# Caffe Fernet: Agent-Direct Score B (81.3%)

Site: https://www.caffefernet.sg/
Report: https://directindex.org/r/caffefernet.sg
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Caffe Fernet is mostly ready for agents.

## Direct links
- Book directly: https://www.sevenrooms.com/explore/caffefernet/reservations/create/search (through sevenrooms acting for the business)
- Menu: https://www.caffefernet.sg/menu
- Phone: +65 9178 1105

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "CafeOrCoffeeShop",
  "name": "Caffe Fernet",
  "url": "https://www.caffefernet.sg/",
  "telephone": "+65 9178 1105",
  "email": "info@caffefernet.sg",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Collyer Quay 70",
    "postalCode": "049323",
    "addressLocality": "Singapore",
    "addressCountry": "SG"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.28254,
    "longitude": 103.8534231
  },
  "openingHours": "Mo-Th 12:00-24:00; Fr 12:00-02:00;Sa 12:00-02:00;Su 11:00-17:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "12:00",
      "closes": "24:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "12:00",
      "closes": "02:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "02:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "11:00",
      "closes": "17:00"
    }
  ],
  "acceptsReservations": "https://www.sevenrooms.com/explore/caffefernet/reservations/create/search",
  "hasMenu": "https://www.caffefernet.sg/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.sevenrooms.com/explore/caffefernet/reservations/create/search",
        "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.

```
# Caffe Fernet

> cafe or coffee shop in Collyer Quay 70 049323 Singapore, Singapore cafes and bars. Phone +65 9178 1105.

## Book or order directly

- Book: https://www.sevenrooms.com/explore/caffefernet/reservations/create/search (through sevenrooms acting for the business)
- Menu: https://www.caffefernet.sg/menu

## Opening hours

Mo-Th 12:00-24:00; Fr 12:00-02:00;Sa 12:00-02:00;Su 11:00-17:00

## About

- Website: https://www.caffefernet.sg/
- 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 (LocalBusiness).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking through sevenrooms on your own domain.** No marketplace commission, and the guest stays yours.
- **SevenRooms lets agents act only through its partners.** SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them.

## Where it stands
22 of 236 in Singapore cafes and bars. Top 9% 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 | 96% | yes |
| Publish the menu or price list as HTML | 79% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 17% | no |
| Have an llms.txt | 50% | no |

Nearest places in the index: Kinki (B, 15 m, https://directindex.org/r/kinki.com.sg); Harry's (The Sail) (B, 205 m, https://directindex.org/r/harrys.com.sg); Tanamera Coffee (D, 242 m, https://directindex.org/r/tanameracoffee.co.id); LeVel33 (C, 267 m, https://directindex.org/r/level33.com.sg); Boulevard (F, 288 m, https://directindex.org/r/boulevard.sg); BreadTalk (F, 308 m, https://directindex.org/r/breadtalk.com); Old Tea Hut (B, 320 m, https://directindex.org/r/oldteahut.com); Dimbulah (Market Street) (C, 330 m, https://directindex.org/r/dimbulahcoffee.com); The Black Swan (D, 366 m, https://directindex.org/r/theblackswan.com.sg); The Salad Shop (C, 412 m, https://directindex.org/r/thesaladshop.com.sg).

## 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 Squarespace 65% (47% A or B, 7027 sites); Sites using SevenRooms 71% (53% A or B, 664 sites); This site 81.3%.

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

## Businesses like Caffe Fernet in Singapore cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Singapore cafes and bars | 236 | 48% | 30% | 81.3% |
| Built with Squarespace in Singapore cafes and bars | 21 | 73% | 67% | 81.3% |
| Using SevenRooms in Singapore cafes and bars | 7 | 70% | 57% | 81.3% |
| Built with Squarespace and using SevenRooms in Singapore cafes and bars | 3 | 74% | 67% | 81.3% |

The best of Using SevenRooms in Singapore cafes and bars: BQ Bar (A 87.5%, https://directindex.org/r/bqbar.com); CÉ LA VI (B 78.8%, https://directindex.org/r/celavi.com); The Dempsey Cookhouse and Bar (B 73.8%, https://directindex.org/r/comoepicurean.com); 28 Hongkong Street (C 60%, https://directindex.org/r/28hks.com); LeVel33 (C 55.8%, https://directindex.org/r/level33.com.sg).

With the fix above (Structured data is incomplete) the score would be about 90%: 4th of 236 in Singapore cafes and bars, up from 22nd.

## The direct record
What agents get for Caffe Fernet, as JSON: https://directindex.org/api/direct/caffefernet.sg
- Book: https://www.sevenrooms.com/explore/caffefernet/reservations/create/search (vendor on own site: SevenRooms; verified direct, 2026-10-14)
- Order: none on record
- Menu: https://www.caffefernet.sg/menu (html_page; from the scan)
- Hours: Mo-Th 12:00-24:00; Fr 12:00-02:00;Sa 12:00-02:00;Su 11:00-17:00 (closed now) (from OpenStreetMap)
- Phone: +65 9178 1105
- Stable links that count: https://directindex.org/go/caffefernet.sg/book, https://directindex.org/go/caffefernet.sg/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
- Vendor terms for agents, SevenRooms: Partners only. SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 25 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/caffefernet.sg
- 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/caffefernet.sg/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=caffefernet.sg&force=1