# Fat Prince: Agent-Direct Score A (90.8%)

Site: http://www.fatprincesg.com
Report: https://directindex.org/r/fatprincesg.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Fat Prince is ready for agents.
An AI assistant can open Fat Prince's website. It can read what Fat Prince offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.fatprincesg.com/book-table-singapore (on the business's own site)
- Menu: https://www.fatprincesg.com/menu-middle-eastern-singapore
- Phone: +6531297547

## Nearby, also direct
Places near Fat Prince that take a booking or an order on their own website, with no marketplace in between.
- Story One Korean Cuisine (40 m): https://directindex.org/r/storyonekorean.com
- Ushidoki Wagyu Kaiseki (50 m): https://directindex.org/r/ushidoki.com
- Revolver (70 m): https://directindex.org/r/revolver.com.sg
- Cumi Bali (70 m): https://directindex.org/r/cumibali.com
- Latido (80 m): https://directindex.org/r/latido.sg

## What to fix first
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Fat Prince",
  "url": "http://www.fatprincesg.com",
  "telephone": "+6531297547",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.2779646,
    "longitude": 103.8449081
  },
  "acceptsReservations": "https://www.fatprincesg.com/book-table-singapore",
  "hasMenu": "https://www.fatprincesg.com/menu-middle-eastern-singapore",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.fatprincesg.com/book-table-singapore",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## 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 (Restaurant).** no address, phone or hours in it
- **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
126 of 2549 in Singapore. Top 5% 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 | 97% | yes |
| Publish the menu or price list as HTML | 89% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 55% | no |
| Have an llms.txt | 49% | yes |

Nearest places in the index: Story One Korean Cuisine (B, 38 m, https://directindex.org/r/storyonekorean.com); Pulsii French Bistro (C, 50 m, https://directindex.org/r/pulsii.com.sg); Ushidoki Wagyu Kaiseki (C, 54 m, https://directindex.org/r/ushidoki.com); Hiryu (D, 58 m, https://directindex.org/r/hiryu.sg); Chef’s Table (B, 60 m, https://directindex.org/r/chefstable.sg); Revolver (B, 69 m, https://directindex.org/r/revolver.com.sg); Cumi Bali (B, 71 m, https://directindex.org/r/cumibali.com); Teppan Works (D, 73 m, https://directindex.org/r/teppanworks.sg); Latido (C, 75 m, https://directindex.org/r/latido.sg); Ki Su Shoujin Omakase (B, 75 m, https://directindex.org/r/kisu.com.sg).

## 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: "Brunch on Sunday for four. Where can I reserve?" (Claude)


Compared with its peers: Sites built with Wix 53% (30% A or B, 24646 sites); This site 90.8%.

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

## Named by Claude for "Brunch on Sunday for four. Where can I reserve?" in Singapore, October 2026
- "Brunch on Sunday for four. Where can I reserve?" (2026-10-18): Claude with a link to this site. https://directindex.org/city/singapore/recommended/brunch
Named by 1 of 3 assistants asked. Badge: https://directindex.org/badge/named/fatprincesg.com.svg

## Businesses like Fat Prince in Singapore

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Singapore | 2549 | 54% | 34% | 90.8% |
| Sites built with Wix in Singapore | 288 | 71% | 60% | 90.8% |

The best of the sites built with Wix in Singapore: Armoury Steaks and Craft Beer (A 100%, https://directindex.org/r/armourysteaks.com); Baci Baci Ristorante Italiano (A 100%, https://directindex.org/r/bacibacirestaurantsg.com); Chez Suzette Singapore (A 100%, https://directindex.org/r/chezsuzette.sg); Latteria (A 100%, https://directindex.org/r/casalatteria.com); Neon Pigeon (A 100%, https://directindex.org/r/neonpigeonsg.com).

With the fix above (Structured data is incomplete), the score would be about 100%, which would be first of 2,549 in Singapore.

## The direct record
What agents get for Fat Prince, as JSON: https://directindex.org/api/direct/fatprincesg.com
- Book: https://www.fatprincesg.com/book-table-singapore (own site; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: https://www.fatprincesg.com/menu-middle-eastern-singapore (html_page; from the scan)
- Hours: none on record
- Phone: +6531297547
- Stable links that count: https://directindex.org/go/fatprincesg.com/book, https://directindex.org/go/fatprincesg.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): yes
- 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 /book-table-singapore: booking via sevenrooms.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 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/fatprincesg.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: yes
- 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/fatprincesg.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/fatprincesg.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=fatprincesg.com&force=1