The Direct Index
Report · London cafes and bars · scanned 2026-10-21

Le Beaujolais

lebeaujolais.london is ready for agents.

Listed by Overture Maps.

BookMenuCallWebsite

Ways to reach Le Beaujolais directly, with no marketplace in between. Checked 2026-10-21. On the business's own site. Report a mistake

25 Litchfield St, WC2H 9NJ, London · +442078362955

Its menu mentions: vegetarian dishes, a lunch or set menu

Nearby, also direct

Places near Le Beaujolais that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open Le Beaujolais's website. It can read what Le Beaujolais offers. It finds a way to book or order directly on the site.

93.8%

61 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Named by assistants

Named by ChatGPT for "A quiet bar for a first date on Thursday evening. Can I book?" in London cafes and bars, October 2026

Each assistant was asked the way people ask, with web search on, for up to three places in London cafes and bars and a link to each one's own site. This business was named in one answer, by 1 of the 3 assistants asked.

QuestionNamed byAsked
A quiet bar for a first date on Thursday evening. Can I book?ChatGPT with a link to this site2026-10-26

Every place named in London cafes and bars, question by question.

Show it

The badge shows how many of the assistants asked named this business, and the month. It updates after every round.

Named by 1 of 3 assistants, Direct Index

<a href="https://directindex.org/r/lebeaujolais.london"><img src="https://directindex.org/badge/named/lebeaujolais.london.svg" alt="Named by 1 of 3 assistants, Direct Index" width="300" height="40"></a>
Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

Recommended when people ask:
“A quiet bar for a first date on Thursday evening. Can I book?” (ChatGPT, with a link to this site)

Where it stands

How Le Beaujolais compares

Where it stands

199 of 5,693 in London cafes and bars

Top 3% of the sites scanned in this index. Just above: GAIL's Bakery A, Heist Bank A. Just below: MEATliquor Bar & Restaurant Shoreditch A, Naked and Famous bar A.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML93%yes
Let AI crawlers in (no block at the server or in robots.txt)93%yes
Structured data with address, phone and hours49%no
Have an llms.txt22%no

The top 10% are the 583 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Squarespace 33,756 sites61%41%93.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Baaria17 mFno
The Original Ivy, West End30 mAyes
Members Club30 mDno
Wanyoo Esports Studio37 mFno
The Alligator Bar42 mAyes
Limelight Nightclub49 mFno
Below Stone Nest60 mFno
Coffee Island coffee_shop97 mDno
TSUJIRI Matcha House tea99 mFno
Cuppacha bubble_tea110 mDyes
Businesses like yours

Businesses like Le Beaujolais in London cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in London cafes and bars5,69350%30%93.8%
Sites built with Squarespace in London cafes and bars56667%48%93.8%

The best of the sites built with Squarespace in London cafes and bars

Humble Grape A 100% · Nightjar A 100% · Friends of Ours A 95.4% · 45 Jermyn St. A 93.8% · Balls A 93.8%

After the top fixes

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 52nd of 5,693 in London cafes and bars, up from 199th.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. Structured data is incomplete +1 points

    Missing: telephone. How to fix it

  2. No llms.txt no points, but worth doing

    Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in London cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Structured data found (LocalBusiness) address, opening hours
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Booking on your own site Agents can book without going through a marketplace.

Builder: squarespace · menu page /wine-bar-menu: nothing new; booking page /winebar: nothing new

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on squarespace.

Where to paste it on Squarespace: the Code Injection panel, in the Header field, which applies to every page. It needs the Core plan or above. the official help page.

Show the code to paste

Structured data (JSON-LD)

Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Le Beaujolais",
  "url": "http://www.lebeaujolais.london/",
  "telephone": "+442078362955",
  "address": "25 Litchfield St, WC2H 9NJ, London",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.51281546,
    "longitude": -0.12851906
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.lebeaujolais.london/winebar",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>

llms.txt

Save as /llms.txt at the root of the site. Guide.

# Le Beaujolais

> local business in 25 Litchfield St, WC2H 9NJ, London, London cafes and bars. Phone +442078362955.

## Book or order directly

- Book: https://www.lebeaujolais.london/winebar (on the business's own site)
- Menu: https://www.lebeaujolais.london/wine-bar-menu

## About

- Website: http://www.lebeaujolais.london/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score A

<a href="https://directindex.org/r/lebeaujolais.london"><img src="https://directindex.org/badge/lebeaujolais.london.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Le Beaujolais

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/lebeaujolais.london, through the MCP tool direct_record and in the city feed /city/london-cafes-bars/direct.json.

PathLinkStatus
Bookwww.lebeaujolais.london/winebar own sitefound by the scan of 2026-10-21, not yet tested
Ordernone on record
Menuwww.lebeaujolais.london/wine-bar-menu html_pagefrom the scan
Hoursnone on record
Phone+442078362955

Stable links that count: /go/lebeaujolais.london/book, /go/lebeaujolais.london/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

UCP profile
/.well-known/ucp, Google and Shopify's Universal Commerce Protocol
no
ACP discovery document
/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol
no
MCP server card
/.well-known/mcp/server-card.json
no
Ordering vendor that takes agent orders
Square, Toast, or a vendor whose terms allow agents
no
Agent readiness

Level 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes