The Direct Index
Report · Sydney hairdressers and beauty salons · scanned 2026-10-19

Hairlab by George

hairlabbygeorge.com.au is partly visible to agents.

Listed by Overture Maps.

MenuCallWebsite

Ways to reach Hairlab by George directly, with no marketplace in between. Checked 2026-10-19. Report a mistake

66 Darling St, 2041, Sydney · (02) 8077 4170

Owners

The website's grade

An AI assistant can open Hairlab by George's website. It can read what Hairlab by George offers. It finds a way to book or order directly, through book.beautyblvd.com.au.

60%

39 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.

Where it stands

How Hairlab by George compares

Where it stands

1,753 of 3,571 in Sydney hairdressers and beauty salons

Top 49% of the sites scanned in this index. Just above: Eva Hair Care C, Faded By Gee C. Just below: HeadOffice Hair Specialist C, Hidden Dragon Massage C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML19%yes
Let AI crawlers in (no block at the server or in robots.txt)99%yes
Structured data with address, phone and hours21%no
Have an llms.txt48%no

The top 10% are the 363 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Nicolsons Electrolysis Sydney Clinic554 mDno
Studio Muse631 mCno
Jacaranda Massage Balmain750 mCyes
Locks Hair Salon822 mDyes
Balmain Spa & Natural Beauty846 mFno
506863 mFno
Showface917 mFno
Cosmetic Culture941 mByes
Dunne Body Therapy984 mCyes
November Beauty | Ella Baché1.0 kmCyes
Businesses like yours

Businesses like Hairlab by George in Sydney hairdressers and beauty salons

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Sydney hairdressers and beauty salons3,57154%28%60%

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

Blue Mountains Sauna A 95.4% · Grill'd A 95.4% · Pure Hair Pure Body A 95.4% · All About Salon A 93.8% · Brow Rituals A 93.8%

After the top fixes

With the two fixes above (No structured data for the business; Appointments through an unrecognised third party), the score would be about 95.4%, which would be first of 3,571 in Sydney 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 +14 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. Appointments through an unrecognised third party +9 points

    Check that the provider keeps your business as the seller of record. 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 +61259443464, but OpenStreetMap or Overture Maps lists (02) 8077 4170. 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 Sydney hairdressers and beauty salons. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

Builder: unknown · Front: cloudflare · contact page /entryportal/: nothing new; menu page /services/?category=Colour%20Packages%20%28Cut%20%2B%20Style%20Optional%29: 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": "Hairlab by George",
  "url": "http://www.hairlabbygeorge.com.au",
  "telephone": "(02) 8077 4170",
  "address": "66 Darling St, 2041, Sydney",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -33.8575322,
    "longitude": 151.1931034
  }
}
</script>

llms.txt

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

# Hairlab by George

> local business in 66 Darling St, 2041, Sydney, Sydney hairdressers and beauty salons. Phone (02) 8077 4170.

## Book or order directly

- Menu: https://www.hairlabbygeorge.com.au/services/?category=Colour%20Packages%20%28Cut%20%2B%20Style%20Optional%29#service-menu

## About

- Website: http://www.hairlabbygeorge.com.au
- 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.

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/hairlabbygeorge.com.au"><img src="https://directindex.org/badge/hairlabbygeorge.com.au.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 Hairlab by George

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/hairlabbygeorge.com.au, through the MCP tool direct_record and in the city feed /city/sydney-salons/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuwww.hairlabbygeorge.com.au/services/?category=Colour%20Packa html_pagefrom the scan
Hoursnone on record
Phone(02) 8077 4170

Stable links that count: /go/hairlabbygeorge.com.au/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