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

Melbourne Grammar Dining Hall

mgs.vic.edu.au is hard for agents to use.

Listed by Overture Maps.

CallWebsite

Ways to reach Melbourne Grammar Dining Hall directly, with no marketplace in between. Checked 2026-10-18. Report a mistake

107 Domain Rd, 3141, South Yarra · (03) 9865 7700

Owners

The website's grade

An AI assistant can open Melbourne Grammar Dining Hall'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.

43.1%

28 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 →

What the site tells visitors Measured, not scored

These don't change the grade.

The footer says © 2020.

Visitors and assistants may read that year as the last time anyone looked after the site. In Melbourne, 74% of comparable sites that show a year say 2025 or later.

Every city compared →
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 Melbourne and named 56 places. Melbourne Grammar Dining Hall wasn't one of them. See who was named →

Where it stands

How Melbourne Grammar Dining Hall compares

Where it stands

1,720 of 2,454 in Melbourne

Top 70% of the sites scanned in this index. Just above: Maruay Thai D, Mediterranean Handmade Pastizzi D. Just below: My Little Bento D, PAD Thai Food D.

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 HTML91%no
Let AI crawlers in (no block at the server or in robots.txt)95%yes
Structured data with address, phone and hours53%no
Have an llms.txt29%no

The top 10% are the 248 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
The Showroom183 mDyes
Nar Bangkok thai211 mBno
The Botanical422 mFno
Matilda 159 Domain australian423 mFyes
Bistro Gitan french424 mByes
Yo India indian434 mCyes
Gilson440 mByes
Bacash seafood452 mCyes
The Observatory499 mAyes
Vivi Melbourne (St Kilda Road) italian588 mFno
Businesses like yours

Businesses like Melbourne Grammar Dining Hall in Melbourne

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Melbourne2,45456%34%43.1%

The best of the businesses of the same kind in Melbourne

Afghan Central Restaurant A 100% · Añada A 100% · BAMBU Asian Eating House A 100% · Cafe Marina and Pizzeria A 100% · Captain Kitchen Kebab & Fish A 100%

After the top fixes

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 95.4%. That would be 60th of 2,454 in Melbourne, up from 1720th.

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 (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. 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

  3. 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

  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 +61 3 9865 7555, but OpenStreetMap or Overture Maps lists (03) 9865 7700. 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 Melbourne. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

Builder: unknown · Front: cloudflare · contact page /old-melburnians/about-old-melburnian-community: 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": "Melbourne Grammar Dining Hall",
  "url": "http://mgs.vic.edu.au",
  "telephone": "(03) 9865 7700",
  "address": "107 Domain Rd, 3141, South Yarra",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -37.83390362042824,
    "longitude": 144.97685194015503
  }
}
</script>

llms.txt

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

# Melbourne Grammar Dining Hall

> local business in 107 Domain Rd, 3141, South Yarra, Melbourne. Phone (03) 9865 7700.

## About

- Website: http://mgs.vic.edu.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 D

<a href="https://directindex.org/r/mgs.vic.edu.au"><img src="https://directindex.org/badge/mgs.vic.edu.au.svg" alt="Agent-Direct Score D" 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 Melbourne Grammar Dining Hall

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

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone(03) 9865 7700

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