The Direct Index
Report · Abu Dhabi · scanned 2026-10-17

Lebanese Automatic Restaurant

automaticrestaurant.com is largely invisible to agents.

Listed by OpenStreetMap · Overture Maps.

Website

The direct ways to reach Lebanese Automatic Restaurant, no marketplace in between. Checked 2026-10-17. Something wrong? Tell us

Owners

The website, graded

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

35.4%

23 of 65 points available

0/5

agent-readiness level, Not Ready

5

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 Abu Dhabi, the assistants named 79 places; Lebanese Automatic Restaurant was not among them. See who was named →

Where it stands

How Lebanese Automatic Restaurant compares

Where it stands

329 of 476 in Abu Dhabi

Top 69% of the sites scanned in this index. Just above: Kitfo Ethiopian Restaurant – Authentic Taste of Ethiopia in Abu Dhabi F, Kurakura Restaurant F. Just below: Marasy Restaurant F, Mughal Darbar Restaurant F.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain96%no
Publish the menu or price list as HTML92%no
Let AI crawlers in (no edge block, no robots.txt block)98%yes
Structured data with address, phone and hours40%no
Have an llms.txt38%no

The top tenth is the 50 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%35.4%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Which Wich? sandwich32 mByes
Baja Fresh mexican35 mByes
Shake Shack burger44 mFno
Soraya Restaurant persian52 mByes
The Cheesecake Factory american105 mByes
Huna107 mByes
SLRP Ramen ramen, sushi157 mCno
Table Otto french196 mDno
Carluccio's italian219 mDyes
The Cheesecake Factory232 mByes
Businesses like yours

Businesses like Lebanese Automatic Restaurant in Abu Dhabi

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Abu Dhabi47648%24%35.4%
Sites built with WordPress in Abu Dhabi13165%44%35.4%

The best of the sites built with WordPress in Abu Dhabi

Burro Blanco A 100% · Mika A 100% · Mukbang Shows Restaurant Korean BBQ and Seafood - Electra Branch A 100% · Sarap ng Kusina Restaurant LLC-SPC A 100% · Seafood Express Restaurant A 100%

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 an image) the score would be about 90.8%: 19th of 476 in Abu Dhabi, up from 329th.

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 an image +6 points

    Agents cannot read it. Publish it as text. How to fix it

  4. No working HTTPS +3 points

    The page is only served over plain http. Agents and browsers downrank or refuse it.

  5. 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 Abu Dhabi. 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": "FastFoodRestaurant",
  "name": "Lebanese Automatic Restaurant",
  "url": "http://automaticrestaurant.com/",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 24.4900967,
    "longitude": 54.6084345
  },
  "hasMenu": "http://automaticrestaurant.com/wp-content/uploads/sites/724/2021/03/menu-1.png"
}
</script>

llms.txt

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

# Lebanese Automatic Restaurant

> fast food restaurant in Abu Dhabi.

## Book or order directly

- Menu: http://automaticrestaurant.com/wp-content/uploads/sites/724/2021/03/menu-1.png

## About

- Website: http://automaticrestaurant.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 F

<a href="https://directindex.org/r/automaticrestaurant.com"><img src="https://directindex.org/badge/automaticrestaurant.com.svg" alt="Agent-Direct Score F" 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 Lebanese Automatic Restaurant

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/automaticrestaurant.com, through the MCP tool direct_record and in the city feed /city/abu-dhabi/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuautomaticrestaurant.com/wp-content/uploads/sites/724/2021/03 imagefrom the scan
Hoursnone on record
Phonenone on record

Stable links that count: /go/automaticrestaurant.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 0 of 5, Not Ready

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.xmlno how
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