The Direct Index
Report · Kuala Lumpur cafes and bars · scanned 2026-10-22

Opium KL

opiumkl.com is partly visible to agents.

Listed by Overture Maps.

BookOrderMenuCallWebsite

Ways to reach Opium KL directly, with no marketplace in between. Checked 2026-10-22. On the business's own site. Report a mistake

50 Changkat Bukit Bintang, 50200, Kuala Lumpur · 03-2142 5670

Nearby, also direct

Places near Opium KL 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 Opium KL's website. It can read what Opium KL offers. It finds a way to book or order directly on the site.

56.9%

37 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

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 Kuala Lumpur cafes and bars and named 56 places. Opium KL wasn't one of them. See who was named →

Where it stands

How Opium KL compares

Where it stands

133 of 436 in Kuala Lumpur cafes and bars

Top 31% of the sites scanned in this index. Just above: Fudtec Marketing Solutions C, Medal Mad Cafe C. Just below: Parkview Cafe C, Penguin Specialty Coffee C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain89%yes
Publish the menu or price list as HTML50%yes
Let AI crawlers in (no block at the server or in robots.txt)96%no
Structured data with address, phone and hours24%no
Have an llms.txt37%no

The top 10% are the 46 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
The Whisky Bar26 mCyes
The GoodFellas Kitchen + Bar31 mCno
Gypsy Bar84 mByes
Gravy Baby92 mCyes
Dravidian Bar and Kitchen105 mFno
The Rabbit Hole155 mCno
Havana168 mBno
Miss Coco breakfast206 mDno
Sedap Cafe Best of Malaysia at Bukit Bintang Kuala Lumpur249 mDno
Canvass KL255 mFno
Businesses like yours

Businesses like Opium KL in Kuala Lumpur cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kuala Lumpur cafes and bars43644%14%56.9%

The best of the businesses of the same kind in Kuala Lumpur cafes and bars

Shisha Lounge A 100% · Fishee Coffee A 90.8% · Poppy Kat A 90.8% · SANTAI Pool Bar and Lounge A 90.8% · Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil A 89.7%

After the top fixes

With the two fixes above (No structured data for the business; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 2nd of 436 in Kuala Lumpur cafes and bars, up from 133rd.

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. The server turns AI crawlers away at the door +10 points

    Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (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

  3. 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 Kuala Lumpur 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.
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Booking on your own site Agents can book without going through a marketplace.
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: unknown · contact page /cat/can-yin-contact-us.html: nothing new; menu page /cat/can-yin-menus.html: nothing new; booking page /cat/can-yin-reservations.html: 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 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": "Opium KL",
  "url": "http://opiumkl.com",
  "telephone": "03-2142 5670",
  "address": "50 Changkat Bukit Bintang, 50200, Kuala Lumpur",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.147357562768869,
    "longitude": 101.70830952676177
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opiumkl.com/cat/can-yin-reservations.html",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opiumkl.com/wayback-cafe-menu-popular-dishes-prices-and-what-to-order-first.html",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Opium KL

> local business in 50 Changkat Bukit Bintang, 50200, Kuala Lumpur, Kuala Lumpur cafes and bars. Phone 03-2142 5670.

## Book or order directly

- Book: https://www.opiumkl.com/cat/can-yin-reservations.html (on the business's own site)
- Order: https://www.opiumkl.com/wayback-cafe-menu-popular-dishes-prices-and-what-to-order-first.html (on the business's own site)
- Menu: https://www.opiumkl.com/cat/can-yin-menus.html

## About

- Website: http://opiumkl.com
- 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 C

<a href="https://directindex.org/r/opiumkl.com"><img src="https://directindex.org/badge/opiumkl.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 Opium KL

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/opiumkl.com, through the MCP tool direct_record and in the city feed /city/kuala-lumpur-cafes-bars/direct.json.

PathLinkStatus
Bookwww.opiumkl.com/cat/can-yin-reservations.html own sitefound by the scan of 2026-10-22, not yet tested
Orderwww.opiumkl.com/wayback-cafe-menu-popular-dishes-prices-and- own sitefound by the scan of 2026-10-22, not yet tested
Menuwww.opiumkl.com/cat/can-yin-menus.html html_pagefrom the scan
Hoursnone on record
Phone03-2142 5670

Stable links that count: /go/opiumkl.com/book, /go/opiumkl.com/order, /go/opiumkl.com/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
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/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