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

Balcony

pandahotel.com.hk is hard for agents to use.

Listed by Overture Maps.

MenuCallWebsite

Ways to reach Balcony directly, with no marketplace in between. Checked 2026-10-20. Report a mistake

Panda Florist, 3 Quan HuaJie, New Territories · +85224093226

Its menu mentions: a lunch or set menu

Languages: English

Nearby, also direct

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

Owners

The website's grade

An AI assistant can open Balcony's website. It can read what Balcony offers. It finds a way to book or order directly, through bit.ly.

53.8%

35 of 65 points available

0/5

agent-readiness level, Not Ready

4

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 →

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 89 places. Balcony wasn't one of them. See who was named →

Where it stands

How Balcony compares

Where it stands

545 of 1,480 in Hong Kong

Top 37% of the sites scanned in this index. Just above: Anjappar Chettinad Indian Restaurant D, Atum Restaurant D. Just below: Chueca D, Gonpachi D.

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%yes
Structured data with address, phone and hours26%no
Have an llms.txt43%no

The top 10% are the 152 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Webflow 6,169 sites57%23%53.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Sang Kee Seafood Restaurant seafood25 mFno
Azooms korean292 mByes
A-1 Bakery & Cafe328 mFno
民間手藝331 mFno
手作之店375 mFno
銀龍粉麵茶餐廳 Ngan Lung Restaurant402 mFno
翠華餐廳 Tsui Wah Restaurant cantonese411 mFno
Friends of Years 素年 western423 mCno
一品雞煲火鍋459 mCyes
寵物茶餐廳 PETS Restaurant483 mCyes
Businesses like yours

Businesses like Balcony in Hong Kong

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Hong Kong1,48046%18%53.8%
Sites built with Webflow in Hong Kong1657%6%53.8%

The best of the sites built with Webflow in Hong Kong

375 Chicken ‘n Fries B 83.8% · Chachawan C 66.2% · The Diplomat C 66.2% · 添好運 Tim Ho Wan C 66.2% · La Rambla By Catalunya C 64.6%

After the top fixes

With the three fixes above (No structured data for the business; Booking through an unrecognised third party; No working HTTPS), the score would be about 95.4%. That would be 7th of 1,480 in Hong Kong, up from 545th.

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. Booking through an unrecognised third party +9 points

    Check that the provider keeps your business as the seller of record. How to fix it

  3. No working HTTPS +3 points

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

  4. 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.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Menu or price list is an HTML page Agents can read the items and prices.

Builder: webflow · contact page /zh/contact-us: nothing new; menu page /zh/promotions/dining-promotions/valuable-set-lunch-menu/: booking link (other)

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 webflow.

Where to paste it on Webflow: the site's custom code settings, in the head code field. the official help page.

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": "Balcony",
  "url": "http://www.pandahotel.com.hk/zh/",
  "telephone": "+85224093226",
  "address": "Panda Florist, 3 Quan HuaJie, New Territories",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 22.368966,
    "longitude": 114.120804
  }
}
</script>

llms.txt

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

# Balcony

> local business (european) in Panda Florist, 3 Quan HuaJie, New Territories, Hong Kong. Phone +85224093226.

## Book or order directly

- Menu: http://www.pandahotel.com.hk/zh/promotions/dining-promotions/valuable-set-lunch-menu/

## About

- Website: http://www.pandahotel.com.hk/zh/
- 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.

· 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 D

<a href="https://directindex.org/r/pandahotel.com.hk"><img src="https://directindex.org/badge/pandahotel.com.hk.svg" alt="Agent-Direct Score D" 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 Balcony

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/pandahotel.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.pandahotel.com.hk/zh/promotions/dining-promotions/valuab html_pagefrom the scan
Hoursnone on record
Phone+85224093226

Stable links that count: /go/pandahotel.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 /zh/promotions/dining-promotions/valuable-set-lunch-menu/: booking link (other).

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.xmlyes
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