# The Penthouse: Agent-Direct Score D (50.3%)

Site: http://www.nathanhotel.com/tc/dining/#2
Report: https://directindex.org/r/nathanhotel.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.)
The Penthouse is hard for agents to use.
Some AI assistants are turned away by The Penthouse's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

## Direct links
- Phone: +85227801645
- Address: Nathan Hotel, 15/F, 000000, Kowloon
- Languages: English, Chinese

## Nearby, also direct
Places near The Penthouse that take a booking or an order on their own website, with no marketplace in between.
- 逸東軒 Yat Tung Heen (20 m): https://directindex.org/r/yattungheen.com
- Chinese Prestige Time 中華國表 (270 m): https://directindex.org/r/yuehwa.com

## What to fix first
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing

## 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": "Organization",
  "name": "The Penthouse",
  "url": "http://www.nathanhotel.com/tc/dining/#2",
  "telephone": "+85227801645",
  "address": "Nathan Hotel, 15/F, 000000, Kowloon",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 22.30779983,
    "longitude": 114.17159973
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (Organization).** no address, phone or hours in it

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

Nearest places with a similar menu: 逸東軒 Yat Tung Heen (A, 24 m, https://directindex.org/r/yattungheen.com); Budaoweng Hotpot Cuisine (F, 260 m, https://directindex.org/r/bdw.com.hk); Chinese Prestige Time 中華國表 (C, 270 m, https://directindex.org/r/yuehwa.com); 雙魚茶館 (D, 316 m, https://directindex.org/r/sheungyutea.com); 嘉多莉餐廳 (F, 341 m, https://directindex.org/r/kardoly.com); 華興行大閘蟹專門店 (C, 404 m, https://directindex.org/r/wahhinghong.hk); 牛皇海鮮火鍋小菜館 (F, 415 m, https://directindex.org/r/hkbeefking.com); Kam Yee Siu (D, 524 m, https://directindex.org/r/kamyeesiu.co); 香港中華基督教青年會 Chinese YMCA of Hong Kong - YM Motion (F, 550 m, https://directindex.org/r/ymca.org.hk); 四川辣妹子 (D, 606 m, https://directindex.org/r/spicegirlsrestaurant.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. The Penthouse wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended


Compared with its peers: Sites built with WordPress 58% (29% A or B, 108921 sites); This site 50.3%.

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

## Businesses like The Penthouse in Hong Kong

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Hong Kong | 1491 | 45% | 17% | 50.3% |
| Sites built with WordPress in Hong Kong | 298 | 54% | 22% | 50.3% |

The best of the sites built with WordPress in Hong Kong: Eatology (A 100%, https://directindex.org/r/eatologyasia.com); 鏞記酒家 Yung Kee Restaurant (A 100%, https://directindex.org/r/yungkee.com.hk); Cantina (A 95.4%, https://directindex.org/r/cantina.com.hk); Dim Sum Library (A 95.4%, https://directindex.org/r/dimsumlibrary.com.hk); Hutong (A 95.4%, https://directindex.org/r/hutong.com.hk).

With the three fixes above (No booking or ordering link on the website; No menu or price list found; Structured data is incomplete), the score would be about 90.3%. That would be 31st of 1,491 in Hong Kong, up from 647th.

## The direct record
What agents get for The Penthouse, as JSON: https://directindex.org/api/direct/nathanhotel.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +85227801645

## 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 | 21.7 | 25 |
| Readable | 9 | 25 |
| Actionable | 2 | 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/nathanhotel.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: yes
- OAuth protected resource metadata: yes
- 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/nathanhotel.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/nathanhotel.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=nathanhotel.com&force=1