---
title: 25% of business websites are ready for AI agents · The Direct Index
url: https://directindex.org/stats/grade-ab
---

[The Direct Index](https://directindex.org/)
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 [The numbers](https://directindex.org/stats) / Agents · live, 2026-10-17

# 25% of business websites are ready for AI agents

170,576 scanned business websites in 675 indexes, as scanned by 17 October 2026.

Main points

- That is **25%** of 170,576 scanned business websites.
- By kind of business: highest among restaurants (32%), lowest among tours, attractions and museums (12%).
- Among 101 restaurant indexes, Miami is highest at 51%; the median is 35%.

Figure 1

## By kind of business

| Kind | Share | Of | |
| --- | --- | --- | --- |
| [restaurants](https://directindex.org/stats/grade-ab) | 32% | 79,214 |
**
 |
| [cafes and bars](https://directindex.org/stats/grade-ab?kind=cafes) | 23% | 32,657 |
**
 |
| [hairdressers and beauty salons](https://directindex.org/stats/grade-ab?kind=salons) | 14% | 16,993 |
**
 |
| [dentists, clinics and vets](https://directindex.org/stats/grade-ab?kind=clinics) | 16% | 31,259 |
**
 |
| [tours, attractions and museums](https://directindex.org/stats/grade-ab?kind=tours) | 12% | 10,453 |
**
 |

Figure 2

## Restaurants, city by city

[restaurants](https://directindex.org/stats/grade-ab)[cafes and bars](https://directindex.org/stats/grade-ab?kind=cafes)[hairdressers and beauty salons](https://directindex.org/stats/grade-ab?kind=salons)[dentists, clinics and vets](https://directindex.org/stats/grade-ab?kind=clinics)[tours, attractions and museums](https://directindex.org/stats/grade-ab?kind=tours)

Highlight a cityNoneAarhusAmsterdamAntwerpAthensAtlantaAucklandAustinBarcelonaBaselBerlinBernBirminghamBordeauxBostonBremenBrisbaneBrusselsBudapestCalgaryCharlotteChicagoCologneCopenhagenDallasDenverDortmundDresdenDubaiDublinDüsseldorfEdinburghEindhovenEssenFlorenceFrankfurtGenevaGhentGlasgowGothenburgGrazHamburgHanoverHelsinkiHoustonIstanbulLausanneLeipzigLilleLisbonLondonLos AngelesLyonMadridMalmöManchesterMarseilleMelbourneMexico CityMiamiMilanMinneapolisMontrealMunichNantesNew YorkNiceNurembergOrlandoOsakaOsloOttawaParisPhiladelphiaPhoenixPortoPragueRomeRotterdamSan DiegoSan FranciscoSan JoseSeattleSingaporeStockholmStrasbourgStuttgartSydneyThe HagueTokyoTorontoToulouseTurinUtrechtValenciaVancouverVeniceVeronaViennaWarsawWashingtonZurichShow

**another restaurant index**median, 35%

0%30%60%

101 restaurant indexes. The median is 35%; the highest is Miami at 51%.

| # | Index | Share | Of |
| --- | --- | --- | --- |
| 1 | [Miami](https://directindex.org/city/miami) US | 51% | 215 |
| 2 | [Dublin](https://directindex.org/city/dublin) IE | 50% | 408 |
| 3 | [Aarhus](https://directindex.org/city/aarhus) DK | 49% | 266 |
| 4 | [Minneapolis](https://directindex.org/city/minneapolis) US | 48% | 417 |
| 5 | [Lille](https://directindex.org/city/lille) FR | 48% | 264 |
| 6 | [Edinburgh](https://directindex.org/city/edinburgh) GB | 48% | 453 |
| 7 | [Valencia](https://directindex.org/city/valencia) ES | 47% | 260 |
| 8 | [Utrecht](https://directindex.org/city/utrecht) NL | 47% | 551 |
| 9 | [Washington](https://directindex.org/city/washington) US | 47% | 1,299 |
| 10 | [Calgary](https://directindex.org/city/calgary) CA | 47% | 582 |

 All 101 restaurant indexes

| # | Index | Share | Of |
| --- | --- | --- | --- |
| 1 | [Miami](https://directindex.org/city/miami) US | 51% | 215 |
| 2 | [Dublin](https://directindex.org/city/dublin) IE | 50% | 408 |
| 3 | [Aarhus](https://directindex.org/city/aarhus) DK | 49% | 266 |
| 4 | [Minneapolis](https://directindex.org/city/minneapolis) US | 48% | 417 |
| 5 | [Lille](https://directindex.org/city/lille) FR | 48% | 264 |
| 6 | [Edinburgh](https://directindex.org/city/edinburgh) GB | 48% | 453 |
| 7 | [Valencia](https://directindex.org/city/valencia) ES | 47% | 260 |
| 8 | [Utrecht](https://directindex.org/city/utrecht) NL | 47% | 551 |
| 9 | [Washington](https://directindex.org/city/washington) US | 47% | 1,299 |
| 10 | [Calgary](https://directindex.org/city/calgary) CA | 47% | 582 |
| 11 | [Madrid](https://directindex.org/city/madrid) ES | 45% | 1,033 |
| 12 | [Glasgow](https://directindex.org/city/glasgow) GB | 44% | 250 |
| 13 | [Birmingham](https://directindex.org/city/birmingham) GB | 44% | 311 |
| 13 | [Dallas](https://directindex.org/city/dallas) US | 44% | 707 |
| 15 | [Nantes](https://directindex.org/city/nantes) FR | 44% | 376 |
| 16 | [Ghent](https://directindex.org/city/ghent) BE | 43% | 420 |
| 17 | [Orlando](https://directindex.org/city/orlando) US | 43% | 280 |
| 18 | [Boston](https://directindex.org/city/boston) US | 43% | 811 |
| 19 | [Sydney](https://directindex.org/city/sydney) AU | 42% | 746 |
| 20 | [New York](https://directindex.org/city/new-york) US | 42% | 4,126 |
| 21 | [San Francisco](https://directindex.org/city/san-francisco) US | 42% | 1,100 |
| 22 | [London](https://directindex.org/city/london) GB | 42% | 2,929 |
| 23 | [Phoenix](https://directindex.org/city/phoenix) US | 42% | 491 |
| 24 | [Manchester](https://directindex.org/city/manchester) GB | 42% | 238 |
| 25 | [Austin](https://directindex.org/city/austin) US | 42% | 638 |
| 25 | [San Diego](https://directindex.org/city/san-diego) US | 42% | 795 |
| 27 | [Paris](https://directindex.org/city/paris) FR | 41% | 2,853 |
| 28 | [Charlotte](https://directindex.org/city/charlotte) US | 41% | 338 |
| 29 | [Chicago](https://directindex.org/city/chicago) US | 40% | 1,517 |
| 30 | [Lyon](https://directindex.org/city/lyon) FR | 40% | 841 |
| 31 | [Atlanta](https://directindex.org/city/atlanta) US | 40% | 493 |
| 31 | [Vancouver](https://directindex.org/city/vancouver) CA | 40% | 931 |
| 33 | [Philadelphia](https://directindex.org/city/philadelphia) US | 39% | 640 |
| 34 | [Barcelona](https://directindex.org/city/barcelona) ES | 39% | 679 |
| 35 | [Auckland](https://directindex.org/city/auckland) NZ | 39% | 334 |
| 36 | [Los Angeles](https://directindex.org/city/los-angeles) US | 39% | 1,440 |
| 36 | [Strasbourg](https://directindex.org/city/strasbourg) FR | 39% | 367 |
| 38 | [Houston](https://directindex.org/city/houston) US | 39% | 610 |
| 39 | [Seattle](https://directindex.org/city/seattle) US | 38% | 874 |
| 39 | [The Hague](https://directindex.org/city/the-hague) NL | 38% | 510 |
| 41 | [Denver](https://directindex.org/city/denver) US | 38% | 763 |
| 42 | [Lausanne](https://directindex.org/city/lausanne) CH | 38% | 289 |
| 43 | [Brussels](https://directindex.org/city/brussels) BE | 38% | 800 |
| 44 | [Marseille](https://directindex.org/city/marseille) FR | 37% | 218 |
| 45 | [Toronto](https://directindex.org/city/toronto) CA | 37% | 1,118 |
| 46 | [Melbourne](https://directindex.org/city/melbourne) AU | 37% | 970 |
| 47 | [Brisbane](https://directindex.org/city/brisbane) AU | 37% | 256 |
| 48 | [Antwerp](https://directindex.org/city/antwerp) BE | 36% | 424 |
| 49 | [Bordeaux](https://directindex.org/city/bordeaux) FR | 36% | 363 |
| 50 | [Eindhoven](https://directindex.org/city/eindhoven) NL | 35% | 277 |
| 51 | [Singapore](https://directindex.org/city/singapore) SG | 35% | 542 |
| 51 | [Toulouse](https://directindex.org/city/toulouse) FR | 35% | 426 |
| 53 | [San Jose](https://directindex.org/city/san-jose) US | 35% | 570 |
| 54 | [Turin](https://directindex.org/city/turin) IT | 35% | 286 |
| 55 | [Ottawa](https://directindex.org/city/ottawa) CA | 35% | 516 |
| 56 | [Nice](https://directindex.org/city/nice) FR | 33% | 369 |
| 57 | [Dresden](https://directindex.org/city/dresden) DE | 33% | 394 |
| 58 | [Amsterdam](https://directindex.org/city/amsterdam) NL | 32% | 1,257 |
| 58 | [Dubai](https://directindex.org/city/dubai) AE | 32% | 200 |
| 58 | [Florence](https://directindex.org/city/florence) IT | 32% | 200 |
| 61 | [Milan](https://directindex.org/city/milan) IT | 31% | 972 |
| 62 | [Hanover](https://directindex.org/city/hanover) DE | 30% | 459 |
| 63 | [Bremen](https://directindex.org/city/bremen) DE | 28% | 443 |
| 64 | [Montreal](https://directindex.org/city/montreal) CA | 28% | 791 |
| 64 | [Rotterdam](https://directindex.org/city/rotterdam) NL | 28% | 440 |
| 66 | [Lisbon](https://directindex.org/city/lisbon) PT | 27% | 1,088 |
| 67 | [Leipzig](https://directindex.org/city/leipzig) DE | 27% | 395 |
| 68 | [Graz](https://directindex.org/city/graz) AT | 27% | 278 |
| 69 | [Rome](https://directindex.org/city/rome) IT | 27% | 753 |
| 70 | [Zurich](https://directindex.org/city/zurich) CH | 27% | 812 |
| 71 | [Copenhagen](https://directindex.org/city/copenhagen) DK | 27% | 1,101 |
| 71 | [Essen](https://directindex.org/city/essen) DE | 27% | 347 |
| 73 | [Porto](https://directindex.org/city/porto) PT | 26% | 482 |
| 74 | [Düsseldorf](https://directindex.org/city/dusseldorf) DE | 26% | 592 |
| 74 | [Geneva](https://directindex.org/city/geneva) CH | 26% | 256 |
| 76 | [Stuttgart](https://directindex.org/city/stuttgart) DE | 25% | 767 |
| 77 | [Malmö](https://directindex.org/city/malmo) SE | 25% | 215 |
| 78 | [Basel](https://directindex.org/city/basel) CH | 25% | 226 |
| 78 | [Cologne](https://directindex.org/city/cologne) DE | 25% | 985 |
| 78 | [Munich](https://directindex.org/city/munich) DE | 25% | 1,742 |
| 81 | [Venice](https://directindex.org/city/venice) IT | 24% | 207 |
| 81 | [Vienna](https://directindex.org/city/vienna) AT | 24% | 2,562 |
| 83 | [Nuremberg](https://directindex.org/city/nuremberg) DE | 24% | 588 |
| 84 | [Gothenburg](https://directindex.org/city/gothenburg) SE | 24% | 419 |
| 85 | [Frankfurt](https://directindex.org/city/frankfurt) DE | 23% | 962 |
| 86 | [Verona](https://directindex.org/city/verona) IT | 23% | 592 |
| 87 | [Athens](https://directindex.org/city/athens) GR | 23% | 329 |
| 88 | [Hamburg](https://directindex.org/city/hamburg) DE | 21% | 2,030 |
| 89 | [Helsinki](https://directindex.org/city/helsinki) FI | 20% | 823 |
| 90 | [Berlin](https://directindex.org/city/berlin) DE | 19% | 4,655 |
| 91 | [Bern](https://directindex.org/city/bern) CH | 19% | 313 |
| 91 | [Dortmund](https://directindex.org/city/dortmund) DE | 19% | 313 |
| 93 | [Oslo](https://directindex.org/city/oslo) NO | 17% | 432 |
| 94 | [Warsaw](https://directindex.org/city/warsaw) PL | 17% | 594 |
| 95 | [Osaka](https://directindex.org/city/osaka) JP | 16% | 226 |
| 96 | [Mexico City](https://directindex.org/city/mexico-city) MX | 15% | 227 |
| 97 | [Istanbul](https://directindex.org/city/istanbul) TR | 14% | 275 |
| 98 | [Stockholm](https://directindex.org/city/stockholm) SE | 13% | 1,351 |
| 99 | [Budapest](https://directindex.org/city/budapest) HU | 13% | 829 |
| 100 | [Prague](https://directindex.org/city/prague) CZ | 12% | 1,198 |
| 101 | [Tokyo](https://directindex.org/city/tokyo) JP | 9.8% | 439 |

Indexes under 200 scanned websites are left out. The "Of" column is the base each figure rests on.

[Data, CSV](https://directindex.org/stats/grade-ab.csv)[JSON](https://directindex.org/stats/grade-ab.json)[Method](https://directindex.org/methodology)[Link to this figure](https://directindex.org/stats/grade-ab#figure-2)

**About these numbers**
Ready means grade A or B on the Agent-Direct Score, the open method on /methodology. Provisional grades are included.

Cite this

25% of business websites are ready for AI agents (The Direct Index, 17 October 2026, directindex.org/stats/grade-ab).

[CSV](https://directindex.org/stats/grade-ab.csv)[JSON](https://directindex.org/stats/grade-ab.json)[Markdown](https://directindex.org/stats/grade-ab.md)[Method](https://directindex.org/methodology)[Every number](https://directindex.org/stats)

Data: ODbL. Business data from OpenStreetMap contributors and Overture Maps; website facts from the Direct Index scanner, which reads each site's public pages.

#### 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"}}]}
{"@context":"https://schema.org","@type":"Dataset","name":"25% of business websites are ready for AI agents","url":"https://directindex.org/stats/grade-ab","description":"25% of business websites are ready for AI agents. 170,576 scanned business websites in 675 indexes, as scanned by 17 October 2026. Ready means grade A or B on the Agent-Direct Score, the open method on /methodology. Provisional grades are included.","license":"https://opendatacommons.org/licenses/odbl/","creator":{"@id":"https://directindex.org/#org"},"dateModified":"2026-10-17T18:02:16.397Z","distribution":[{"@type":"DataDownload","encodingFormat":"text/csv","contentUrl":"https://directindex.org/stats/grade-ab.csv"},{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://directindex.org/stats/grade-ab.json"}]}
```