The Direct Index
Report · Kuala Lumpur dentists, clinics and vets · scanned 2026-10-22

Lim & Partners Dental Clinic

limpdc.com.my is partly visible to agents.

Listed by Overture Maps.

BookCallWebsite

Ways to reach Lim & Partners Dental Clinic directly, with no marketplace in between. Checked 2026-10-22. On the business's own site. Report a mistake

77-2, Jalan Radin Bagus, Bandar Baru, 57000, Petaling · +60122490602

Nearby, also direct

Places near Lim & Partners Dental Clinic 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 Lim & Partners Dental Clinic'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.

63.1%

41 of 65 points available

1/5

agent-readiness level, Basic Web Presence

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 Kuala Lumpur dentists, clinics and vets and named 60 places. Lim & Partners Dental Clinic wasn't one of them. See who was named →

Where it stands

How Lim & Partners Dental Clinic compares

Where it stands

83 of 359 in Kuala Lumpur dentists, clinics and vets

Top 23% of the sites scanned in this index. Just above: Klinik Medilove Kepong C, Klinik Pergigian Ancasa C. Just below: Medilink Healthcare C, Menara ALTY C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain95%yes
Publish the menu or price list as HTML3%no
Let AI crawlers in (no block at the server or in robots.txt)86%yes
Structured data with address, phone and hours24%no
Have an llms.txt27%no

The top 10% are the 37 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with WordPress 224,455 sites55%24%63.1%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Introspect Specialist Clinic193 mDno
Icon Dental202 mCno
Neo Smile Dental Clinic339 mCno
LeSmile Dental Clinic Sri Petaling | Tooth Implant & Invisalign Dentistry360 mCno
Lau Dental Clinic and Surgery439 mFno
Klinik Pergigian E.L.Lim Dental Surgery527 mByes
Drs. Wong & Partners Dental Surgeons650 mByes
Drs Wong and Partners Dental Surgeons1.1 kmFno
Crucial Rehab Physiotherapy and Stroke Rehabilitation1.3 kmByes
Klinik Medic 3601.4 kmCno
Businesses like yours

Businesses like Lim & Partners Dental Clinic in Kuala Lumpur dentists, clinics and vets

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kuala Lumpur dentists, clinics and vets35949%16%63.1%
Sites built with WordPress in Kuala Lumpur dentists, clinics and vets18356%25%63.1%

The best of the sites built with WordPress in Kuala Lumpur dentists, clinics and vets

My Bowen Therapy A 87.7% · Fresh Dental Care | Dental Clinic Kepong 甲洞牙医诊所 B 84.6% · Klinik Azurose B 84.6% · Klinik Pergigian E.L.Lim Dental Surgery B 84.6% · SpringHill Clinic TTDI B 84.6%

After the top fixes

With the two fixes above (No structured data for the business; No list of services and prices found), the score would be about 95.4%, which would be first of 359 in Kuala Lumpur dentists, clinics and vets.

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 +14 points

    Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. No list of services and prices found +7 points

    Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. 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

  4. The phone number on the site doesn't match the open map data

    The site shows 03-90570602, but OpenStreetMap or Overture Maps lists +60122490602. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

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 dentists, clinics and vets. 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.
  • Appointments on your own site Agents can book an appointment without going through a marketplace.

Builder: wordpress · contact page /about-us/: nothing new; booking page /appointments/: 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 wordpress.

Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. 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": "Lim & Partners Dental Clinic",
  "url": "http://www.limpdc.com.my/",
  "telephone": "+60122490602",
  "address": "77-2, Jalan Radin Bagus, Bandar Baru, 57000, Petaling",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.07107365,
    "longitude": 101.6947479
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.limpdc.com.my/appointments/",
        "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.

# Lim & Partners Dental Clinic

> local business in 77-2, Jalan Radin Bagus, Bandar Baru, 57000, Petaling, Kuala Lumpur dentists, clinics and vets. Phone +60122490602.

## Book or order directly

- Book: https://www.limpdc.com.my/appointments/ (on the business's own site)

## About

- Website: http://www.limpdc.com.my/
- 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/limpdc.com.my"><img src="https://directindex.org/badge/limpdc.com.my.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 Lim & Partners Dental Clinic

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/limpdc.com.my, through the MCP tool direct_record and in the city feed /city/kuala-lumpur-clinics/direct.json.

PathLinkStatus
Bookwww.limpdc.com.my/appointments/ own sitefound by the scan of 2026-10-22, not yet tested
Ordernone on record
Menunone on record
Hoursnone on record
Phone+60122490602

Stable links that count: /go/limpdc.com.my/book 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 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 pageno how
JSON-LD for the businessno