The Direct Index
Report · london cafes bars · scanned 2026-10-14

ħ

imperialcollegeunion.org is hard for agents to use.

Menu: www.imperialcollegeunion.org/eat-drink-shop/offers

See what an AI agent reads on this site →

D
53.8%

35 of 65 points available

0/5

agent-readiness level, Not Ready

3

things to fix

Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.

Findings

What to fix first

  1. No structured data for the business +14 points

    Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

  2. No booking or ordering path at all +13 points

    Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. How to fix it

  3. No llms.txt no points, still worth doing

    Optional today, cheap to add: a short text file describing the business for language models. How to fix it

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

Already right

Builder: unknown · Front: cloudflare

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.

Structured data (JSON-LD)

One block in the page's <head>, or in the builder's custom-code slot. Replace anything that is wrong; add priceRange if you like. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "BarOrPub",
  "name": "ħ",
  "url": "https://www.imperialcollegeunion.org/eat-drink-shop/our-venues#h-bar",
  "telephone": "020 7594 8060",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Imperial College Road",
    "postalCode": "SW7 2BX",
    "addressLocality": "London"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.4986275,
    "longitude": -0.1783206
  },
  "hasMenu": "https://www.imperialcollegeunion.org/eat-drink-shop/offers"
}
</script>

llms.txt

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

# ħ

> bar or pub in Imperial College Road SW7 2BX London, London cafes and bars. Phone 020 7594 8060.

## Book or order directly

- Menu: https://www.imperialcollegeunion.org/eat-drink-shop/offers

## About

- Website: https://www.imperialcollegeunion.org/eat-drink-shop/our-venues#h-bar
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

1,409 of 2,869 in London cafes and bars

Top 49% of the sites scanned in this index. Just above: WA café D, another brother D. Just below: Coco Corner D, Dolci Coffee & Juice D.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML96%yes
Let AI crawlers in (no edge block, no robots.txt block)95%yes
Structured data with address, phone and hours56%no
Have an llms.txt13%no

The top tenth is the 291 best-scoring reachable sites of the index at the last refresh.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
The Queens Arms190 mCno
Guillam Coffee House coffee_shop386 mCyes
Sakurado London japanese389 mByes
Fait Maison coffee_shop394 mByes
Kens Bar & Garden521 mCyes
Farm Girl Café537 mFno
Trevi Italian Tiramisu italian546 mDno
The Whale Tea & Bakery bubble_tea567 mDno
Filo568 mCno
Kova Patisserie582 mCyes
Agent readiness

Level 0 of 5, Not Ready

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to.

Link headers on the homepageno how
sitemap.xmlno how
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 businessno
Assistants

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score D

<a href="https://directindex.org/r/imperialcollegeunion.org"><img src="https://directindex.org/badge/imperialcollegeunion.org.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
Owners

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now Markdown

Send the fixes to your web person
One email, the fixes and the link; nothing stored.