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

BIGPACK Cafe

bigpack.com is partly visible to agents.

Listed by Overture Maps.

OrderCallWebsite

Ways to reach BIGPACK Cafe directly, with no marketplace in between. Checked 2026-10-20. On the business's own site. Report a mistake

215, THE FOREST, 17 Nelson Street, 000000, Kowloon · +85223885408

Nearby, also direct

Places near BIGPACK Cafe 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 BIGPACK Cafe'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.

61.5%

40 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

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.

Where it stands

How BIGPACK Cafe compares

Where it stands

146 of 701 in Hong Kong cafes and bars

Top 21% of the sites scanned in this index. Just above: 2046 Wine C, Affee C. Just below: Bakery Café by Maxim's C, Bean Belt Coffee C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain93%yes
Publish the menu or price list as HTML47%no
Let AI crawlers in (no block at the server or in robots.txt)96%yes
Structured data with address, phone and hours22%no
Have an llms.txt56%yes

The top 10% are the 72 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Shopify 6,116 sites47%26%61.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
康和堂117 mByes
Co Co Duck Bar146 mFno
Knockbox Coffee Company155 mByes
J-Point 全日點190 mFno
Black Sugar Coffee & Lifestyle coffee_shop219 mDno
Lam Heung Ling Lemon Tea (Mong Kok)240 mFno
水墨青花267 mDno
Tsukimi Japan291 mByes
Focus Darts & Bar306 mFno
Freshtea By Happylemon319 mFno
Businesses like yours

Businesses like BIGPACK Cafe in Hong Kong cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Hong Kong cafes and bars70144%15%61.5%
Sites built with Shopify in Hong Kong cafes and bars10659%27%61.5%

The best of the sites built with Shopify in Hong Kong cafes and bars

Crushed Wines B 84.6% · KOKO Coffee Roasters B 84.6% · Stubborn Coffee B 84.6% · Yee On Tea Co. B 84.6% · La Cabane Wine Bistro B 81.3%

After the top fixes

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 4th of 701 in Hong Kong cafes and bars, up from 146th.

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 (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. 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. 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 cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.

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.
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: shopify · Front: cloudflare · contact page /pages/brand-philosophy: nothing new; booking page /collections/expedition-gears: nothing new

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 shopify.

Where to paste it on Shopify: Online Store, then the three-dot menu on the theme, then Edit code; paste it in the theme's layout file, inside the head. 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": "BIGPACK Cafe",
  "url": "http://www.bigpack.com/",
  "telephone": "+85223885408",
  "address": "215, THE FOREST, 17 Nelson Street, 000000, Kowloon",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 22.31868538,
    "longitude": 114.17157698
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.bigpack.com/collections/expedition-gears",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
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 C

<a href="https://directindex.org/r/bigpack.com"><img src="https://directindex.org/badge/bigpack.com.svg" alt="Agent-Direct Score C" 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 BIGPACK Cafe

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/bigpack.com, through the MCP tool direct_record and in the city feed /city/hong-kong-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Orderwww.bigpack.com/collections/expedition-gears own sitefound by the scan of 2026-10-20, not yet tested
Menunone on record
Hoursnone on record
Phone+85223885408

Stable links that count: /go/bigpack.com/order 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
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
Agent readiness

Level 1 of 5, Basic Web Presence

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.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownyes
llms.txtyes
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryyes
OAuth protected resource metadatayes
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageyes
JSON-LD for the businessno