The Direct Index
Report · Istanbul · scanned 2026-10-22

Muamma Ataşehir

muamma.com.tr is partly visible to agents.

Listed by Overture Maps.

BookMenuCallWebsite

Ways to reach Muamma Ataşehir directly, with no marketplace in between. Checked 2026-10-22. On the business's own site. Report a mistake

Ahlat Sk. Watergarden AVM No:2 A Blok 13, 34746, Ataşehir · +902166298844

Nearby, also direct

Places near Muamma Ataşehir that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open Muamma Ataşehir's website. What Muamma Ataşehir offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site.

64.6%

42 of 65 points available

0/5

agent-readiness level, Not Ready

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 →

What the site tells visitors Measured, not scored

These don't change the grade.

No English version declared.

Visitors from abroad, and assistants answering in English, read the page as it is. In Istanbul, 23% of comparable sites declare one.

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 Istanbul and named 65 places. Muamma Ataşehir wasn't one of them. See who was named →

Where it stands

How Muamma Ataşehir compares

Where it stands

448 of 2,321 in Istanbul

Top 19% of the sites scanned in this index. Just above: Kahramanmaraşlı Kamil Usta C, Kanatçı Rıza Baba C. Just below: Nart Cafe & Restaurant C, Pasta de Pasta C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain81%yes
Publish the menu or price list as HTML79%no
Let AI crawlers in (no block at the server or in robots.txt)88%yes
Structured data with address, phone and hours41%no
Have an llms.txt27%no

The top 10% are the 234 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Kırk Fırın101 mDno
Süreyya Lokanta111 mByes
Waga Mundos113 mFno
Zubeyir Ocakbasi barbecue141 mFno
Zübeyir Ocakbaşı147 mDno
Dudu Restaurant160 mByes
Wood Kebap216 mFno
Adana Ocakbaşı turkish274 mDno
Göksel Tantuni Ataşehir turkish285 mFno
Beeves Diner burger294 mDno
Businesses like yours

Businesses like Muamma Ataşehir in Istanbul

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Istanbul2,32144%14%64.6%

The best of the businesses of the same kind in Istanbul

Bi'tas Çorba A 100% · Cigerhane A 100% · Eagle chinese gastro & sushi A 100% · Garden 1897 Restaurant A 100% · HR italy Karaköy A 100%

After the top fixes

With the three fixes above (No structured data for the business; No working HTTPS; Menu or price list is a PDF), the score would be about 95.4%. That would be 23rd of 2,321 in Istanbul, up from 448th.

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 working HTTPS +3 points

    The page is only served over plain http. Browsers and agents rank it lower or refuse it.

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

    Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. 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

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 Istanbul. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in There's no robots.txt, which means everything is allowed.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Booking on your own site Agents can book without going through a marketplace.

Builder: unknown · contact page /Home/Contact: nothing new; booking page /rezervasyon: 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": "Muamma Ataşehir",
  "url": "http://www.muamma.com.tr/",
  "telephone": "+902166298844",
  "address": "Ahlat Sk. Watergarden AVM No:2 A Blok 13, 34746, Ataşehir",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.9982329,
    "longitude": 29.10037335
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "http://www.muamma.com.tr/rezervasyon",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>

llms.txt

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

# Muamma Ataşehir

> local business in Ahlat Sk. Watergarden AVM No:2 A Blok 13, 34746, Ataşehir, Istanbul. Phone +902166298844.

## Book or order directly

- Book: http://www.muamma.com.tr/rezervasyon (on the business's own site)
- Menu: http://www.muamma.com.tr/content/upload/Muamma-Menu.pdf

## About

- Website: http://www.muamma.com.tr/
- 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.

· 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/muamma.com.tr"><img src="https://directindex.org/badge/muamma.com.tr.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 Muamma Ataşehir

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/muamma.com.tr, through the MCP tool direct_record and in the city feed /city/istanbul/direct.json.

PathLinkStatus
Bookwww.muamma.com.tr/rezervasyon own sitefound by the scan of 2026-10-22, not yet tested
Ordernone on record
Menuwww.muamma.com.tr/content/upload/Muamma-Menu.pdf pdffrom the scan
Hoursnone on record
Phone+902166298844

Stable links that count: /go/muamma.com.tr/book, /go/muamma.com.tr/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

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.xmlno how
AI bot rules in robots.txtno how
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