# La Laterna West End: Agent-Direct Score B (84.6%)

Site: https://lalanternawestend.co.uk/
Report: https://directindex.org/r/lalanterna-glasgow.co.uk
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
La Laterna West End is mostly ready for agents.

## Direct links
- Book directly: https://lalanterna-glasgow.co.uk/book-now/ (on the business's own site)
- Menu: https://lalanterna-glasgow.co.uk/menu/
- Phone: +44 141 334 0686

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering through an unrecognised third party.** (no points, still worth doing) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "La Laterna West End",
  "url": "https://lalanternawestend.co.uk/",
  "telephone": "+44 141 334 0686",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Great Western Road 447",
    "postalCode": "G12 8HH",
    "addressLocality": "Glasgow"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 55.8749396,
    "longitude": -4.2807989
  },
  "openingHours": "Mo-Su 12:00-22:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "12:00",
      "closes": "22:30"
    }
  ],
  "servesCuisine": [
    "italian"
  ],
  "acceptsReservations": "https://lalanterna-glasgow.co.uk/book-now/",
  "hasMenu": "https://lalanterna-glasgow.co.uk/menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lalanterna-glasgow.co.uk/book-now/",
        "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.

```
# La Laterna West End

> restaurant (italian) in Great Western Road 447 G12 8HH Glasgow, Glasgow. Phone +44 141 334 0686.

## Book or order directly

- Book: https://lalanterna-glasgow.co.uk/book-now/ (on the business's own site)
- Menu: https://lalanterna-glasgow.co.uk/menu/

## Opening hours

Mo-Su 12:00-22:30

## About

- Website: https://lalanternawestend.co.uk/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Organization).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
42 of 285 in Glasgow. Top 15% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 86% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | yes |
| Structured data with address, phone and hours | 62% | no |
| Have an llms.txt | 14% | no |

Nearest places with a similar menu: Eusebi Deli (C, 301 m, https://directindex.org/r/eusebideli.com); Zizzi (B, 705 m, https://directindex.org/r/zizzi.co.uk); Lamora (D, 1084 m, https://directindex.org/r/lamorapizzeria.co.uk); Santa Lucia Pasta (B, 1231 m, https://directindex.org/r/encoreglasgow.co.uk); Nostrana (C, 1638 m, https://directindex.org/r/nostrana.co.uk); Bella Italia (A, 2008 m, https://directindex.org/r/bellaitalia.co.uk); ASK Italian (A, 2020 m, https://directindex.org/r/askitalian.co.uk); Piccolo Mondo (D, 2113 m, https://directindex.org/r/piccolomondo.co.uk); La Lanterna (B, 2189 m, https://directindex.org/r/lalanterna-glasgow.co.uk); Sugo Pasta (C, 2305 m, https://directindex.org/r/sugopasta.co.uk).

## What assistants answer
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.

Against its peers: Sites built with WordPress 57% (26% A or B, 35830 sites); This site 84.6%.

See what an AI agent reads on this site: https://directindex.org/r/lalanterna-glasgow.co.uk/agent-view

## Businesses like La Laterna West End in Glasgow

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Glasgow | 285 | 50% | 39% | 84.6% |
| Built with WordPress in Glasgow | 82 | 69% | 51% | 84.6% |

The best of Built with WordPress in Glasgow: Swagath (A 100%, https://directindex.org/r/swagathbarrhead.com); The Dhabba (A 100%, https://directindex.org/r/thedhabba.com); The Italian Kitchen (A 90.8%, https://directindex.org/r/italian-kitchen.co.uk); Maki & Ramen (A 90%, https://directindex.org/r/makiramen.com); Dakhin (A 87.2%, https://directindex.org/r/dakhin.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 6th of 285 in Glasgow, up from 42nd.

## The direct record
What agents get for La Laterna West End, as JSON: https://directindex.org/api/direct/lalanterna-glasgow.co.uk
- Book: https://lalanterna-glasgow.co.uk/book-now/ (own site; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://lalanterna-glasgow.co.uk/menu/ (html_page; from the scan)
- Hours: Mo-Su 12:00-22:30 (closed now) (from OpenStreetMap)
- Phone: +44 141 334 0686
- Stable links that count: https://directindex.org/go/lalanterna-glasgow.co.uk/book, https://directindex.org/go/lalanterna-glasgow.co.uk/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/lalanterna-glasgow.co.uk
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Deep report: https://directindex.org/r/lalanterna-glasgow.co.uk/deep. 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.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=lalanterna-glasgow.co.uk&force=1