-bars) | 665 | [CSV](https://directindex.org/data/2026-10/amsterdam-cafes-bars.csv) 71 KB | [JSON](https://directindex.org/data/2026-10/amsterdam-cafes-bars.json) 223 KB |
| [Amsterdam tours, attractions and museums](https://directindex.org/city/amsterdam-tours) | 127 | [CSV](https://directindex.org/data/2026-10/amsterdam-tours.csv) 14 KB | [JSON](https://directindex.org/data/2026-10/amsterdam-tours.json) 44 KB |
| [Amsterdam hairdressers and beauty salons](https://directindex.org/city/amsterdam-salons) | 288 | [CSV](https://directindex.org/data/2026-10/amsterdam-salons.csv) 31 KB | [JSON](https://directindex.org/data/2026-10/amsterdam-salons.json) 97 KB |
| [Amsterdam dentists, clinics and vets](https://directindex.org/city/amsterdam-clinics) | 272 | [CSV](https://directindex.org/data/2026-10/amsterdam-clinics.csv) 33 KB | [JSON](https://directindex.org/data/2026-10/amsterdam-clinics.json) 95 KB |
| [Antwerp](https://directindex.org/city/antwerp) | 654 | [CSV](https://directindex.org/data/2026-10/antwerp.csv) 59 KB | [JSON](https://directindex.org/data/2026-10/antwerp.json) 211 KB |
| [Antwerp cafes and bars](https://directindex.org/city/antwerp-cafes-bars) | 284 | [CSV](https://directindex.org/data/2026-10/antwerp-cafes-bars.csv) 28 KB | [JSON](https://directindex.org/data/2026-10/antwerp-cafes-bars.json) 94 KB |
| [Antwerp hairdressers and beauty salons](https://directindex.org/city/antwerp-salons) | 90 | [CSV](https://directindex.org/data/2026-10/antwerp-salons.csv) 9 KB | [JSON](https://directindex.org/data/2026-10/antwerp-salons.json) 31 KB |
| [Antwerp dentists, clinics and vets](https://directindex.org/city/antwerp-clinics) | 74 | [CSV](https://directindex.org/data/2026-10/antwerp-clinics.csv) 8 KB | [JSON](https://directindex.org/data/2026-10/antwerp-clinics.json) 26 KB |
| [Antwerp tours, attractions and museums](https://directindex.org/city/antwerp-tours) | 65 | [CSV](https://directindex.org/data/2026-10/antwerp-tours.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/antwerp-tours.json) 23 KB |
| [Athens](https://directindex.org/city/athens) | 429 | [CSV](https://directindex.org/data/2026-10/athens.csv) 41 KB | [JSON](https://directindex.org/data/2026-10/athens.json) 141 KB |
| [Athens cafes and bars](https://directindex.org/city/athens-cafes-bars) | 171 | [CSV](https://directindex.org/data/2026-10/athens-cafes-bars.csv) 17 KB | [JSON](https://directindex.org/data/2026-10/athens-cafes-bars.json) 57 KB |
| [Athens hairdressers and beauty salons](https://directindex.org/city/athens-salons) | 56 | [CSV](https://directindex.org/data/2026-10/athens-salons.csv) 6 KB | [JSON](https://directindex.org/data/2026-10/athens-salons.json) 20 KB |
| [Athens dentists, clinics and vets](https://directindex.org/city/athens-clinics) | 119 | [CSV](https://directindex.org/data/2026-10/athens-clinics.csv) 14 KB | [JSON](https://directindex.org/data/2026-10/athens-clinics.json) 42 KB |
| [Athens tours, attractions and museums](https://directindex.org/city/athens-tours) | 87 | [CSV](https://directindex.org/data/2026-10/athens-tours.csv) 11 KB | [JSON](https://directindex.org/data/2026-10/athens-tours.json) 32 KB |
| [Austin](https://directindex.org/city/austin) | 720 | [CSV](https://directindex.org/data/2026-10/austin.csv) 70 KB | [JSON](https://directindex.org/data/2026-10/austin.json) 239 KB |
| [Austin cafes and bars](https://directindex.org/city/austin-cafes-bars) | 240 | [CSV](https://directindex.org/data/2026-10/austin-cafes-bars.csv) 26 KB | [JSON](https://directindex.org/data/2026-10/austin-cafes-bars.json) 83 KB |
| [Austin hairdressers and beauty salons](https://directindex.org/city/austin-salons) | 142 | [CSV](https://directindex.org/data/2026-10/austin-salons.csv) 15 KB | [JSON](https://directindex.org/data/2026-10/austin-salons.json) 49 KB |
| [Austin dentists, clinics and vets](https://directindex.org/city/austin-clinics) | 174 | [CSV](https://directindex.org/data/2026-10/austin-clinics.csv) 20 KB | [JSON](https://directindex.org/data/2026-10/austin-clinics.json) 61 KB |
| [Austin tours, attractions and museums](https://directindex.org/city/austin-tours) | 23 | [CSV](https://directindex.org/data/2026-10/austin-tours.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/austin-tours.json) 9 KB |
| [Barcelona](https://directindex.org/city/barcelona) | 932 | [CSV](https://directindex.org/data/2026-10/barcelona.csv) 91 KB | [JSON](https://directindex.org/data/2026-10/barcelona.json) 309 KB |
| [Barcelona cafes and bars](https://directindex.org/city/barcelona-cafes-bars) | 301 | [CSV](https://directindex.org/data/2026-10/barcelona-cafes-bars.csv) 31 KB | [JSON](https://directindex.org/data/2026-10/barcelona-cafes-bars.json) 101 KB |
| [Barcelona tours, attractions and museums](https://directindex.org/city/barcelona-tours) | 99 | [CSV](https://directindex.org/data/2026-10/barcelona-tours.csv) 11 KB | [JSON](https://directindex.org/data/2026-10/barcelona-tours.json) 35 KB |
| [Barcelona hairdressers and beauty salons](https://directindex.org/city/barcelona-salons) | 89 | [CSV](https://directindex.org/data/2026-10/barcelona-salons.csv) 9 KB | [JSON](https://directindex.org/data/2026-10/barcelona-salons.json) 31 KB |
| [Barcelona dentists, clinics and vets](https://directindex.org/city/barcelona-clinics) | 179 | [CSV](https://directindex.org/data/2026-10/barcelona-clinics.csv) 20 KB | [JSON](https://directindex.org/data/2026-10/barcelona-clinics.json) 62 KB |
| [Berlin](https://directindex.org/city/berlin) | 3,018 | [CSV](https://directindex.org/data/2026-10/berlin.csv) 284 KB | [JSON](https://directindex.org/data/2026-10/berlin.json) 987 KB |
| [Berlin cafes and bars](https://directindex.org/city/berlin-cafes-bars) | 1,423 | [CSV](https://directindex.org/data/2026-10/berlin-cafes-bars.csv) 143 KB | [JSON](https://directindex.org/data/2026-10/berlin-cafes-bars.json) 472 KB |
| [Berlin tours, attractions and museums](https://directindex.org/city/berlin-tours) | 345 | [CSV](https://directindex.org/data/2026-10/berlin-tours.csv) 37 KB | [JSON](https://directindex.org/data/2026-10/berlin-tours.json) 117 KB |
| [Berlin hairdressers and beauty salons](https://directindex.org/city/berlin-salons) | 960 | [CSV](https://directindex.org/data/2026-10/berlin-salons.csv) 97 KB | [JSON](https://directindex.org/data/2026-10/berlin-salons.json) 318 KB |
| [Berlin dentists, clinics and vets](https://directindex.org/city/berlin-clinics) | 1,926 | [CSV](https://directindex.org/data/2026-10/berlin-clinics.csv) 229 KB | [JSON](https://directindex.org/data/2026-10/berlin-clinics.json) 670 KB |
| [Birmingham](https://directindex.org/city/birmingham) | 377 | [CSV](https://directindex.org/data/2026-10/birmingham.csv) 38 KB | [JSON](https://directindex.org/data/2026-10/birmingham.json) 128 KB |
| [Birmingham cafes and bars](https://directindex.org/city/birmingham-cafes-bars) | 228 | [CSV](https://directindex.org/data/2026-10/birmingham-cafes-bars.csv) 25 KB | [JSON](https://directindex.org/data/2026-10/birmingham-cafes-bars.json) 80 KB |
| [Birmingham hairdressers and beauty salons](https://directindex.org/city/birmingham-salons) | 99 | [CSV](https://directindex.org/data/2026-10/birmingham-salons.csv) 11 KB | [JSON](https://directindex.org/data/2026-10/birmingham-salons.json) 35 KB |
| [Birmingham dentists, clinics and vets](https://directindex.org/city/birmingham-clinics) | 90 | [CSV](https://directindex.org/data/2026-10/birmingham-clinics.csv) 11 KB | [JSON](https://directindex.org/data/2026-10/birmingham-clinics.json) 33 KB |
| [Birmingham tours, attractions and museums](https://directindex.org/city/birmingham-tours) | 28 | [CSV](https://directindex.org/data/2026-10/birmingham-tours.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/birmingham-tours.json) 11 KB |
| [Bordeaux](https://directindex.org/city/bordeaux) | 450 | [CSV](https://directindex.org/data/2026-10/bordeaux.csv) 44 KB | [JSON](https://directindex.org/data/2026-10/bordeaux.json) 149 KB |
| [Bordeaux cafes and bars](https://directindex.org/city/bordeaux-cafes-bars) | 115 | [CSV](https://directindex.org/data/2026-10/bordeaux-cafes-bars.csv) 13 KB | [JSON](https://directindex.org/data/2026-10/bordeaux-cafes-bars.json) 40 KB |
| [Bordeaux hairdressers and beauty salons](https://directindex.org/city/bordeaux-salons) | 95 | [CSV](https://directindex.org/data/2026-10/bordeaux-salons.csv) 10 KB | [JSON](https://directindex.org/data/2026-10/bordeaux-salons.json) 33 KB |
| [Bordeaux dentists, clinics and vets](https://directindex.org/city/bordeaux-clinics) | 21 | [CSV](https://directindex.org/data/2026-10/bordeaux-clinics.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/bordeaux-clinics.json) 9 KB |
| [Bordeaux tours, attractions and museums](https://directindex.org/city/bordeaux-tours) | 32 | [CSV](https://directindex.org/data/2026-10/bordeaux-tours.csv) 4 KB | [JSON](https://directindex.org/data/2026-10/bordeaux-tours.json) 12 KB |
| [Boston](https://directindex.org/city/boston) | 925 | [CSV](https://directindex.org/data/2026-10/boston.csv) 90 KB | [JSON](https://directindex.org/data/2026-10/boston.json) 307 KB |
| [Boston cafes and bars](https://directindex.org/city/boston-cafes-bars) | 274 | [CSV](https://directindex.org/data/2026-10/boston-cafes-bars.csv) 30 KB | [JSON](https://directindex.org/data/2026-10/boston-cafes-bars.json) 95 KB |
| [Boston hairdressers and beauty salons](https://directindex.org/city/boston-salons) | 152 | [CSV](https://directindex.org/data/2026-10/boston-salons.csv) 16 KB | [JSON](https://directindex.org/data/2026-10/boston-salons.json) 52 KB |
| [Boston dentists, clinics and vets](https://directindex.org/city/boston-clinics) | 102 | [CSV](https://directindex.org/data/2026-10/boston-clinics.csv) 12 KB | [JSON](https://directindex.org/data/2026-10/boston-clinics.json) 36 KB |
| [Boston tours, attractions and museums](https://directindex.org/city/boston-tours) | 62 | [CSV](https://directindex.org/data/2026-10/boston-tours.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/boston-tours.json) 22 KB |
| [Brussels](https://directindex.org/city/brussels) | 1,070 | [CSV](https://directindex.org/data/2026-10/brussels.csv) 101 KB | [JSON](https://directindex.org/data/2026-10/brussels.json) 349 KB |
| [Brussels cafes and bars](https://directindex.org/city/brussels-cafes-bars) | 314 | [CSV](https://directindex.org/data/2026-10/brussels-cafes-bars.csv) 32 KB | [JSON](https://directindex.org/data/2026-10/brussels-cafes-bars.json) 105 KB |
| [Brussels hairdressers and beauty salons](https://directindex.org/city/brussels-salons) | 151 | [CSV](https://directindex.org/data/2026-10/brussels-salons.csv) 15 KB | [JSON](https://directindex.org/data/2026-10/brussels-salons.json) 51 KB |
| [Brussels dentists, clinics and vets](https://directindex.org/city/brussels-clinics) | 228 | [CSV](https://directindex.org/data/2026-10/brussels-clinics.csv) 25 KB | [JSON](https://directindex.org/data/2026-10/brussels-clinics.json) 78 KB |
| [Brussels tours, attractions and museums](https://directindex.org/city/brussels-tours) | 117 | [CSV](https://directindex.org/data/2026-10/brussels-tours.csv) 14 KB | [JSON](https://directindex.org/data/2026-10/brussels-tours.json) 42 KB |
| [Budapest](https://directindex.org/city/budapest) | 1,034 | [CSV](https://directindex.org/data/2026-10/budapest.csv) 99 KB | [JSON](https://directindex.org/data/2026-10/budapest.json) 338 KB |
| [Budapest cafes and bars](https://directindex.org/city/budapest-cafes-bars) | 453 | [CSV](https://directindex.org/data/2026-10/budapest-cafes-bars.csv) 48 KB | [JSON](https://directindex.org/data/2026-10/budapest-cafes-bars.json) 152 KB |
| [Budapest dentists, clinics and vets](https://directindex.org/city/budapest-clinics) | 309 | [CSV](https://directindex.org/data/2026-10/budapest-clinics.csv) 35 KB | [JSON](https://directindex.org/data/2026-10/budapest-clinics.json) 104 KB |
| [Budapest tours, attractions and museums](https://directindex.org/city/budapest-tours) | 223 | [CSV](https://directindex.org/data/2026-10/budapest-tours.csv) 24 KB | [JSON](https://directindex.org/data/2026-10/budapest-tours.json) 75 KB |
| [Budapest hairdressers and beauty salons](https://directindex.org/city/budapest-salons) | 0 | [CSV](https://directindex.org/data/2026-10/budapest-salons.csv) 107 B | [JSON](https://directindex.org/data/2026-10/budapest-salons.json) 1 KB |
| [Buenos Aires cafes and bars](https://directindex.org/city/buenos-aires-cafes-bars) | 146 | [CSV](https://directindex.org/data/2026-10/buenos-aires-cafes-bars.csv) 15 KB | [JSON](https://directindex.org/data/2026-10/buenos-aires-cafes-bars.json) 50 KB |
| [Buenos Aires hairdressers and beauty salons](https://directindex.org/city/buenos-aires-salons) | 28 | [CSV](https://directindex.org/data/2026-10/buenos-aires-salons.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/buenos-aires-salons.json) 11 KB |
| [Buenos Aires dentists, clinics and vets](https://directindex.org/city/buenos-aires-clinics) | 68 | [CSV](https://directindex.org/data/2026-10/buenos-aires-clinics.csv) 8 KB | [JSON](https://directindex.org/data/2026-10/buenos-aires-clinics.json) 25 KB |
| [Buenos Aires tours, attractions and museums](https://directindex.org/city/buenos-aires-tours) | 83 | [CSV](https://directindex.org/data/2026-10/buenos-aires-tours.csv) 9 KB | [JSON](https://directindex.org/data/2026-10/buenos-aires-tours.json) 30 KB |
| [Buenos Aires](https://directindex.org/city/buenos-aires) | 271 | [CSV](https://directindex.org/data/2026-10/buenos-aires.csv) 25 KB | [JSON](https://directindex.org/data/2026-10/buenos-aires.json) 91 KB |
| [Chicago](https://directindex.org/city/chicago) | 1,721 | [CSV](https://directindex.org/data/2026-10/chicago.csv) 169 KB | [JSON](https://directindex.org/data/2026-10/chicago.json) 574 KB |
| [Chicago cafes and bars](https://directindex.org/city/chicago-cafes-bars) | 915 | [CSV](https://directindex.org/data/2026-10/chicago-cafes-bars.csv) 100 KB | [JSON](https://directindex.org/data/2026-10/chicago-cafes-bars.json) 312 KB |
| [Chicago hairdressers and beauty salons](https://directindex.org/city/chicago-salons) | 177 | [CSV](https://directindex.org/data/2026-10/chicago-salons.csv) 19 KB | [JSON](https://directindex.org/data/2026-10/chicago-salons.json) 61 KB |
| [Chicago dentists, clinics and vets](https://directindex.org/city/chicago-clinics) | 177 | [CSV](https://directindex.org/data/2026-10/chicago-clinics.csv) 21 KB | [JSON](https://directindex.org/data/2026-10/chicago-clinics.json) 62 KB |
| [Chicago tours, attractions and museums](https://directindex.org/city/chicago-tours) | 81 | [CSV](https://directindex.org/data/2026-10/chicago-tours.csv) 10 KB | [JSON](https://directindex.org/data/2026-10/chicago-tours.json) 29 KB |
| [Cologne](https://directindex.org/city/cologne) | 1,109 | [CSV](https://directindex.org/data/2026-10/cologne.csv) 107 KB | [JSON](https://directindex.org/data/2026-10/cologne.json) 365 KB |
| [Cologne cafes and bars](https://directindex.org/city/cologne-cafes-bars) | 431 | [CSV](https://directindex.org/data/2026-10/cologne-cafes-bars.csv) 45 KB | [JSON](https://directindex.org/data/2026-10/cologne-cafes-bars.json) 145 KB |
| [Cologne hairdressers and beauty salons](https://directindex.org/city/cologne-salons) | 287 | [CSV](https://directindex.org/data/2026-10/cologne-salons.csv) 30 KB | [JSON](https://directindex.org/data/2026-10/cologne-salons.json) 97 KB |
| [Cologne dentists, clinics and vets](https://directindex.org/city/cologne-clinics) | 517 | [CSV](https://directindex.org/data/2026-10/cologne-clinics.csv) 63 KB | [JSON](https://directindex.org/data/2026-10/cologne-clinics.json) 182 KB |
| [Cologne tours, attractions and museums](https://directindex.org/city/cologne-tours) | 118 | [CSV](https://directindex.org/data/2026-10/cologne-tours.csv) 13 KB | [JSON](https://directindex.org/data/2026-10/cologne-tours.json) 41 KB |
| [Copenhagen](https://directindex.org/city/copenhagen) | 1,253 | [CSV](https://directindex.org/data/2026-10/copenhagen.csv) 122 KB | [JSON](https://directindex.org/data/2026-10/copenhagen.json) 408 KB |
| [Copenhagen cafes and bars](https://directindex.org/city/copenhagen-cafes-bars) | 696 | [CSV](https://directindex.org/data/2026-10/copenhagen-cafes-bars.csv) 74 KB | [JSON](https://directindex.org/data/2026-10/copenhagen-cafes-bars.json) 232 KB |
| [Copenhagen hairdressers and beauty salons](https://directindex.org/city/copenhagen-salons) | 139 | [CSV](https://directindex.org/data/2026-10/copenhagen-salons.csv) 14 KB | [JSON](https://directindex.org/data/2026-10/copenhagen-salons.json) 46 KB |
| [Copenhagen dentists, clinics and vets](https://directindex.org/city/copenhagen-clinics) | 90 | [CSV](https://directindex.org/data/2026-10/copenhagen-clinics.csv) 10 KB | [JSON](https://directindex.org/data/2026-10/copenhagen-clinics.json) 32 KB |
| [Copenhagen tours, attractions and museums](https://directindex.org/city/copenhagen-tours) | 98 | [CSV](https://directindex.org/data/2026-10/copenhagen-tours.csv) 11 KB | [JSON](https://directindex.org/data/2026-10/copenhagen-tours.json) 34 KB |
| [Cork](https://directindex.org/city/cork) | 133 | [CSV](https://directindex.org/data/2026-10/cork.csv) 12 KB | [JSON](https://directindex.org/data/2026-10/cork.json) 44 KB |
| [Cork cafes and bars](https://directindex.org/city/cork-cafes-bars) | 93 | [CSV](https://directindex.org/data/2026-10/cork-cafes-bars.csv) 10 KB | [JSON](https://directindex.org/data/2026-10/cork-cafes-bars.json) 32 KB |
| [Cork hairdressers and beauty salons](https://directindex.org/city/cork-salons) | 47 | [CSV](https://directindex.org/data/2026-10/cork-salons.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/cork-salons.json) 17 KB |
| [Cork dentists, clinics and vets](https://directindex.org/city/cork-clinics) | 60 | [CSV](https://directindex.org/data/2026-10/cork-clinics.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/cork-clinics.json) 22 KB |
| [Cork tours, attractions and museums](https://directindex.org/city/cork-tours) | 18 | [CSV](https://directindex.org/data/2026-10/cork-tours.csv) 2 KB | [JSON](https://directindex.org/data/2026-10/cork-tours.json) 7 KB |
| [Dublin](https://directindex.org/city/dublin) | 488 | [CSV](https://directindex.org/data/2026-10/dublin.csv) 45 KB | [JSON](https://directindex.org/data/2026-10/dublin.json) 158 KB |
| [Dublin cafes and bars](https://directindex.org/city/dublin-cafes-bars) | 416 | [CSV](https://directindex.org/data/2026-10/dublin-cafes-bars.csv) 44 KB | [JSON](https://directindex.org/data/2026-10/dublin-cafes-bars.json) 140 KB |
| [Dublin tours, attractions and museums](https://directindex.org/city/dublin-tours) | 78 | [CSV](https://directindex.org/data/2026-10/dublin-tours.csv) 9 KB | [JSON](https://directindex.org/data/2026-10/dublin-tours.json) 27 KB |
| [Dublin hairdressers and beauty salons](https://directindex.org/city/dublin-salons) | 151 | [CSV](https://directindex.org/data/2026-10/dublin-salons.csv) 15 KB | [JSON](https://directindex.org/data/2026-10/dublin-salons.json) 51 KB |
| [Dublin dentists, clinics and vets](https://directindex.org/city/dublin-clinics) | 171 | [CSV](https://directindex.org/data/2026-10/dublin-clinics.csv) 19 KB | [JSON](https://directindex.org/data/2026-10/dublin-clinics.json) 59 KB |
| [Edinburgh](https://directindex.org/city/edinburgh) | 524 | [CSV](https://directindex.org/data/2026-10/edinburgh.csv) 52 KB | [JSON](https://directindex.org/data/2026-10/edinburgh.json) 175 KB |
| [Edinburgh cafes and bars](https://directindex.org/city/edinburgh-cafes-bars) | 424 | [CSV](https://directindex.org/data/2026-10/edinburgh-cafes-bars.csv) 47 KB | [JSON](https://directindex.org/data/2026-10/edinburgh-cafes-bars.json) 146 KB |
| [Edinburgh hairdressers and beauty salons](https://directindex.org/city/edinburgh-salons) | 187 | [CSV](https://directindex.org/data/2026-10/edinburgh-salons.csv) 20 KB | [JSON](https://directindex.org/data/2026-10/edinburgh-salons.json) 64 KB |
| [Edinburgh dentists, clinics and vets](https://directindex.org/city/edinburgh-clinics) | 176 | [CSV](https://directindex.org/data/2026-10/edinburgh-clinics.csv) 21 KB | [JSON](https://directindex.org/data/2026-10/edinburgh-clinics.json) 63 KB |
| [Edinburgh tours, attractions and museums](https://directindex.org/city/edinburgh-tours) | 65 | [CSV](https://directindex.org/data/2026-10/edinburgh-tours.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/edinburgh-tours.json) 24 KB |
| [Florence](https://directindex.org/city/florence) | 265 | [CSV](https://directindex.org/data/2026-10/florence.csv) 27 KB | [JSON](https://directindex.org/data/2026-10/florence.json) 90 KB |
| [Florence cafes and bars](https://directindex.org/city/florence-cafes-bars) | 62 | [CSV](https://directindex.org/data/2026-10/florence-cafes-bars.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/florence-cafes-bars.json) 22 KB |
| [Florence hairdressers and beauty salons](https://directindex.org/city/florence-salons) | 12 | [CSV](https://directindex.org/data/2026-10/florence-salons.csv) 1 KB | [JSON](https://directindex.org/data/2026-10/florence-salons.json) 5 KB |
| [Florence dentists, clinics and vets](https://directindex.org/city/florence-clinics) | 13 | [CSV](https://directindex.org/data/2026-10/florence-clinics.csv) 2 KB | [JSON](https://directindex.org/data/2026-10/florence-clinics.json) 6 KB |
| [Florence tours, attractions and museums](https://directindex.org/city/florence-tours) | 37 | [CSV](https://directindex.org/data/2026-10/florence-tours.csv) 4 KB | [JSON](https://directindex.org/data/2026-10/florence-tours.json) 14 KB |
| [Frankfurt](https://directindex.org/city/frankfurt) | 1,078 | [CSV](https://directindex.org/data/2026-10/frankfurt.csv) 108 KB | [JSON](https://directindex.org/data/2026-10/frankfurt.json) 359 KB |
| [Frankfurt dentists, clinics and vets](https://directindex.org/city/frankfurt-clinics) | 397 | [CSV](https://directindex.org/data/2026-10/frankfurt-clinics.csv) 48 KB | [JSON](https://directindex.org/data/2026-10/frankfurt-clinics.json) 140 KB |
| [Frankfurt tours, attractions and museums](https://directindex.org/city/frankfurt-tours) | 128 | [CSV](https://directindex.org/data/2026-10/frankfurt-tours.csv) 14 KB | [JSON](https://directindex.org/data/2026-10/frankfurt-tours.json) 44 KB |
| [Frankfurt cafes and bars](https://directindex.org/city/frankfurt-cafes-bars) | 321 | [CSV](https://directindex.org/data/2026-10/frankfurt-cafes-bars.csv) 34 KB | [JSON](https://directindex.org/data/2026-10/frankfurt-cafes-bars.json) 109 KB |
| [Frankfurt hairdressers and beauty salons](https://directindex.org/city/frankfurt-salons) | 163 | [CSV](https://directindex.org/data/2026-10/frankfurt-salons.csv) 17 KB | [JSON](https://directindex.org/data/2026-10/frankfurt-salons.json) 56 KB |
| [Geneva](https://directindex.org/city/geneva) | 300 | [CSV](https://directindex.org/data/2026-10/geneva.csv) 28 KB | [JSON](https://directindex.org/data/2026-10/geneva.json) 99 KB |
| [Geneva cafes and bars](https://directindex.org/city/geneva-cafes-bars) | 81 | [CSV](https://directindex.org/data/2026-10/geneva-cafes-bars.csv) 8 KB | [JSON](https://directindex.org/data/2026-10/geneva-cafes-bars.json) 28 KB |
| [Geneva hairdressers and beauty salons](https://directindex.org/city/geneva-salons) | 34 | [CSV](https://directindex.org/data/2026-10/geneva-salons.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/geneva-salons.json) 12 KB |
| [Geneva dentists, clinics and vets](https://directindex.org/city/geneva-clinics) | 28 | [CSV](https://directindex.org/data/2026-10/geneva-clinics.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/geneva-clinics.json) 11 KB |
| [Geneva tours, attractions and museums](https://directindex.org/city/geneva-tours) | 29 | [CSV](https://directindex.org/data/2026-10/geneva-tours.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/geneva-tours.json) 11 KB |
| [Glasgow](https://directindex.org/city/glasgow) | 285 | [CSV](https://directindex.org/data/2026-10/glasgow.csv) 28 KB | [JSON](https://directindex.org/data/2026-10/glasgow.json) 96 KB |
| [Glasgow cafes and bars](https://directindex.org/city/glasgow-cafes-bars) | 231 | [CSV](https://directindex.org/data/2026-10/glasgow-cafes-bars.csv) 25 KB | [JSON](https://directindex.org/data/2026-10/glasgow-cafes-bars.json) 80 KB |
| [Glasgow hairdressers and beauty salons](https://directindex.org/city/glasgow-salons) | 49 | [CSV](https://directindex.org/data/2026-10/glasgow-salons.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/glasgow-salons.json) 18 KB |
| [Glasgow dentists, clinics and vets](https://directindex.org/city/glasgow-clinics) | 77 | [CSV](https://directindex.org/data/2026-10/glasgow-clinics.csv) 9 KB | [JSON](https://directindex.org/data/2026-10/glasgow-clinics.json) 28 KB |
| [Glasgow tours, attractions and museums](https://directindex.org/city/glasgow-tours) | 33 | [CSV](https://directindex.org/data/2026-10/glasgow-tours.csv) 4 KB | [JSON](https://directindex.org/data/2026-10/glasgow-tours.json) 12 KB |
| [Hamburg](https://directindex.org/city/hamburg) | 2,272 | [CSV](https://directindex.org/data/2026-10/hamburg.csv) 220 KB | [JSON](https://directindex.org/data/2026-10/hamburg.json) 748 KB |
| [Hamburg cafes and bars](https://directindex.org/city/hamburg-cafes-bars) | 795 | [CSV](https://directindex.org/data/2026-10/hamburg-cafes-bars.csv) 85 KB | [JSON](https://directindex.org/data/2026-10/hamburg-cafes-bars.json) 268 KB |
| [Hamburg hairdressers and beauty salons](https://directindex.org/city/hamburg-salons) | 483 | [CSV](https://directindex.org/data/2026-10/hamburg-salons.csv) 50 KB | [JSON](https://directindex.org/data/2026-10/hamburg-salons.json) 161 KB |
| [Hamburg dentists, clinics and vets](https://directindex.org/city/hamburg-clinics) | 1,193 | [CSV](https://directindex.org/data/2026-10/hamburg-clinics.csv) 144 KB | [JSON](https://directindex.org/data/2026-10/hamburg-clinics.json) 418 KB |
| [Hamburg tours, attractions and museums](https://directindex.org/city/hamburg-tours) | 308 | [CSV](https://directindex.org/data/2026-10/hamburg-tours.csv) 34 KB | [JSON](https://directindex.org/data/2026-10/hamburg-tours.json) 105 KB |
| [Helsinki](https://directindex.org/city/helsinki) | 927 | [CSV](https://directindex.org/data/2026-10/helsinki.csv) 89 KB | [JSON](https://directindex.org/data/2026-10/helsinki.json) 301 KB |
| [Helsinki dentists, clinics and vets](https://directindex.org/city/helsinki-clinics) | 103 | [CSV](https://directindex.org/data/2026-10/helsinki-clinics.csv) 11 KB | [JSON](https://directindex.org/data/2026-10/helsinki-clinics.json) 36 KB |
| [Helsinki tours, attractions and museums](https://directindex.org/city/helsinki-tours) | 69 | [CSV](https://directindex.org/data/2026-10/helsinki-tours.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/helsinki-tours.json) 24 KB |
| [Helsinki cafes and bars](https://directindex.org/city/helsinki-cafes-bars) | 378 | [CSV](https://directindex.org/data/2026-10/helsinki-cafes-bars.csv) 39 KB | [JSON](https://directindex.org/data/2026-10/helsinki-cafes-bars.json) 125 KB |
| [Helsinki hairdressers and beauty salons](https://directindex.org/city/helsinki-salons) | 395 | [CSV](https://directindex.org/data/2026-10/helsinki-salons.csv) 40 KB | [JSON](https://directindex.org/data/2026-10/helsinki-salons.json) 130 KB |
| [Lisbon](https://directindex.org/city/lisbon) | 424 | [CSV](https://directindex.org/data/2026-10/lisbon.csv) 40 KB | [JSON](https://directindex.org/data/2026-10/lisbon.json) 141 KB |
| [Lisbon cafes and bars](https://directindex.org/city/lisbon-cafes-bars) | 153 | [CSV](https://directindex.org/data/2026-10/lisbon-cafes-bars.csv) 16 KB | [JSON](https://directindex.org/data/2026-10/lisbon-cafes-bars.json) 53 KB |
| [Lisbon hairdressers and beauty salons](https://directindex.org/city/lisbon-salons) | 45 | [CSV](https://directindex.org/data/2026-10/lisbon-salons.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/lisbon-salons.json) 16 KB |
| [Lisbon dentists, clinics and vets](https://directindex.org/city/lisbon-clinics) | 69 | [CSV](https://directindex.org/data/2026-10/lisbon-clinics.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/lisbon-clinics.json) 24 KB |
| [Lisbon tours, attractions and museums](https://directindex.org/city/lisbon-tours) | 95 | [CSV](https://directindex.org/data/2026-10/lisbon-tours.csv) 10 KB | [JSON](https://directindex.org/data/2026-10/lisbon-tours.json) 33 KB |
| [London](https://directindex.org/city/london) | 3,575 | [CSV](https://directindex.org/data/2026-10/london.csv) 339 KB | [JSON](https://directindex.org/data/2026-10/london.json) 1.1 MB |
| [London cafes and bars](https://directindex.org/city/london-cafes-bars) | 2,869 | [CSV](https://directindex.org/data/2026-10/london-cafes-bars.csv) 308 KB | [JSON](https://directindex.org/data/2026-10/london-cafes-bars.json) 973 KB |
| [London tours, attractions and museums](https://directindex.org/city/london-tours) | 370 | [CSV](https://directindex.org/data/2026-10/london-tours.csv) 39 KB | [JSON](https://directindex.org/data/2026-10/london-tours.json) 124 KB |
| [London hairdressers and beauty salons](https://directindex.org/city/london-salons) | 1,240 | [CSV](https://directindex.org/data/2026-10/london-salons.csv) 124 KB | [JSON](https://directindex.org/data/2026-10/london-salons.json) 410 KB |
| [London dentists, clinics and vets](https://directindex.org/city/london-clinics) | 1,090 | [CSV](https://directindex.org/data/2026-10/london-clinics.csv) 124 KB | [JSON](https://directindex.org/data/2026-10/london-clinics.json) 376 KB |
| [Los Angeles](https://directindex.org/city/los-angeles) | 1,672 | [CSV](https://directindex.org/data/2026-10/los-angeles.csv) 170 KB | [JSON](https://directindex.org/data/2026-10/los-angeles.json) 563 KB |
| [Los Angeles cafes and bars](https://directindex.org/city/los-angeles-cafes-bars) | 530 | [CSV](https://directindex.org/data/2026-10/los-angeles-cafes-bars.csv) 58 KB | [JSON](https://directindex.org/data/2026-10/los-angeles-cafes-bars.json) 183 KB |
| [Los Angeles hairdressers and beauty salons](https://directindex.org/city/los-angeles-salons) | 200 | [CSV](https://directindex.org/data/2026-10/los-angeles-salons.csv) 21 KB | [JSON](https://directindex.org/data/2026-10/los-angeles-salons.json) 68 KB |
| [Los Angeles dentists, clinics and vets](https://directindex.org/city/los-angeles-clinics) | 251 | [CSV](https://directindex.org/data/2026-10/los-angeles-clinics.csv) 30 KB | [JSON](https://directindex.org/data/2026-10/los-angeles-clinics.json) 88 KB |
| [Los Angeles tours, attractions and museums](https://directindex.org/city/los-angeles-tours) | 109 | [CSV](https://directindex.org/data/2026-10/los-angeles-tours.csv) 12 KB | [JSON](https://directindex.org/data/2026-10/los-angeles-tours.json) 39 KB |
| [Luxembourg](https://directindex.org/city/luxembourg) | 0 | [CSV](https://directindex.org/data/2026-10/luxembourg.csv) 107 B | [JSON](https://directindex.org/data/2026-10/luxembourg.json) 990 B |
| [Luxembourg cafes and bars](https://directindex.org/city/luxembourg-cafes-bars) | 0 | [CSV](https://directindex.org/data/2026-10/luxembourg-cafes-bars.csv) 107 B | [JSON](https://directindex.org/data/2026-10/luxembourg-cafes-bars.json) 1021 B |
| [Luxembourg hairdressers and beauty salons](https://directindex.org/city/luxembourg-salons) | 0 | [CSV](https://directindex.org/data/2026-10/luxembourg-salons.csv) 107 B | [JSON](https://directindex.org/data/2026-10/luxembourg-salons.json) 1 KB |
| [Luxembourg dentists, clinics and vets](https://directindex.org/city/luxembourg-clinics) | 0 | [CSV](https://directindex.org/data/2026-10/luxembourg-clinics.csv) 107 B | [JSON](https://directindex.org/data/2026-10/luxembourg-clinics.json) 1 KB |
| [Luxembourg tours, attractions and museums](https://directindex.org/city/luxembourg-tours) | 0 | [CSV](https://directindex.org/data/2026-10/luxembourg-tours.csv) 107 B | [JSON](https://directindex.org/data/2026-10/luxembourg-tours.json) 1 KB |
| [Lyon](https://directindex.org/city/lyon) | 990 | [CSV](https://directindex.org/data/2026-10/lyon.csv) 92 KB | [JSON](https://directindex.org/data/2026-10/lyon.json) 323 KB |
| [Lyon hairdressers and beauty salons](https://directindex.org/city/lyon-salons) | 195 | [CSV](https://directindex.org/data/2026-10/lyon-salons.csv) 19 KB | [JSON](https://directindex.org/data/2026-10/lyon-salons.json) 65 KB |
| [Lyon dentists, clinics and vets](https://directindex.org/city/lyon-clinics) | 86 | [CSV](https://directindex.org/data/2026-10/lyon-clinics.csv) 10 KB | [JSON](https://directindex.org/data/2026-10/lyon-clinics.json) 30 KB |
| [Lyon tours, attractions and museums](https://directindex.org/city/lyon-tours) | 69 | [CSV](https://directindex.org/data/2026-10/lyon-tours.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/lyon-tours.json) 24 KB |
| [Lyon cafes and bars](https://directindex.org/city/lyon-cafes-bars) | 250 | [CSV](https://directindex.org/data/2026-10/lyon-cafes-bars.csv) 25 KB | [JSON](https://directindex.org/data/2026-10/lyon-cafes-bars.json) 84 KB |
| [Madrid](https://directindex.org/city/madrid) | 1,607 | [CSV](https://directindex.org/data/2026-10/madrid.csv) 153 KB | [JSON](https://directindex.org/data/2026-10/madrid.json) 527 KB |
| [Madrid cafes and bars](https://directindex.org/city/madrid-cafes-bars) | 413 | [CSV](https://directindex.org/data/2026-10/madrid-cafes-bars.csv) 42 KB | [JSON](https://directindex.org/data/2026-10/madrid-cafes-bars.json) 139 KB |
| [Madrid tours, attractions and museums](https://directindex.org/city/madrid-tours) | 88 | [CSV](https://directindex.org/data/2026-10/madrid-tours.csv) 9 KB | [JSON](https://directindex.org/data/2026-10/madrid-tours.json) 31 KB |
| [Madrid hairdressers and beauty salons](https://directindex.org/city/madrid-salons) | 150 | [CSV](https://directindex.org/data/2026-10/madrid-salons.csv) 16 KB | [JSON](https://directindex.org/data/2026-10/madrid-salons.json) 51 KB |
| [Madrid dentists, clinics and vets](https://directindex.org/city/madrid-clinics) | 368 | [CSV](https://directindex.org/data/2026-10/madrid-clinics.csv) 41 KB | [JSON](https://directindex.org/data/2026-10/madrid-clinics.json) 126 KB |
| [Manchester](https://directindex.org/city/manchester) | 309 | [CSV](https://directindex.org/data/2026-10/manchester.csv) 30 KB | [JSON](https://directindex.org/data/2026-10/manchester.json) 104 KB |
| [Manchester cafes and bars](https://directindex.org/city/manchester-cafes-bars) | 235 | [CSV](https://directindex.org/data/2026-10/manchester-cafes-bars.csv) 26 KB | [JSON](https://directindex.org/data/2026-10/manchester-cafes-bars.json) 81 KB |
| [Manchester hairdressers and beauty salons](https://directindex.org/city/manchester-salons) | 46 | [CSV](https://directindex.org/data/2026-10/manchester-salons.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/manchester-salons.json) 17 KB |
| [Manchester dentists, clinics and vets](https://directindex.org/city/manchester-clinics) | 75 | [CSV](https://directindex.org/data/2026-10/manchester-clinics.csv) 9 KB | [JSON](https://directindex.org/data/2026-10/manchester-clinics.json) 28 KB |
| [Manchester tours, attractions and museums](https://directindex.org/city/manchester-tours) | 34 | [CSV](https://directindex.org/data/2026-10/manchester-tours.csv) 4 KB | [JSON](https://directindex.org/data/2026-10/manchester-tours.json) 13 KB |
| [Marseille](https://directindex.org/city/marseille) | 281 | [CSV](https://directindex.org/data/2026-10/marseille.csv) 27 KB | [JSON](https://directindex.org/data/2026-10/marseille.json) 94 KB |
| [Marseille cafes and bars](https://directindex.org/city/marseille-cafes-bars) | 57 | [CSV](https://directindex.org/data/2026-10/marseille-cafes-bars.csv) 6 KB | [JSON](https://directindex.org/data/2026-10/marseille-cafes-bars.json) 21 KB |
| [Marseille hairdressers and beauty salons](https://directindex.org/city/marseille-salons) | 29 | [CSV](https://directindex.org/data/2026-10/marseille-salons.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/marseille-salons.json) 11 KB |
| [Marseille dentists, clinics and vets](https://directindex.org/city/marseille-clinics) | 46 | [CSV](https://directindex.org/data/2026-10/marseille-clinics.csv) 6 KB | [JSON](https://directindex.org/data/2026-10/marseille-clinics.json) 18 KB |
| [Marseille tours, attractions and museums](https://directindex.org/city/marseille-tours) | 23 | [CSV](https://directindex.org/data/2026-10/marseille-tours.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/marseille-tours.json) 9 KB |
| [Mexico City cafes and bars](https://directindex.org/city/mexico-city-cafes-bars) | 101 | [CSV](https://directindex.org/data/2026-10/mexico-city-cafes-bars.csv) 11 KB | [JSON](https://directindex.org/data/2026-10/mexico-city-cafes-bars.json) 35 KB |
| [Mexico City hairdressers and beauty salons](https://directindex.org/city/mexico-city-salons) | 12 | [CSV](https://directindex.org/data/2026-10/mexico-city-salons.csv) 1 KB | [JSON](https://directindex.org/data/2026-10/mexico-city-salons.json) 5 KB |
| [Mexico City dentists, clinics and vets](https://directindex.org/city/mexico-city-clinics) | 42 | [CSV](https://directindex.org/data/2026-10/mexico-city-clinics.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/mexico-city-clinics.json) 16 KB |
| [Mexico City tours, attractions and museums](https://directindex.org/city/mexico-city-tours) | 42 | [CSV](https://directindex.org/data/2026-10/mexico-city-tours.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/mexico-city-tours.json) 16 KB |
| [Mexico City](https://directindex.org/city/mexico-city) | 292 | [CSV](https://directindex.org/data/2026-10/mexico-city.csv) 28 KB | [JSON](https://directindex.org/data/2026-10/mexico-city.json) 98 KB |
| [Miami](https://directindex.org/city/miami) | 254 | [CSV](https://directindex.org/data/2026-10/miami.csv) 25 KB | [JSON](https://directindex.org/data/2026-10/miami.json) 85 KB |
| [Miami cafes and bars](https://directindex.org/city/miami-cafes-bars) | 63 | [CSV](https://directindex.org/data/2026-10/miami-cafes-bars.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/miami-cafes-bars.json) 23 KB |
| [Miami hairdressers and beauty salons](https://directindex.org/city/miami-salons) | 24 | [CSV](https://directindex.org/data/2026-10/miami-salons.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/miami-salons.json) 9 KB |
| [Miami dentists, clinics and vets](https://directindex.org/city/miami-clinics) | 28 | [CSV](https://directindex.org/data/2026-10/miami-clinics.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/miami-clinics.json) 11 KB |
| [Miami tours, attractions and museums](https://directindex.org/city/miami-tours) | 21 | [CSV](https://directindex.org/data/2026-10/miami-tours.csv) 2 KB | [JSON](https://directindex.org/data/2026-10/miami-tours.json) 8 KB |
| [Milan](https://directindex.org/city/milan) | 1,308 | [CSV](https://directindex.org/data/2026-10/milan.csv) 125 KB | [JSON](https://directindex.org/data/2026-10/milan.json) 430 KB |
| [Milan cafes and bars](https://directindex.org/city/milan-cafes-bars) | 326 | [CSV](https://directindex.org/data/2026-10/milan-cafes-bars.csv) 33 KB | [JSON](https://directindex.org/data/2026-10/milan-cafes-bars.json) 109 KB |
| [Milan tours, attractions and museums](https://directindex.org/city/milan-tours) | 118 | [CSV](https://directindex.org/data/2026-10/milan-tours.csv) 13 KB | [JSON](https://directindex.org/data/2026-10/milan-tours.json) 41 KB |
| [Milan hairdressers and beauty salons](https://directindex.org/city/milan-salons) | 151 | [CSV](https://directindex.org/data/2026-10/milan-salons.csv) 15 KB | [JSON](https://directindex.org/data/2026-10/milan-salons.json) 51 KB |
| [Milan dentists, clinics and vets](https://directindex.org/city/milan-clinics) | 118 | [CSV](https://directindex.org/data/2026-10/milan-clinics.csv) 13 KB | [JSON](https://directindex.org/data/2026-10/milan-clinics.json) 42 KB |
| [Montreal](https://directindex.org/city/montreal) | 925 | [CSV](https://directindex.org/data/2026-10/montreal.csv) 88 KB | [JSON](https://directindex.org/data/2026-10/montreal.json) 304 KB |
| [Montreal cafes and bars](https://directindex.org/city/montreal-cafes-bars) | 315 | [CSV](https://directindex.org/data/2026-10/montreal-cafes-bars.csv) 33 KB | [JSON](https://directindex.org/data/2026-10/montreal-cafes-bars.json) 107 KB |
| [Montreal hairdressers and beauty salons](https://directindex.org/city/montreal-salons) | 135 | [CSV](https://directindex.org/data/2026-10/montreal-salons.csv) 14 KB | [JSON](https://directindex.org/data/2026-10/montreal-salons.json) 46 KB |
| [Montreal dentists, clinics and vets](https://directindex.org/city/montreal-clinics) | 164 | [CSV](https://directindex.org/data/2026-10/montreal-clinics.csv) 19 KB | [JSON](https://directindex.org/data/2026-10/montreal-clinics.json) 58 KB |
| [Montreal tours, attractions and museums](https://directindex.org/city/montreal-tours) | 62 | [CSV](https://directindex.org/data/2026-10/montreal-tours.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/montreal-tours.json) 22 KB |
| [Munich](https://directindex.org/city/munich) | 1,863 | [CSV](https://directindex.org/data/2026-10/munich.csv) 181 KB | [JSON](https://directindex.org/data/2026-10/munich.json) 613 KB |
| [Munich cafes and bars](https://directindex.org/city/munich-cafes-bars) | 537 | [CSV](https://directindex.org/data/2026-10/munich-cafes-bars.csv) 56 KB | [JSON](https://directindex.org/data/2026-10/munich-cafes-bars.json) 179 KB |
| [Munich hairdressers and beauty salons](https://directindex.org/city/munich-salons) | 530 | [CSV](https://directindex.org/data/2026-10/munich-salons.csv) 53 KB | [JSON](https://directindex.org/data/2026-10/munich-salons.json) 175 KB |
| [Munich dentists, clinics and vets](https://directindex.org/city/munich-clinics) | 1,003 | [CSV](https://directindex.org/data/2026-10/munich-clinics.csv) 118 KB | [JSON](https://directindex.org/data/2026-10/munich-clinics.json) 347 KB |
| [Munich tours, attractions and museums](https://directindex.org/city/munich-tours) | 137 | [CSV](https://directindex.org/data/2026-10/munich-tours.csv) 15 KB | [JSON](https://directindex.org/data/2026-10/munich-tours.json) 47 KB |
| [Naples](https://directindex.org/city/naples) | 157 | [CSV](https://directindex.org/data/2026-10/naples.csv) 15 KB | [JSON](https://directindex.org/data/2026-10/naples.json) 53 KB |
| [Naples cafes and bars](https://directindex.org/city/naples-cafes-bars) | 39 | [CSV](https://directindex.org/data/2026-10/naples-cafes-bars.csv) 4 KB | [JSON](https://directindex.org/data/2026-10/naples-cafes-bars.json) 15 KB |
| [Naples hairdressers and beauty salons](https://directindex.org/city/naples-salons) | 3 | [CSV](https://directindex.org/data/2026-10/naples-salons.csv) 411 B | [JSON](https://directindex.org/data/2026-10/naples-salons.json) 2 KB |
| [Naples dentists, clinics and vets](https://directindex.org/city/naples-clinics) | 17 | [CSV](https://directindex.org/data/2026-10/naples-clinics.csv) 2 KB | [JSON](https://directindex.org/data/2026-10/naples-clinics.json) 7 KB |
| [Naples tours, attractions and museums](https://directindex.org/city/naples-tours) | 48 | [CSV](https://directindex.org/data/2026-10/naples-tours.csv) 6 KB | [JSON](https://directindex.org/data/2026-10/naples-tours.json) 18 KB |
| [New York](https://directindex.org/city/new-york) | 4,817 | [CSV](https://directindex.org/data/2026-10/new-york.csv) 468 KB | [JSON](https://directindex.org/data/2026-10/new-york.json) 1.6 MB |
| [New York cafes and bars](https://directindex.org/city/new-york-cafes-bars) | 1,808 | [CSV](https://directindex.org/data/2026-10/new-york-cafes-bars.csv) 194 KB | [JSON](https://directindex.org/data/2026-10/new-york-cafes-bars.json) 616 KB |
| [New York tours, attractions and museums](https://directindex.org/city/new-york-tours) | 211 | [CSV](https://directindex.org/data/2026-10/new-york-tours.csv) 23 KB | [JSON](https://directindex.org/data/2026-10/new-york-tours.json) 72 KB |
| [New York hairdressers and beauty salons](https://directindex.org/city/new-york-salons) | 681 | [CSV](https://directindex.org/data/2026-10/new-york-salons.csv) 70 KB | [JSON](https://directindex.org/data/2026-10/new-york-salons.json) 227 KB |
| [New York dentists, clinics and vets](https://directindex.org/city/new-york-clinics) | 729 | [CSV](https://directindex.org/data/2026-10/new-york-clinics.csv) 84 KB | [JSON](https://directindex.org/data/2026-10/new-york-clinics.json) 251 KB |
| [Nice](https://directindex.org/city/nice) | 447 | [CSV](https://directindex.org/data/2026-10/nice.csv) 41 KB | [JSON](https://directindex.org/data/2026-10/nice.json) 145 KB |
| [Nice cafes and bars](https://directindex.org/city/nice-cafes-bars) | 89 | [CSV](https://directindex.org/data/2026-10/nice-cafes-bars.csv) 9 KB | [JSON](https://directindex.org/data/2026-10/nice-cafes-bars.json) 31 KB |
| [Nice hairdressers and beauty salons](https://directindex.org/city/nice-salons) | 49 | [CSV](https://directindex.org/data/2026-10/nice-salons.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/nice-salons.json) 17 KB |
| [Nice dentists, clinics and vets](https://directindex.org/city/nice-clinics) | 20 | [CSV](https://directindex.org/data/2026-10/nice-clinics.csv) 2 KB | [JSON](https://directindex.org/data/2026-10/nice-clinics.json) 8 KB |
| [Nice tours, attractions and museums](https://directindex.org/city/nice-tours) | 18 | [CSV](https://directindex.org/data/2026-10/nice-tours.csv) 2 KB | [JSON](https://directindex.org/data/2026-10/nice-tours.json) 7 KB |
| [Oslo](https://directindex.org/city/oslo) | 494 | [CSV](https://directindex.org/data/2026-10/oslo.csv) 45 KB | [JSON](https://directindex.org/data/2026-10/oslo.json) 158 KB |
| [Oslo hairdressers and beauty salons](https://directindex.org/city/oslo-salons) | 75 | [CSV](https://directindex.org/data/2026-10/oslo-salons.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/oslo-salons.json) 25 KB |
| [Oslo dentists, clinics and vets](https://directindex.org/city/oslo-clinics) | 71 | [CSV](https://directindex.org/data/2026-10/oslo-clinics.csv) 8 KB | [JSON](https://directindex.org/data/2026-10/oslo-clinics.json) 25 KB |
| [Oslo cafes and bars](https://directindex.org/city/oslo-cafes-bars) | 250 | [CSV](https://directindex.org/data/2026-10/oslo-cafes-bars.csv) 25 KB | [JSON](https://directindex.org/data/2026-10/oslo-cafes-bars.json) 83 KB |
| [Oslo tours, attractions and museums](https://directindex.org/city/oslo-tours) | 54 | [CSV](https://directindex.org/data/2026-10/oslo-tours.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/oslo-tours.json) 19 KB |
| [Paris](https://directindex.org/city/paris) | 3,374 | [CSV](https://directindex.org/data/2026-10/paris.csv) 311 KB | [JSON](https://directindex.org/data/2026-10/paris.json) 1.1 MB |
| [Paris cafes and bars](https://directindex.org/city/paris-cafes-bars) | 936 | [CSV](https://directindex.org/data/2026-10/paris-cafes-bars.csv) 98 KB | [JSON](https://directindex.org/data/2026-10/paris-cafes-bars.json) 313 KB |
| [Paris tours, attractions and museums](https://directindex.org/city/paris-tours) | 239 | [CSV](https://directindex.org/data/2026-10/paris-tours.csv) 25 KB | [JSON](https://directindex.org/data/2026-10/paris-tours.json) 80 KB |
| [Paris hairdressers and beauty salons](https://directindex.org/city/paris-salons) | 462 | [CSV](https://directindex.org/data/2026-10/paris-salons.csv) 45 KB | [JSON](https://directindex.org/data/2026-10/paris-salons.json) 152 KB |
| [Paris dentists, clinics and vets](https://directindex.org/city/paris-clinics) | 223 | [CSV](https://directindex.org/data/2026-10/paris-clinics.csv) 25 KB | [JSON](https://directindex.org/data/2026-10/paris-clinics.json) 77 KB |
| [Porto](https://directindex.org/city/porto) | 198 | [CSV](https://directindex.org/data/2026-10/porto.csv) 19 KB | [JSON](https://directindex.org/data/2026-10/porto.json) 66 KB |
| [Porto cafes and bars](https://directindex.org/city/porto-cafes-bars) | 71 | [CSV](https://directindex.org/data/2026-10/porto-cafes-bars.csv) 8 KB | [JSON](https://directindex.org/data/2026-10/porto-cafes-bars.json) 25 KB |
| [Porto tours, attractions and museums](https://directindex.org/city/porto-tours) | 60 | [CSV](https://directindex.org/data/2026-10/porto-tours.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/porto-tours.json) 22 KB |
| [Porto hairdressers and beauty salons](https://directindex.org/city/porto-salons) | 10 | [CSV](https://directindex.org/data/2026-10/porto-salons.csv) 1 KB | [JSON](https://directindex.org/data/2026-10/porto-salons.json) 5 KB |
| [Porto dentists, clinics and vets](https://directindex.org/city/porto-clinics) | 31 | [CSV](https://directindex.org/data/2026-10/porto-clinics.csv) 4 KB | [JSON](https://directindex.org/data/2026-10/porto-clinics.json) 12 KB |
| [Prague](https://directindex.org/city/prague) | 1,410 | [CSV](https://directindex.org/data/2026-10/prague.csv) 127 KB | [JSON](https://directindex.org/data/2026-10/prague.json) 451 KB |
| [Prague cafes and bars](https://directindex.org/city/prague-cafes-bars) | 675 | [CSV](https://directindex.org/data/2026-10/prague-cafes-bars.csv) 67 KB | [JSON](https://directindex.org/data/2026-10/prague-cafes-bars.json) 222 KB |
| [Prague hairdressers and beauty salons](https://directindex.org/city/prague-salons) | 214 | [CSV](https://directindex.org/data/2026-10/prague-salons.csv) 21 KB | [JSON](https://directindex.org/data/2026-10/prague-salons.json) 70 KB |
| [Prague dentists, clinics and vets](https://directindex.org/city/prague-clinics) | 204 | [CSV](https://directindex.org/data/2026-10/prague-clinics.csv) 21 KB | [JSON](https://directindex.org/data/2026-10/prague-clinics.json) 68 KB |
| [Prague tours, attractions and museums](https://directindex.org/city/prague-tours) | 126 | [CSV](https://directindex.org/data/2026-10/prague-tours.csv) 13 KB | [JSON](https://directindex.org/data/2026-10/prague-tours.json) 42 KB |
| [Rome](https://directindex.org/city/rome) | 1,165 | [CSV](https://directindex.org/data/2026-10/rome.csv) 108 KB | [JSON](https://directindex.org/data/2026-10/rome.json) 383 KB |
| [Rome cafes and bars](https://directindex.org/city/rome-cafes-bars) | 277 | [CSV](https://directindex.org/data/2026-10/rome-cafes-bars.csv) 28 KB | [JSON](https://directindex.org/data/2026-10/rome-cafes-bars.json) 93 KB |
| [Rome tours, attractions and museums](https://directindex.org/city/rome-tours) | 168 | [CSV](https://directindex.org/data/2026-10/rome-tours.csv) 19 KB | [JSON](https://directindex.org/data/2026-10/rome-tours.json) 58 KB |
| [Rome hairdressers and beauty salons](https://directindex.org/city/rome-salons) | 60 | [CSV](https://directindex.org/data/2026-10/rome-salons.csv) 6 KB | [JSON](https://directindex.org/data/2026-10/rome-salons.json) 21 KB |
| [Rome dentists, clinics and vets](https://directindex.org/city/rome-clinics) | 99 | [CSV](https://directindex.org/data/2026-10/rome-clinics.csv) 11 KB | [JSON](https://directindex.org/data/2026-10/rome-clinics.json) 35 KB |
| [Rotterdam](https://directindex.org/city/rotterdam) | 608 | [CSV](https://directindex.org/data/2026-10/rotterdam.csv) 60 KB | [JSON](https://directindex.org/data/2026-10/rotterdam.json) 200 KB |
| [Rotterdam cafes and bars](https://directindex.org/city/rotterdam-cafes-bars) | 191 | [CSV](https://directindex.org/data/2026-10/rotterdam-cafes-bars.csv) 20 KB | [JSON](https://directindex.org/data/2026-10/rotterdam-cafes-bars.json) 65 KB |
| [Rotterdam hairdressers and beauty salons](https://directindex.org/city/rotterdam-salons) | 140 | [CSV](https://directindex.org/data/2026-10/rotterdam-salons.csv) 15 KB | [JSON](https://directindex.org/data/2026-10/rotterdam-salons.json) 48 KB |
| [Rotterdam dentists, clinics and vets](https://directindex.org/city/rotterdam-clinics) | 125 | [CSV](https://directindex.org/data/2026-10/rotterdam-clinics.csv) 14 KB | [JSON](https://directindex.org/data/2026-10/rotterdam-clinics.json) 44 KB |
| [Rotterdam tours, attractions and museums](https://directindex.org/city/rotterdam-tours) | 53 | [CSV](https://directindex.org/data/2026-10/rotterdam-tours.csv) 6 KB | [JSON](https://directindex.org/data/2026-10/rotterdam-tours.json) 19 KB |
| [San Francisco cafes and bars](https://directindex.org/city/san-francisco-cafes-bars) | 516 | [CSV](https://directindex.org/data/2026-10/san-francisco-cafes-bars.csv) 59 KB | [JSON](https://directindex.org/data/2026-10/san-francisco-cafes-bars.json) 179 KB |
| [San Francisco hairdressers and beauty salons](https://directindex.org/city/san-francisco-salons) | 164 | [CSV](https://directindex.org/data/2026-10/san-francisco-salons.csv) 18 KB | [JSON](https://directindex.org/data/2026-10/san-francisco-salons.json) 56 KB |
| [San Francisco dentists, clinics and vets](https://directindex.org/city/san-francisco-clinics) | 119 | [CSV](https://directindex.org/data/2026-10/san-francisco-clinics.csv) 14 KB | [JSON](https://directindex.org/data/2026-10/san-francisco-clinics.json) 42 KB |
| [San Francisco tours, attractions and museums](https://directindex.org/city/san-francisco-tours) | 87 | [CSV](https://directindex.org/data/2026-10/san-francisco-tours.csv) 10 KB | [JSON](https://directindex.org/data/2026-10/san-francisco-tours.json) 31 KB |
| [San Francisco](https://directindex.org/city/san-francisco) | 1,261 | [CSV](https://directindex.org/data/2026-10/san-francisco.csv) 128 KB | [JSON](https://directindex.org/data/2026-10/san-francisco.json) 424 KB |
| [Seattle](https://directindex.org/city/seattle) | 1,038 | [CSV](https://directindex.org/data/2026-10/seattle.csv) 103 KB | [JSON](https://directindex.org/data/2026-10/seattle.json) 346 KB |
| [Seattle cafes and bars](https://directindex.org/city/seattle-cafes-bars) | 676 | [CSV](https://directindex.org/data/2026-10/seattle-cafes-bars.csv) 75 KB | [JSON](https://directindex.org/data/2026-10/seattle-cafes-bars.json) 232 KB |
| [Seattle hairdressers and beauty salons](https://directindex.org/city/seattle-salons) | 326 | [CSV](https://directindex.org/data/2026-10/seattle-salons.csv) 34 KB | [JSON](https://directindex.org/data/2026-10/seattle-salons.json) 110 KB |
| [Seattle dentists, clinics and vets](https://directindex.org/city/seattle-clinics) | 280 | [CSV](https://directindex.org/data/2026-10/seattle-clinics.csv) 32 KB | [JSON](https://directindex.org/data/2026-10/seattle-clinics.json) 97 KB |
| [Seattle tours, attractions and museums](https://directindex.org/city/seattle-tours) | 46 | [CSV](https://directindex.org/data/2026-10/seattle-tours.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/seattle-tours.json) 17 KB |
| [Seville](https://directindex.org/city/seville) | 177 | [CSV](https://directindex.org/data/2026-10/seville.csv) 17 KB | [JSON](https://directindex.org/data/2026-10/seville.json) 60 KB |
| [Seville cafes and bars](https://directindex.org/city/seville-cafes-bars) | 61 | [CSV](https://directindex.org/data/2026-10/seville-cafes-bars.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/seville-cafes-bars.json) 22 KB |
| [Seville hairdressers and beauty salons](https://directindex.org/city/seville-salons) | 25 | [CSV](https://directindex.org/data/2026-10/seville-salons.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/seville-salons.json) 10 KB |
| [Seville dentists, clinics and vets](https://directindex.org/city/seville-clinics) | 54 | [CSV](https://directindex.org/data/2026-10/seville-clinics.csv) 6 KB | [JSON](https://directindex.org/data/2026-10/seville-clinics.json) 20 KB |
| [Seville tours, attractions and museums](https://directindex.org/city/seville-tours) | 31 | [CSV](https://directindex.org/data/2026-10/seville-tours.csv) 3 KB | [JSON](https://directindex.org/data/2026-10/seville-tours.json) 12 KB |
| [Singapore cafes and bars](https://directindex.org/city/singapore-cafes-bars) | 297 | [CSV](https://directindex.org/data/2026-10/singapore-cafes-bars.csv) 31 KB | [JSON](https://directindex.org/data/2026-10/singapore-cafes-bars.json) 102 KB |
| [Singapore hairdressers and beauty salons](https://directindex.org/city/singapore-salons) | 64 | [CSV](https://directindex.org/data/2026-10/singapore-salons.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/singapore-salons.json) 23 KB |
| [Singapore dentists, clinics and vets](https://directindex.org/city/singapore-clinics) | 61 | [CSV](https://directindex.org/data/2026-10/singapore-clinics.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/singapore-clinics.json) 22 KB |
| [Singapore tours, attractions and museums](https://directindex.org/city/singapore-tours) | 41 | [CSV](https://directindex.org/data/2026-10/singapore-tours.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/singapore-tours.json) 15 KB |
| [Singapore](https://directindex.org/city/singapore) | 710 | [CSV](https://directindex.org/data/2026-10/singapore.csv) 69 KB | [JSON](https://directindex.org/data/2026-10/singapore.json) 235 KB |
| [Stockholm](https://directindex.org/city/stockholm) | 1,487 | [CSV](https://directindex.org/data/2026-10/stockholm.csv) 141 KB | [JSON](https://directindex.org/data/2026-10/stockholm.json) 479 KB |
| [Stockholm cafes and bars](https://directindex.org/city/stockholm-cafes-bars) | 476 | [CSV](https://directindex.org/data/2026-10/stockholm-cafes-bars.csv) 50 KB | [JSON](https://directindex.org/data/2026-10/stockholm-cafes-bars.json) 158 KB |
| [Stockholm hairdressers and beauty salons](https://directindex.org/city/stockholm-salons) | 307 | [CSV](https://directindex.org/data/2026-10/stockholm-salons.csv) 30 KB | [JSON](https://directindex.org/data/2026-10/stockholm-salons.json) 100 KB |
| [Stockholm dentists, clinics and vets](https://directindex.org/city/stockholm-clinics) | 118 | [CSV](https://directindex.org/data/2026-10/stockholm-clinics.csv) 13 KB | [JSON](https://directindex.org/data/2026-10/stockholm-clinics.json) 41 KB |
| [Stockholm tours, attractions and museums](https://directindex.org/city/stockholm-tours) | 79 | [CSV](https://directindex.org/data/2026-10/stockholm-tours.csv) 8 KB | [JSON](https://directindex.org/data/2026-10/stockholm-tours.json) 27 KB |
| [São Paulo cafes and bars](https://directindex.org/city/sao-paulo-cafes-bars) | 119 | [CSV](https://directindex.org/data/2026-10/sao-paulo-cafes-bars.csv) 13 KB | [JSON](https://directindex.org/data/2026-10/sao-paulo-cafes-bars.json) 42 KB |
| [São Paulo hairdressers and beauty salons](https://directindex.org/city/sao-paulo-salons) | 34 | [CSV](https://directindex.org/data/2026-10/sao-paulo-salons.csv) 4 KB | [JSON](https://directindex.org/data/2026-10/sao-paulo-salons.json) 13 KB |
| [São Paulo dentists, clinics and vets](https://directindex.org/city/sao-paulo-clinics) | 122 | [CSV](https://directindex.org/data/2026-10/sao-paulo-clinics.csv) 14 KB | [JSON](https://directindex.org/data/2026-10/sao-paulo-clinics.json) 43 KB |
| [São Paulo tours, attractions and museums](https://directindex.org/city/sao-paulo-tours) | 74 | [CSV](https://directindex.org/data/2026-10/sao-paulo-tours.csv) 8 KB | [JSON](https://directindex.org/data/2026-10/sao-paulo-tours.json) 27 KB |
| [Toronto](https://directindex.org/city/toronto) | 1,531 | [CSV](https://directindex.org/data/2026-10/toronto.csv) 148 KB | [JSON](https://directindex.org/data/2026-10/toronto.json) 503 KB |
| [Toronto cafes and bars](https://directindex.org/city/toronto-cafes-bars) | 456 | [CSV](https://directindex.org/data/2026-10/toronto-cafes-bars.csv) 49 KB | [JSON](https://directindex.org/data/2026-10/toronto-cafes-bars.json) 155 KB |
| [Toronto hairdressers and beauty salons](https://directindex.org/city/toronto-salons) | 406 | [CSV](https://directindex.org/data/2026-10/toronto-salons.csv) 43 KB | [JSON](https://directindex.org/data/2026-10/toronto-salons.json) 136 KB |
| [Toronto dentists, clinics and vets](https://directindex.org/city/toronto-clinics) | 581 | [CSV](https://directindex.org/data/2026-10/toronto-clinics.csv) 66 KB | [JSON](https://directindex.org/data/2026-10/toronto-clinics.json) 199 KB |
| [Toronto tours, attractions and museums](https://directindex.org/city/toronto-tours) | 63 | [CSV](https://directindex.org/data/2026-10/toronto-tours.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/toronto-tours.json) 22 KB |
| [Turin](https://directindex.org/city/turin) | 340 | [CSV](https://directindex.org/data/2026-10/turin.csv) 33 KB | [JSON](https://directindex.org/data/2026-10/turin.json) 114 KB |
| [Turin cafes and bars](https://directindex.org/city/turin-cafes-bars) | 98 | [CSV](https://directindex.org/data/2026-10/turin-cafes-bars.csv) 10 KB | [JSON](https://directindex.org/data/2026-10/turin-cafes-bars.json) 34 KB |
| [Turin hairdressers and beauty salons](https://directindex.org/city/turin-salons) | 20 | [CSV](https://directindex.org/data/2026-10/turin-salons.csv) 2 KB | [JSON](https://directindex.org/data/2026-10/turin-salons.json) 8 KB |
| [Turin dentists, clinics and vets](https://directindex.org/city/turin-clinics) | 33 | [CSV](https://directindex.org/data/2026-10/turin-clinics.csv) 4 KB | [JSON](https://directindex.org/data/2026-10/turin-clinics.json) 12 KB |
| [Turin tours, attractions and museums](https://directindex.org/city/turin-tours) | 61 | [CSV](https://directindex.org/data/2026-10/turin-tours.csv) 7 KB | [JSON](https://directindex.org/data/2026-10/turin-tours.json) 22 KB |
| [Valencia](https://directindex.org/city/valencia) | 372 | [CSV](https://directindex.org/data/2026-10/valencia.csv) 38 KB | [JSON](https://directindex.org/data/2026-10/valencia.json) 126 KB |
| [Valencia cafes and bars](https://directindex.org/city/valencia-cafes-bars) | 91 | [CSV](https://directindex.org/data/2026-10/valencia-cafes-bars.csv) 10 KB | [JSON](https://directindex.org/data/2026-10/valencia-cafes-bars.json) 33 KB |
| [Valencia hairdressers and beauty salons](https://directindex.org/city/valencia-salons) | 22 | [CSV](https://directindex.org/data/2026-10/valencia-salons.csv) 2 KB | [JSON](https://directindex.org/data/2026-10/valencia-salons.json) 9 KB |
| [Valencia dentists, clinics and vets](https://directindex.org/city/valencia-clinics) | 76 | [CSV](https://directindex.org/data/2026-10/valencia-clinics.csv) 9 KB | [JSON](https://directindex.org/data/2026-10/valencia-clinics.json) 28 KB |
| [Valencia tours, attractions and museums](https://directindex.org/city/valencia-tours) | 37 | [CSV](https://directindex.org/data/2026-10/valencia-tours.csv) 4 KB | [JSON](https://directindex.org/data/2026-10/valencia-tours.json) 14 KB |
| [Vancouver](https://directindex.org/city/vancouver) | 1,017 | [CSV](https://directindex.org/data/2026-10/vancouver.csv) 105 KB | [JSON](https://directindex.org/data/2026-10/vancouver.json) 341 KB |
| [Vancouver cafes and bars](https://directindex.org/city/vancouver-cafes-bars) | 403 | [CSV](https://directindex.org/data/2026-10/vancouver-cafes-bars.csv) 46 KB | [JSON](https://directindex.org/data/2026-10/vancouver-cafes-bars.json) 139 KB |
| [Vancouver hairdressers and beauty salons](https://directindex.org/city/vancouver-salons) | 287 | [CSV](https://directindex.org/data/2026-10/vancouver-salons.csv) 31 KB | [JSON](https://directindex.org/data/2026-10/vancouver-salons.json) 97 KB |
| [Vancouver dentists, clinics and vets](https://directindex.org/city/vancouver-clinics) | 254 | [CSV](https://directindex.org/data/2026-10/vancouver-clinics.csv) 30 KB | [JSON](https://directindex.org/data/2026-10/vancouver-clinics.json) 88 KB |
| [Vancouver tours, attractions and museums](https://directindex.org/city/vancouver-tours) | 47 | [CSV](https://directindex.org/data/2026-10/vancouver-tours.csv) 5 KB | [JSON](https://directindex.org/data/2026-10/vancouver-tours.json) 17 KB |
| [Vienna](https://directindex.org/city/vienna) | 2,053 | [CSV](https://directindex.org/data/2026-10/vienna.csv) 192 KB | [JSON](https://directindex.org/data/2026-10/vienna.json) 666 KB |
| [Vienna cafes and bars](https://directindex.org/city/vienna-cafes-bars) | 722 | [CSV](https://directindex.org/data/2026-10/vienna-cafes-bars.csv) 73 KB | [JSON](https://directindex.org/data/2026-10/vienna-cafes-bars.json) 238 KB |
| [Vienna hairdressers and beauty salons](https://directindex.org/city/vienna-salons) | 358 | [CSV](https://directindex.org/data/2026-10/vienna-salons.csv) 35 KB | [JSON](https://directindex.org/data/2026-10/vienna-salons.json) 117 KB |
| [Vienna dentists, clinics and vets](https://directindex.org/city/vienna-clinics) | 974 | [CSV](https://directindex.org/data/2026-10/vienna-clinics.csv) 106 KB | [JSON](https://directindex.org/data/2026-10/vienna-clinics.json) 325 KB |
| [Vienna tours, attractions and museums](https://directindex.org/city/vienna-tours) | 183 | [CSV](https://directindex.org/data/2026-10/vienna-tours.csv) 18 KB | [JSON](https://directindex.org/data/2026-10/vienna-tours.json) 61 KB |
| [Warsaw](https://directindex.org/city/warsaw) | 787 | [CSV](https://directindex.org/data/2026-10/warsaw.csv) 71 KB | [JSON](https://directindex.org/data/2026-10/warsaw.json) 253 KB |
| [Warsaw cafes and bars](https://directindex.org/city/warsaw-cafes-bars) | 193 | [CSV](https://directindex.org/data/2026-10/warsaw-cafes-bars.csv) 19 KB | [JSON](https://directindex.org/data/2026-10/warsaw-cafes-bars.json) 65 KB |
| [Warsaw hairdressers and beauty salons](https://directindex.org/city/warsaw-salons) | 262 | [CSV](https://directindex.org/data/2026-10/warsaw-salons.csv) 25 KB | [JSON](https://directindex.org/data/2026-10/warsaw-salons.json) 85 KB |
| [Warsaw dentists, clinics and vets](https://directindex.org/city/warsaw-clinics) | 571 | [CSV](https://directindex.org/data/2026-10/warsaw-clinics.csv) 60 KB | [JSON](https://directindex.org/data/2026-10/warsaw-clinics.json) 188 KB |
| [Warsaw tours, attractions and museums](https://directindex.org/city/warsaw-tours) | 129 | [CSV](https://directindex.org/data/2026-10/warsaw-tours.csv) 13 KB | [JSON](https://directindex.org/data/2026-10/warsaw-tours.json) 43 KB |
| [Washington, DC cafes and bars](https://directindex.org/city/washington-cafes-bars) | 517 | [CSV](https://directindex.org/data/2026-10/washington-cafes-bars.csv) 57 KB | [JSON](https://directindex.org/data/2026-10/washington-cafes-bars.json) 178 KB |
| [Washington, DC hairdressers and beauty salons](https://directindex.org/city/washington-salons) | 175 | [CSV](https://directindex.org/data/2026-10/washington-salons.csv) 19 KB | [JSON](https://directindex.org/data/2026-10/washington-salons.json) 60 KB |
| [Washington, DC dentists, clinics and vets](https://directindex.org/city/washington-clinics) | 145 | [CSV](https://directindex.org/data/2026-10/washington-clinics.csv) 17 KB | [JSON](https://directindex.org/data/2026-10/washington-clinics.json) 52 KB |
| [Washington, DC tours, attractions and museums](https://directindex.org/city/washington-tours) | 68 | [CSV](https://directindex.org/data/2026-10/washington-tours.csv) 8 KB | [JSON](https://directindex.org/data/2026-10/washington-tours.json) 24 KB |
| [Zurich](https://directindex.org/city/zurich) | 1,017 | [CSV](https://directindex.org/data/2026-10/zurich.csv) 94 KB | [JSON](https://directindex.org/data/2026-10/zurich.json) 329 KB |
| [Zurich cafes and bars](https://directindex.org/city/zurich-cafes-bars) | 387 | [CSV](https://directindex.org/data/2026-10/zurich-cafes-bars.csv) 39 KB | [JSON](https://directindex.org/data/2026-10/zurich-cafes-bars.json) 127 KB |
| [Zurich hairdressers and beauty salons](https://directindex.org/city/zurich-salons) | 367 | [CSV](https://directindex.org/data/2026-10/zurich-salons.csv) 35 KB | [JSON](https://directindex.org/data/2026-10/zurich-salons.json) 119 KB |
| [Zurich dentists, clinics and vets](https://directindex.org/city/zurich-clinics) | 248 | [CSV](https://directindex.org/data/2026-10/zurich-clinics.csv) 27 KB | [JSON](https://directindex.org/data/2026-10/zurich-clinics.json) 85 KB |
| [Zurich tours, attractions and museums](https://directindex.org/city/zurich-tours) | 85 | [CSV](https://directindex.org/data/2026-10/zurich-tours.csv) 8 KB | [JSON](https://directindex.org/data/2026-10/zurich-tours.json) 29 KB |

 The lake

## Every scan ever made, as a table

Behind the monthly files sits the history: every scan row, including the ones these files summarise, lands in an Apache Iceberg table (`direct_index.scans`) in R2 Data Catalog, on the bucket `direct-index-history`. One row per scan with the score, its components, the menu format, the channel, the vendor, the builder, the crawler findings and the full result as JSON. Researchers, journalists and agent builders can query it with any Iceberg client (DuckDB, Spark, PyIceberg, Trino). Access is on request: write to [hello@directindex.org](mailto:hello@directindex.org) with what you want to look at, and you get a read token.

 Licence

## ODbL, with attribution

Business listings come from [OpenStreetMap contributors](https://www.openstreetmap.org/copyright) under the Open Database Licence (ODbL 1.0). The scan results, scores and findings are published by The Direct Index under the same licence. You may copy, share, adapt and build on the data, for any purpose, as long as you attribute "OpenStreetMap contributors" and "The Direct Index (directindex.org)" and share any adapted database under the same licence. Numbers carry the date they were measured; cite the month.

#### The Direct Index

[Why direct](https://directindex.org/why)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy)

#### 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)[Compare two cities](https://directindex.org/compare)[Countries](https://directindex.org/countries)[What assistants recommend](https://directindex.org/assistants)[What changed](https://directindex.org/changes)[Ask the index](https://directindex.org/ask)[Guides](https://directindex.org/guides)[Common fixes](https://directindex.org/fix)[What agent-direct means](https://directindex.org/agent-direct)

#### 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":"The Direct Index: open data","url":"https://directindex.org/data","description":"Every city index of business websites and their Agent-Direct Scores as CSV and JSON, one set per month.","license":"https://opendatacommons.org/licenses/odbl/1-0/","creator":{"@id":"https://directindex.org/#org"},"isPartOf":{"@id":"https://directindex.org/#site"},"temporalCoverage":"2026-10/2026-10","distribution":[{"@type":"DataDownload","encodingFormat":"text/csv","contentUrl":"https://directindex.org/data/2026-10/all.csv","contentSize":"12120208"}]}
```