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

BREF by Darren Chin

bref-kl.com is partly visible to agents.

Listed by Overture Maps.

BookMenuCallWebsite

Ways to reach BREF by Darren Chin directly, with no marketplace in between. Checked 2026-10-22. Through inline acting for the business. Report a mistake

26, Lorong Datuk Sulaiman 1, 60000, Kuala Lumpur · +60377324406

Nearby, also direct

Places near BREF by Darren Chin 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 BREF by Darren Chin's website. What BREF by Darren Chin offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through inline.

60%

39 of 65 points available

0/5

agent-readiness level, Not Ready

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 and named 62 places. BREF by Darren Chin wasn't one of them. See who was named →

Where it stands

How BREF by Darren Chin compares

Where it stands

357 of 967 in Kuala Lumpur

Top 37% of the sites scanned in this index. Just above: Yun Nans (云海肴) C, Bangkok Connection Thai Fun Bistro C. Just below: BREF by Darren Chin (M Resort Hotel) C, Ciao Ristorante 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 HTML81%no
Let AI crawlers in (no block at the server or in robots.txt)92%yes
Structured data with address, phone and hours35%no
Have an llms.txt25%no

The top 10% are the 99 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites using inline 121 sites65%30%60%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Gai by Darren Chin4 mCyes
Vin's Restaurant82 mCyes
7-Eleven Cafe766 mDno
paperfish806 mBno
Homst Restaurant chinese812 mDno
Cafe Chef Wan TTDI malaysian816 mAyes
DC Restaurant french826 mDno
Betawi Indonesian Cuisine (TTDI) indonesian829 mDno
Puzzini Swedish Pizza pizza858 mAyes
LOL - laksaohlaksa Food Truck858 mAyes
Businesses like yours

Businesses like BREF by Darren Chin in Kuala Lumpur

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kuala Lumpur96749%22%60%
Sites using inline in Kuala Lumpur3269%56%60%

The best of the sites using inline in Kuala Lumpur

Fire Izakaya A 89.2% · ROCKU Yakiniku A 89.2% · Cafe Chef Wan TTDI A 86.2% · Director's Cut B 81.5% · Cielo Rooftop - Dining and Lounge B 80%

After the top fixes

With the two fixes above (No structured data for the business; Menu or price list is a PDF), the score would be about 87.7%. That would be 39th of 967 in Kuala Lumpur, up from 357th.

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. Menu or price list is a PDF +3 points

    Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. 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. 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.
  • Booking through inline on your own domain There's no marketplace commission, and the customer stays yours.

Builder: unknown

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": "BREF by Darren Chin",
  "url": "http://www.bref-kl.com/",
  "telephone": "+60377324406",
  "address": "26, Lorong Datuk Sulaiman 1, 60000, Kuala Lumpur",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.14865093,
    "longitude": 101.62981878
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://inline.app/booking/-Oo8U838l8ekiV31mbOp:inline-live-4/-Oo8U89Q6lkjfHlPEs45",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>

llms.txt

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

# BREF by Darren Chin

> local business in 26, Lorong Datuk Sulaiman 1, 60000, Kuala Lumpur, Kuala Lumpur. Phone +60377324406.

## Book or order directly

- Book: https://inline.app/booking/-Oo8U838l8ekiV31mbOp:inline-live-4/-Oo8U89Q6lkjfHlPEs45 (through inline acting for the business)
- Menu: https://www.bref-kl.com/menus/BREF%20Q3%20Menu.pdf

## About

- Website: http://www.bref-kl.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/bref-kl.com"><img src="https://directindex.org/badge/bref-kl.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 BREF by Darren Chin

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/bref-kl.com, through the MCP tool direct_record and in the city feed /city/kuala-lumpur/direct.json.

PathLinkStatus
Bookinline.app/booking/-Oo8U838l8ekiV31mbOp:inline-live-4/-Oo8U8 vendor on own site: inlinefound by the scan of 2026-10-22, not yet tested
Ordernone on record
Menuwww.bref-kl.com/menus/BREF%20Q3%20Menu.pdf pdffrom the scan
Hoursnone on record
Phone+60377324406

Stable links that count: /go/bref-kl.com/book, /go/bref-kl.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
Vendor terms for agents
inline, read
Not stated

The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. About inline · all vendors.

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