The Direct Index
Report · London cafes and bars · scanned 2026-10-15

Moonstruck Cafe

moonstruck.cafe is largely invisible to agents.

Score over 2 scans since 2026-10-14: 51% → 12%

See what an AI agent reads on this site →

F
12.3%

8 of 65 points available

–

agent-readiness level

4

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.

Since the scan of 2026-10-14 (D then): new The site turned every visitor without a browser away.

Findings

What to fix first

  1. The site turns every visitor without a browser away, AI agents included +25 points

    A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. How to fix it

  2. No booking or ordering path at all +15 points

    Agents have nothing to act on. Add a booking or ordering page on your own domain. How to fix it

  3. Structured data is incomplete +7 points

    Missing: address, telephone, opening hours. How to fix it

  4. No menu or price list found +7 points

    Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. 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: shopify · Front: cloudflare · A plain fetch got cloudflare_challenge; a real browser got the page, so the scan continues on the rendered page.

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 shopify 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. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Moonstruck Cafe",
  "url": "https://www.moonstruck.cafe",
  "telephone": "+44 20 3900 2413",
  "email": "hello@moonstruck.cafe",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "South Lambeth Road 153",
    "postalCode": "SW8 1XN",
    "addressLocality": "London",
    "addressCountry": "GB"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.478044,
    "longitude": -0.123274
  },
  "openingHours": "Mo-Su 08:00-16:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "08:00",
      "closes": "16:00"
    }
  ],
  "servesCuisine": [
    "coffee shop",
    "coffee"
  ]
}
</script>
Where it stands

1,967 of 2,491 in London cafes and bars

Top 79% of the sites scanned in this index. Just above: Juicebaby F, Kultured F. Just below: Stormbird F, The Hoarder Coffee F.

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%no
Let AI crawlers in (no edge block, no robots.txt block)97%no
Structured data with address, phone and hours67%no
Have an llms.txt12%no

The top tenth is the 253 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Shopify 1,345 sites58%37%12.3%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
District coffee_shop842 mCno
Black Cab Coffee Co coffee_shop1.0 kmCno
% Arabica coffee_shop1.6 kmCno
The Coffee Studio - Battersea coffee_shop1.7 kmCno
Caffe Nero @ Morleys coffee_shop1.8 kmDno
Blackfinger Coffee Roasters coffee_shop1.9 kmByes
Irene breakfast, cake, coffee_shop1.9 kmFno
Stoop Coffee coffee_shop2.0 kmDno
Coffee Wake Cup coffee_shop2.1 kmByes
Bloom Works Cafe coffee_shop2.2 kmByes
Businesses like yours

Businesses like Moonstruck Cafe in London cafes and bars

GroupSitesAvg scoreA or BThis site
Same kind in London cafes and bars2,49152%37%12.3%
Built with Shopify in London cafes and bars6656%45%12.3%

The best of Built with Shopify in London cafes and bars

Kipferl Cafe & Kitchen A 96.3% · Peggy Porschen Belgravia A 90.8% · Kybelle A 90% · Soho Grind A 87.7% · The Bike Shed A 86.2%

The climb

With the three fixes above (The site turns every visitor without a browser away, AI agents included; No booking or ordering path at all; Structured data is incomplete) the score would be about 84.6%: 316th of 2,491 in London cafes and bars, up from 1967th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

The direct record

What agents get for Moonstruck Cafe

No direct path on record: the scan of 2026-10-15 found no booking or ordering link on moonstruck.cafe or on a vendor's site. The same record is served as JSON at /api/direct/moonstruck.cafe, through the MCP tool direct_record and in the city feed /city/london-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
HoursMo-Su 08:00-16:00 (open now)from OpenStreetMap
Phone+44 20 3900 2413

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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

Agent readiness

Not measured

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. Cloudflare's report.

JSON-LD for the businessyes
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 F

<a href="https://directindex.org/r/moonstruck.cafe"><img src="https://directindex.org/badge/moonstruck.cafe.svg" alt="Agent-Direct Score F" 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 Dispute a check

Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.

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