The Direct Index
Report · Hong Kong · scanned 2026-10-20

Lung Moon Seafood Restaurant

lungmun.com.hk is largely invisible to agents.

Listed by Overture Maps.

MenuCallWebsite

Ways to reach Lung Moon Seafood Restaurant directly, with no marketplace in between. Checked 2026-10-20. Report a mistake

West, 20-22 Lei Yue Mun Hoi Pong Rd Central, , Kowloon · +85227179886

Nearby, also direct

Places near Lung Moon Seafood Restaurant that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

Some AI assistants are turned away by Lung Moon Seafood Restaurant's website. It can read what Lung Moon Seafood Restaurant offers. It can't find a link to book or order online.

31.2%

20.3 of 65 points available

0/5

agent-readiness level, Not Ready

6

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

What the site tells visitors Measured, not scored

These don't change the grade.

The footer says © 2015.

Visitors and assistants may read that year as the last time anyone looked after the site. In Hong Kong, 69% of comparable sites that show a year say 2025 or later.

Every city compared →
No English version declared.

Visitors from abroad, and assistants answering in English, read the page as it is. In Hong Kong, 29% of comparable sites declare one.

Every city compared →
Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

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. Lung Moon Seafood Restaurant wasn't one of them. See who was named →

Where it stands

How Lung Moon Seafood Restaurant compares

Where it stands

1,131 of 1,491 in Hong Kong

Top 76% of the sites scanned in this index. Just above: 香港循理會 - 良膳廚坊 F, Hungry Korean F. Just below: 深井 能記燒鵝 F, Amber's Table Hong Kong F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain87%no
Publish the menu or price list as HTML75%yes
Let AI crawlers in (no block at the server or in robots.txt)92%no
Structured data with address, phone and hours25%no
Have an llms.txt43%no

The top 10% are the 153 highest-scoring reachable sites in the index at the last update.

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
海德花園酒家 chinese157 mDno
金東大粉麵 chinese1.4 kmCyes
中國基督教播道會太古城堂 chinese2.3 kmDno
Bravo HK Kitchen chinese2.4 kmFno
金禾田餐廳 chinese2.8 kmCyes
南苑美食 chinese2.8 kmCyes
小木屋之自悠廚房 chinese2.8 kmFno
張公子 chinese2.9 kmDno
Viet Lime chinese2.9 kmFno
聘珍樓 Heichinrou chinese3.0 kmCyes
Businesses like yours

Businesses like Lung Moon Seafood Restaurant in Hong Kong

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Hong Kong1,49145%17%31.2%

The best of the businesses of the same kind in Hong Kong

Eatology A 100% · Porterhouse A 100% · The Den A 100% · Village Indian and Malaysian Restaurant A 100% · 鏞記酒家 Yung Kee Restaurant A 100%

After the top fixes

With the three fixes above (No structured data for the business; No booking or ordering link on the website; The server turns AI crawlers away at the door), the score would be about 87.7%. That would be 41st of 1,491 in Hong Kong, up from 1131st.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. No structured data for the business +15 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. How to fix it

  2. No booking or ordering link on the website +15 points

    There's no link on the site for an agent to follow. 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 on your own domain. How to fix it

  3. The server turns AI crawlers away at the door +6.7 points

    Requests as GPTBot (http_403), ClaudeBot (http_403) 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. How to fix it

  4. No working HTTPS +3 points

    The page is only served over plain http. Browsers and agents rank it lower or refuse it.

  5. Almost no text without JavaScript +2 points

    Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. How to fix it

  6. 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. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Hong Kong. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in There's no robots.txt, which means everything is allowed.
  • Menu or price list is an HTML page Agents can read the items and prices.

Builder: unknown · Front: cloudflare · contact page /about.html: nothing new; menu page /menu.html: almost no text without JavaScript; almost no text without JavaScript; Cloudflare in front; AI crawlers blocked at the edge

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.

Show the code 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. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Lung Moon Seafood Restaurant",
  "url": "http://www.lungmun.com.hk/",
  "telephone": "+85227179886",
  "address": "West, 20-22 Lei Yue Mun Hoi Pong Rd Central, , Kowloon",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 22.29030571,
    "longitude": 114.23801156
  }
}
</script>

llms.txt

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

# Lung Moon Seafood Restaurant

> local business (chinese) in West, 20-22 Lei Yue Mun Hoi Pong Rd Central, , Kowloon, Hong Kong. Phone +85227179886.

## Book or order directly

- Menu: http://www.lungmun.com.hk/menu.html

## About

- Website: http://www.lungmun.com.hk/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

Rescan now · Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score F

<a href="https://directindex.org/r/lungmun.com.hk"><img src="https://directindex.org/badge/lungmun.com.hk.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Lung Moon Seafood Restaurant

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/lungmun.com.hk, through the MCP tool direct_record and in the city feed /city/hong-kong/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuwww.lungmun.com.hk/menu.html html_pagefrom the scan
Hoursnone on record
Phone+85227179886

Stable links that count: /go/lungmun.com.hk/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

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

Found one hop past the home page: menu page /menu.html: almost no text without JavaScript.

Agent readiness

Level 0 of 5, Not Ready

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlno how
AI bot rules in robots.txtno how
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno