# Fin Boys: Agent-Direct Score A (92.3%)

Site: https://www.fin-boys.com/
Report: https://directindex.org/r/fin-boys.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Fin Boys is ready for agents.
An AI assistant can open Fin Boys's website. It can read what Fin Boys offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://fin-boys.com/reservations (on the business's own site)
- Menu: https://fin-boys.com/menus
- Address: Mill Road 2 CB1 2AD Cambridge
- Hours, from OpenStreetMap: Mon closed; Tue 18:30–20:30; Wed–Sat 12:00–14:30, 18:30–20:30; Sun closed
- Its menu mentions: a lunch or set menu
- Step-free access (OpenStreetMap)

## Nearby, also direct
Places near Fin Boys that take a booking or an order on their own website, with no marketplace in between.
- Tu Casa (20 m): https://directindex.org/r/tucasatapas.co.uk
- Kan Zaman (60 m): https://directindex.org/r/kanzaman.co.uk
- Vanderlyle (130 m): https://directindex.org/r/vanderlyle-restaurant.com
- Peri Peri - The Grill (190 m): https://directindex.org/r/theladz.co.uk
- Al Casbah (230 m): https://directindex.org/r/al-casbah.com

## What to fix first
- **Structured data is incomplete.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **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. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Fin Boys",
  "url": "https://www.fin-boys.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Mill Road 2",
    "postalCode": "CB1 2AD",
    "addressLocality": "Cambridge"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 52.2015968,
    "longitude": 0.1329806
  },
  "openingHours": "Tu 18:30-20:30; We-Sa 12:00-14:30,18:30-20:30; Su,Mo off",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday"
      ],
      "opens": "18:30",
      "closes": "20:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "14:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "18:30",
      "closes": "20:30"
    }
  ],
  "acceptsReservations": "https://fin-boys.com/reservations",
  "hasMenu": "https://fin-boys.com/menus",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://fin-boys.com/reservations",
        "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.

```
# Fin Boys

> restaurant in Mill Road 2 CB1 2AD Cambridge, Cambridge.

## Book or order directly

- Book: https://fin-boys.com/reservations (on the business's own site)
- Menu: https://fin-boys.com/menus

## Opening hours

Tu 18:30-20:30; We-Sa 12:00-14:30,18:30-20:30; Su,Mo off

## About

- Website: https://www.fin-boys.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 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.

## Where it stands
10 of 124 in Cambridge. Top 8% of the sites scanned in this index.

| What the top 10% 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 | 92% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 69% | no |
| Have an llms.txt | 38% | no |

Nearest places in the index: Tu Casa (B, 22 m, https://directindex.org/r/tucasatapas.co.uk); Noshe (F, 54 m, https://directindex.org/r/noshecambridge.co.uk); Kan Zaman (B, 59 m, https://directindex.org/r/kanzaman.co.uk); Vanderlyle (B, 127 m, https://directindex.org/r/vanderlyle-restaurant.com); Marvin's Sandwiches (C, 164 m, https://directindex.org/r/marvins.place); Peri Peri - The Grill (C, 190 m, https://directindex.org/r/theladz.co.uk); Al Casbah (B, 231 m, https://directindex.org/r/al-casbah.com); Pepe's (B, 343 m, https://directindex.org/r/pepes.co.uk); Bedouin (C, 346 m, https://directindex.org/r/bedouin-cambridge.com); Caprinos (C, 369 m, https://directindex.org/r/caprinospizza.co.uk).

## What assistants answer
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: "Seafood dinner with a view, table for four this week." (Gemini)


Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); This site 92.3%.

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

## Named by Gemini for "Seafood dinner with a view, table for four this week" in Cambridge, October 2026
- "Seafood dinner with a view, table for four this week." (2026-10-19): Gemini by name, without a link. https://directindex.org/city/cambridge/recommended/seafood-view
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/fin-boys.com.svg

## Businesses like Fin Boys in Cambridge

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Cambridge | 124 | 67% | 60% | 92.3% |
| Sites built with Squarespace in Cambridge | 8 | 79% | 88% | 92.3% |

The best of the sites built with Squarespace in Cambridge: Yippee Noodle Bar (A 89.2%, https://directindex.org/r/yippeenoodlebar.co.uk); Vanderlyle (B 84.6%, https://directindex.org/r/vanderlyle-restaurant.com); Steak and Honour (B 78.5%, https://directindex.org/r/steakandhonour.co.uk); Millworks (B 76.9%, https://directindex.org/r/themillworks.co.uk); The Cambridge Chop House (B 75.4%, https://directindex.org/r/cambscuisine.co.uk).

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 7th of 124 in Cambridge, up from 10th.

## The direct record
What agents get for Fin Boys, as JSON: https://directindex.org/api/direct/fin-boys.com
- Book: https://fin-boys.com/reservations (own site; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: https://fin-boys.com/menus (html_page; from the scan)
- Hours: Tu 18:30-20:30; We-Sa 12:00-14:30,18:30-20:30; Su,Mo off (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/fin-boys.com/book, https://directindex.org/go/fin-boys.com/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): 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

Found one hop past the home page: booking page /reservations: booking via sevenrooms.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 20 | 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/fin-boys.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: yes

Keep watching this business (https://directindex.org/r/fin-boys.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/fin-boys.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=fin-boys.com&force=1