The Direct Index
Report · Kuala Lumpur hairdressers and beauty salons · scanned 2026-10-22

BF1 Malaysia - Herbals And Essential Oils

bf1.my is partly visible to agents.

Listed by OpenStreetMap · Overture Maps.

OrderWebsite

Ways to reach BF1 Malaysia - Herbals And Essential Oils directly, with no marketplace in between. Checked 2026-10-22. On the business's own site. Report a mistake

WhatsApp: a link on the site

Nearby, also direct

Places near BF1 Malaysia - Herbals And Essential Oils 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 BF1 Malaysia - Herbals And Essential Oils'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

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.

Where it stands

How BF1 Malaysia - Herbals And Essential Oils compares

Where it stands

98 of 428 in Kuala Lumpur hairdressers and beauty salons

Top 23% of the sites scanned in this index. Just above: Aromann Male Massage Therapy C, Atomy Sri Damansara Forestar Center C. Just below: DERMAGS INTERNATIONAL C, Golden B2B 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 HTML16%no
Let AI crawlers in (no block at the server or in robots.txt)86%yes
Structured data with address, phone and hours23%no
Have an llms.txt45%no

The top 10% are the 44 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
RJ Clinic331 mCyes
Gentlemen's Tonic1.4 kmFno
Strip Ministry Of Waxing1.5 kmByes
Maple Clinic1.5 kmCno
Rachel Chew Clinic1.5 kmDno
The Beauty Collective1.5 kmDno
Hairplay1.6 kmFno
Dr. Abby Clinic1.6 kmCyes
Lala Hair Publika1.6 kmDyes
Dr Clear Aligners MY1.6 kmDno
Businesses like yours

Businesses like BF1 Malaysia - Herbals And Essential Oils in Kuala Lumpur hairdressers and beauty salons

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kuala Lumpur hairdressers and beauty salons42847%16%61.5%

The best of the businesses of the same kind in Kuala Lumpur hairdressers and beauty salons

Celeste Beauty A 90.8% · Beaulogy Aesthetics A 86.2% · Curio Wangsa Walk Mall A 86.2% · Oriental Signature A 86.2% · Bee Choo Origin Taman Desa B 84.6%

After the top fixes

With the two fixes above (No structured data for the business; No price list of services found), the score would be about 95.4%, which would be first of 428 in Kuala Lumpur hairdressers and beauty salons.

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 (HairSalon, BeautySalon 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 price list of services found +7 points

    Agents answer 'what do they offer and what does it cost?' from marketplaces and 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

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 hairdressers and beauty salons. 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.
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: unknown · contact page /contact/: nothing new; booking page /delivery/: 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": "BeautySalon",
  "name": "BF1 Malaysia - Herbals And Essential Oils",
  "url": "http://bf1.my",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.1806397,
    "longitude": 101.6766296
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://bf1.my/delivery/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# BF1 Malaysia - Herbals And Essential Oils

> beauty salon in Kuala Lumpur hairdressers and beauty salons.

## Book or order directly

- Order: https://bf1.my/delivery/ (on the business's own site)

## About

- Website: http://bf1.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/bf1.my"><img src="https://directindex.org/badge/bf1.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 BF1 Malaysia - Herbals And Essential Oils

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/bf1.my, through the MCP tool direct_record and in the city feed /city/kuala-lumpur-salons/direct.json.

PathLinkStatus
Booknone on record
Orderbf1.my/delivery/ own sitefound by the scan of 2026-10-22, not yet tested
Menunone on record
Hoursnone on record
Phonenone on record

Stable links that count: /go/bf1.my/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
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 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