The Direct Index
Report · Sydney · scanned 2026-10-18

Luke's Table at the Pylon Lookout

lukemangan.com is partly visible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach Luke's Table at the Pylon Lookout directly, with no marketplace in between. Checked 2026-10-18. Report a mistake

2000, Sydney · 1300 908 057

Owners

The website's grade

An AI assistant can open Luke's Table at the Pylon Lookout's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

63.1%

41 of 65 points available

1/5

agent-readiness level, Basic Web Presence

5

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 22 everyday questions about Sydney and named 110 places. Luke's Table at the Pylon Lookout wasn't one of them. See who was named →

Where it stands

How Luke's Table at the Pylon Lookout compares

Where it stands

905 of 2,008 in Sydney

Top 45% of the sites scanned in this index. Just above: La Cantina Mascot C, Land Thai Cuisine C. Just below: Mekong Merchant C, Melthouse Pizza 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 HTML97%no
Let AI crawlers in (no block at the server or in robots.txt)92%yes
Structured data with address, phone and hours59%no
Have an llms.txt32%no

The top 10% are the 205 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Squarespace 11,547 sites65%49%63.1%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
6 Head steak_house246 mByes
Luna Lu asian288 mAyes
The Oriana regional336 mCyes
Jounieh middle_eastern421 mByes
Lavana tapas492 mAyes
Pony dining508 mAyes
Zia Pina Pizzeria543 mCno
Elements Bar and Grill Walsh Bay steak_house, italian553 mAyes
midden561 mAyes
Winnie's573 mDno
Businesses like yours

Businesses like Luke's Table at the Pylon Lookout in Sydney

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Sydney2,00856%36%63.1%
Sites built with Squarespace in Sydney11678%78%63.1%

The best of the sites built with Squarespace in Sydney

Bellevue Cottage A 100% · Bellevue Woolloomooloo A 100% · Delhi O Delhi A 100% · Muum Maam A 100% · Osteria Coogee A 100%

After the top fixes

With the three fixes above (No booking or ordering link on the website; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 51st of 2,008 in Sydney, up from 905th.

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 booking or ordering link on the website +13 points

    There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. How to fix it

  2. No menu or price list found +7 points

    Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. How to fix it

  3. Structured data is incomplete +1 points

    Missing: telephone. How to fix it

  4. 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

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

    The site shows +61280278088, but OpenStreetMap or Overture Maps lists 1300 908 057. 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. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

Builder: squarespace · Front: cloudflare · contact page /contact: phone

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 squarespace.

Where to paste it on Squarespace: the Code Injection panel, in the Header field, which applies to every page. It needs the Core plan or above. 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": "Luke's Table at the Pylon Lookout",
  "url": "http://www.lukemangan.com",
  "telephone": "1300 908 057",
  "address": "2000, Sydney",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -33.854572,
    "longitude": 151.2094
  }
}
</script>

llms.txt

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

# Luke's Table at the Pylon Lookout

> local business in 2000, Sydney, Sydney. Phone 1300 908 057.

## About

- Website: http://www.lukemangan.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.

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/lukemangan.com"><img src="https://directindex.org/badge/lukemangan.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 Luke's Table at the Pylon Lookout

No direct path on record: the scan of 2026-10-18 found no booking or ordering link on lukemangan.com or on a vendor's site. The same record is served as JSON at /api/direct/lukemangan.com, through the MCP tool direct_record and in the city feed /city/sydney/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone1300 908 057

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

Found one hop past the home page: contact page /contact: phone.

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 businessyes