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

The Kitchen at OGH

thekitchenogh.com is hard for agents to use.

Listed by Overture Maps.

MenuCallWebsite

The direct ways to reach The Kitchen at OGH, no marketplace in between. Checked 2026-10-18. Something wrong? Report it

2 George St, 4000, Brisbane · +61732102281

Owners

The website, graded

An AI assistant can open the website of The Kitchen at OGH. What The Kitchen at OGH offers is in a PDF or an image, which assistants read poorly. It finds no link to book or order online.

44.6%

29 of 65 points available

1/5

agent-readiness level, Basic Web Presence

4

things to fix

Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Asked 12 everyday questions about Brisbane, the assistants named 92 places; The Kitchen at OGH was not among them. See who was named →

Where it stands

How The Kitchen at OGH compares

Where it stands

1,245 of 1,782 in Brisbane

Top 70% of the sites scanned in this index. Just above: Seoul Bistro D, Thai Origin D. Just below: Baywok Multi Asian Restaurant D, Botellon Restaurant | Brisbane QLD D.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML96%no
Let AI crawlers in (no edge block, no robots.txt block)98%yes
Structured data with address, phone and hours61%no
Have an llms.txt20%no

The top tenth is the 181 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 68,857 sites58%30%44.6%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Sushia Sushi Roll & Fresh Bar383 mByes
Public Quarter bar_and_grill396 mDno
Azteca Brisbane asian, brazilian449 mByes
The Walnut Restaurant australian467 mByes
Cuisine On Cue473 mBno
Stoke Bar australian526 mFno
Otto Ristorante531 mByes
NAGA thai536 mAyes
Popolo Italian Kitchen & Bar italian548 mAyes
The Prawnster seafood559 mFno
Businesses like yours

Businesses like The Kitchen at OGH in Brisbane

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Brisbane1,78257%36%44.6%
Sites built with WordPress in Brisbane56765%45%44.6%

The best of the sites built with WordPress in Brisbane

Brizzy bites A 100% · Crusoe Cafe A 100% · Delhi Junction A 100% · House Of Siam Thai Restaurant A 100% · Cedar Creek Estate Restaurant A 95.4%

The climb

With the three fixes above (No structured data for the business; No booking or ordering link on the website; Menu or price list is a PDF) the score would be about 95.4%: 69th of 1,782 in Brisbane, up from 1245th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses 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 (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

  2. No booking or ordering link on the website +15 points

    Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. How to fix it

  3. Menu or price list is a PDF +3 points

    Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. How to fix it

  4. No llms.txt no points, still worth doing

    Optional today, cheap to add: a short text file describing the business for language models. How to fix it

Send the fixes to your web person

One email, the fixes and the link; nothing stored.

No one is listed yet to fix this in Brisbane. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · Front: cloudflare

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress is in the guides.

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)

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "The Kitchen at OGH",
  "url": "http://www.thekitchenogh.com/",
  "telephone": "+61732102281",
  "address": "2 George St, 4000, Brisbane",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -27.47719354,
    "longitude": 153.02897982
  }
}
</script>

llms.txt

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

# The Kitchen at OGH

> local business in 2 George St, 4000, Brisbane, Brisbane. Phone +61732102281.

## Book or order directly

- Menu: https://thekitchenogh.com/wp-content/uploads/2023/09/The-Kitchen-08.2023-4.pdf

## About

- Website: http://www.thekitchenogh.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now · Markdown · Dispute a check

Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR 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 embed the badge; it links back here and updates with every scan.

Agent-Direct Score D

<a href="https://directindex.org/r/thekitchenogh.com"><img src="https://directindex.org/badge/thekitchenogh.com.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 an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for The Kitchen at OGH

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/thekitchenogh.com, through the MCP tool direct_record and in the city feed /city/brisbane/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuthekitchenogh.com/wp-content/uploads/2023/09/The-Kitchen-08. pdffrom the scan
Hoursnone on record
Phone+61732102281

Stable links that count: /go/thekitchenogh.com/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

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of 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