# Liang Yi Museum: Agent-Direct Score B (80%)

Site: http://www.liangyimuseum.com/en
Report: https://directindex.org/r/liangyimuseum.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.)
Liang Yi Museum is mostly ready for agents.
An AI assistant can open Liang Yi Museum's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.liangyimuseum.com/book-online (on the business's own site)
- Phone: +85228068280
- Address: 181, 199 Hollywood Rd, 000000, Hong Kong
- Languages: English, Chinese

## Nearby, also direct
Places near Liang Yi Museum that take a booking or an order on their own website, with no marketplace in between.
- Walk In Hong Kong 活現香港 (80 m): https://directindex.org/r/walkin.hk
- 網上明星行有限公司 (90 m): https://directindex.org/r/bengsengtravel.com
- Receptive Tour (140 m): https://directindex.org/r/pridetour.com.hk
- Luxe Travel Hong Kong (160 m): https://directindex.org/r/luxetravel.com.hk
- 明智遊記 (260 m): https://directindex.org/r/springtour.com

## What to fix first
- **No tickets and prices found.** (+7 points) Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: 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": "LocalBusiness",
  "name": "Liang Yi Museum",
  "url": "http://www.liangyimuseum.com/en",
  "telephone": "+85228068280",
  "address": "181, 199 Hollywood Rd, 000000, Hong Kong",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 22.28471775,
    "longitude": 114.14959086
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.liangyimuseum.com/book-online",
        "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 (LocalBusiness).** address, phone
- **Tickets on your own site.** Agents can buy tickets without going through a marketplace.

## Where it stands
4 of 417 in Hong Kong tours, attractions and museums. Top 1% 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 | 95% | yes |
| Publish the menu or price list as HTML | 10% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 88% | yes |
| Structured data with address, phone and hours | 7% | no |
| Have an llms.txt | 19% | yes |

Nearest places in the index: Walk In Hong Kong 活現香港 (B, 77 m, https://directindex.org/r/walkin.hk); Frontieres 56 Travel Ltd (D, 92 m, https://directindex.org/r/f56.com); 網上明星行有限公司 (C, 92 m, https://directindex.org/r/bengsengtravel.com); Receptive Tour (B, 136 m, https://directindex.org/r/pridetour.com.hk); Luxe Travel Hong Kong (C, 159 m, https://directindex.org/r/luxetravel.com.hk); 香港醫學博物館 Hong Kong Museum of Medical Sciences (F, 179 m, https://directindex.org/r/hkmms.org.hk); 香港新聞博覽館 Hong Kong News-Expo (F, 211 m, https://directindex.org/r/hkne.org.hk); Travelux Limited (D, 222 m, https://directindex.org/r/travelux.hk); 明智遊記 (C, 259 m, https://directindex.org/r/springtour.com); Hong Kong Foodie Tasting Tours (B, 265 m, https://directindex.org/r/hongkongfoodietours.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.


Compared with its peers: Sites built with Wix 52% (29% A or B, 19855 sites); This site 80%.

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

## Businesses like Liang Yi Museum in Hong Kong tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Hong Kong tours, attractions and museums | 417 | 40% | 5% | 80% |
| Sites built with Wix in Hong Kong tours, attractions and museums | 28 | 48% | 4% | 80% |

The best of the sites built with Wix in Hong Kong tours, attractions and museums: Allied Express Travel (C 60%, https://directindex.org/r/alliedexpresstravel.com); FUN PALAU Holiday Limited 百悅假期 (C 60%, https://directindex.org/r/fun-palau.com); La Culture (C 60%, https://directindex.org/r/laculture.com.hk); 大澳澳悠遊 (C 60%, https://directindex.org/r/oyoyotaio.com); 峴港旅遊活動中心 Danang Local Tour (C 60%, https://directindex.org/r/dananglocaltour.com).

With the two fixes above (No tickets and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 417 in Hong Kong tours, attractions and museums.

## The direct record
What agents get for Liang Yi Museum, as JSON: https://directindex.org/api/direct/liangyimuseum.com
- Book: https://www.liangyimuseum.com/book-online (own site; found by the scan of 2026-10-20, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +85228068280
- Stable links that count: https://directindex.org/go/liangyimuseum.com/book

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 12 | 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/liangyimuseum.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/liangyimuseum.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/liangyimuseum.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=liangyimuseum.com&force=1