# Above and Beyond: Agent-Direct Score C (69.2%)

Site: http://www.hotel-icon.com/dining/above-beyond
Report: https://directindex.org/r/hotel-icon.com
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Above and Beyond is partly visible to agents.
An AI assistant can open Above and Beyond's website. What Above and Beyond offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://dining.hotel-icon.com/en/reservation/?rid=107 (on the business's own site)
- Order directly: https://www.hotel-icon.com/dining/icon-takeaway-service (on the business's own site)
- Menu: https://www.hotel-icon.com/public/dine/ab/ab-set-lunch-menu.pdf
- Phone: +85234001318
- Address: 28/F, 17 Science Museum Rd, 000000, Kowloon
- Languages: English, Japanese, Korean, Russian, Chinese

## Nearby, also direct
Places near Above and Beyond that take a booking or an order on their own website, with no marketplace in between.
- 香香宮煮 (670 m): https://directindex.org/r/tastyhotpotpalace.com
- 新東記火鍋 (680 m): https://directindex.org/r/sontungkee.com

## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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
- **The phone number on the site doesn't match the open map data.** The site shows +85234001000, but OpenStreetMap or Overture Maps lists +85234001318. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "LocalBusiness",
  "name": "Above and Beyond",
  "url": "http://www.hotel-icon.com/dining/above-beyond",
  "telephone": "+85234001318",
  "address": "28/F, 17 Science Museum Rd, 000000, Kowloon",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 22.30084186,
    "longitude": 114.17970786
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://dining.hotel-icon.com/en/reservation/?rid=107",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.hotel-icon.com/dining/icon-takeaway-service",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Above and Beyond

> local business (chinese) in 28/F, 17 Science Museum Rd, 000000, Kowloon, Hong Kong. Phone +85234001318.

## Book or order directly

- Book: https://dining.hotel-icon.com/en/reservation/?rid=107 (on the business's own site)
- Order: https://www.hotel-icon.com/dining/icon-takeaway-service (on the business's own site)
- Menu: https://www.hotel-icon.com/public/dine/ab/ab-set-lunch-menu.pdf

## About

- Website: http://www.hotel-icon.com/dining/above-beyond
- 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.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
261 of 1491 in Hong Kong. Top 18% 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 | 87% | yes |
| Publish the menu or price list as HTML | 75% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes |
| Structured data with address, phone and hours | 25% | no |
| Have an llms.txt | 43% | no |

Nearest places with a similar menu: Palace Wedding Banquet Specialist 煌府婚宴專門店 (D, 315 m, https://directindex.org/r/palace-rest.com.hk); 新竹園軒 (B, 399 m, https://directindex.org/r/newbbg.com); 黃霏莉中醫師 (F, 505 m, https://directindex.org/r/hkucm.com.hk); Come-Into Chiuchow Restaurant (F, 558 m, https://directindex.org/r/come-into.com.hk); 天澄閣中菜廳 (D, 584 m, https://directindex.org/r/chr.com.hk); 海底撈火鍋 Haidilao Hot Pot (F, 647 m, https://directindex.org/r/haidilao-inc.com); 四川辣妹子 (D, 657 m, https://directindex.org/r/spicegirlsrestaurant.com); 香香宮煮 (C, 667 m, https://directindex.org/r/tastyhotpotpalace.com); 新東記火鍋 (B, 683 m, https://directindex.org/r/sontungkee.com); 鮮味蒸滾鍋（尖沙咀店） (D, 689 m, https://directindex.org/r/hkhls.com).

## 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.

The assistants were asked 12 everyday questions about Hong Kong and named 87 places. Above and Beyond wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended


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

## Businesses like Above and Beyond in Hong Kong

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Hong Kong | 1491 | 45% | 17% | 69.2% |

The best of the businesses of the same kind in Hong Kong: Eatology (A 100%, https://directindex.org/r/eatologyasia.com); Porterhouse (A 100%, https://directindex.org/r/lkfconcepts.com); The Den (A 100%, https://directindex.org/r/thedenhk.com); Village Indian and Malaysian Restaurant (A 100%, https://directindex.org/r/saikungvillage.com); 鏞記酒家 Yung Kee Restaurant (A 100%, https://directindex.org/r/yungkee.com.hk).

With the two fixes above (No structured data for the business; Menu or price list is a PDF), the score would be about 95.4%. That would be 7th of 1,491 in Hong Kong, up from 261st.

## The direct record
What agents get for Above and Beyond, as JSON: https://directindex.org/api/direct/hotel-icon.com
- Book: https://dining.hotel-icon.com/en/reservation/?rid=107 (own site; found by the scan of 2026-10-20, not yet tested)
- Order: https://www.hotel-icon.com/dining/icon-takeaway-service (own site; found by the scan of 2026-10-20, not yet tested)
- Menu: https://www.hotel-icon.com/public/dine/ab/ab-set-lunch-menu.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +85234001318
- Stable links that count: https://directindex.org/go/hotel-icon.com/book, https://directindex.org/go/hotel-icon.com/order, https://directindex.org/go/hotel-icon.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 5 | 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/hotel-icon.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

Keep watching this business (https://directindex.org/r/hotel-icon.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/hotel-icon.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=hotel-icon.com&force=1