# The Crab & Lobster Fish Shack: Agent-Direct Score C (56.5%)

Site: https://www.thecrabandlobsterfishshack.com/
Report: https://directindex.org/r/thecrabandlobsterfishshack.com
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.)
The Crab & Lobster Fish Shack is partly visible to agents.

## Direct links
- Book directly: https://web.dojo.app/create_booking/vendor/2erOCPjqNkMe-iY1N8T7Q5kRl-0c10_zWYOmdGRDiMg_restaurant (through dojo acting for the business)
- Menu: https://thecrabandlobsterfishshack.com/wp-files/menu.pdf
- Phone: +44 131 285 1291

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering through an unrecognised third party.** (+5 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as GPTBot (http_429) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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": "The Crab & Lobster Fish Shack",
  "url": "https://www.thecrabandlobsterfishshack.com/",
  "telephone": "+44 131 285 1291",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Ferrymuir 7",
    "postalCode": "EH30 9QZ",
    "addressLocality": "South Queensferry"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 55.9827935,
    "longitude": -3.3988683
  },
  "openingHours": "Mo-Sa 11:00-15:45,17:00-20:30; Su 11:00-15:45,17:00-20:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "11:00",
      "closes": "15:45"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "17:00",
      "closes": "20:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "11:00",
      "closes": "15:45"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "17:00",
      "closes": "20:00"
    }
  ],
  "servesCuisine": [
    "fish and chips",
    "crab",
    "lobster"
  ],
  "acceptsReservations": "https://web.dojo.app/create_booking/vendor/2erOCPjqNkMe-iY1N8T7Q5kRl-0c10_zWYOmdGRDiMg_restaurant",
  "hasMenu": "https://thecrabandlobsterfishshack.com/wp-files/menu.pdf",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://web.dojo.app/create_booking/vendor/2erOCPjqNkMe-iY1N8T7Q5kRl-0c10_zWYOmdGRDiMg_restaurant",
        "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.

```
# The Crab & Lobster Fish Shack

> restaurant (fish and chips, crab, lobster) in Ferrymuir 7 EH30 9QZ South Queensferry, Edinburgh. Phone +44 131 285 1291.

## Book or order directly

- Book: https://web.dojo.app/create_booking/vendor/2erOCPjqNkMe-iY1N8T7Q5kRl-0c10_zWYOmdGRDiMg_restaurant (through dojo acting for the business)
- Menu: https://thecrabandlobsterfishshack.com/wp-files/menu.pdf

## Opening hours

Mo-Sa 11:00-15:45,17:00-20:30; Su 11:00-15:45,17:00-20:00

## About

- Website: https://www.thecrabandlobsterfishshack.com/
- 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.
- **Booking through dojo on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
283 of 524 in Edinburgh. Top 54% 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 | 78% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | no |
| Structured data with address, phone and hours | 59% | no |
| Have an llms.txt | 20% | no |

Nearest places in the index: Graziano's (A, 882 m, https://directindex.org/r/graziano2go.com); The Railbridge Bistro (A, 1088 m, https://directindex.org/r/railbridge.co.uk); Scotts of Port Edgar (A, 1268 m, https://directindex.org/r/scotts-southqueensferry.co.uk); Lucky House (F, 2960 m, https://directindex.org/r/luckyhousechinesetakeawaykirkliston.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); Sites using Dojo 71% (51% A or B, 61 sites); This site 56.5%.

See what an AI agent reads on this site: https://directindex.org/r/thecrabandlobsterfishshack.com/agent-view

Read by AI agents 8 times this month.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 25 |
| Readable | 5 | 25 |
| Actionable | 10 | 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/thecrabandlobsterfishshack.com
- 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: no

Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=thecrabandlobsterfishshack.com&force=1