# Dr. Muhsin Yılmaz: Agent-Direct Score C (61.3%)

Site: https://muhsinyilmaz.com
Report: https://directindex.org/r/muhsinyilmaz.com
Scanned: 2026-10-17 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Dr. Muhsin Yılmaz is partly visible to agents.
An AI assistant can open Dr. Muhsin Yılmaz's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://muhsinyilmaz.com/en/contact (on the business's own site)
- Phone: +905461945629
- Address: Bağdat Caddesi 21 34740 İstanbul
- Languages: English, French, Russian, Turkish
- WhatsApp: a link on the site

## What to fix first
- **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Physician",
  "name": "Dr. Muhsin Yılmaz",
  "url": "https://muhsinyilmaz.com",
  "telephone": "+905461945629",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Bağdat Caddesi 21",
    "postalCode": "34740",
    "addressLocality": "İstanbul"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.9631686,
    "longitude": 29.0746253
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://muhsinyilmaz.com/en/contact",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Appointments on your own site.** Agents can book an appointment without going through a marketplace.

## Where it stands
401 of 3409 in Istanbul dentists, clinics and vets. Top 12% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 71% | yes |
| Publish the menu or price list as HTML | 5% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes |
| Structured data with address, phone and hours | 28% | no |
| Have an llms.txt | 35% | yes |

Nearest places in the index: Selim Turan (D, 4 m, https://directindex.org/r/drselimturan.com); Esteplast Özel Sağlık Hizmetleri (F, 48 m, https://directindex.org/r/esteplast.com); Dr. Kerem Baykal (D, 49 m, https://directindex.org/r/drkerembaykal.com); Rino Istanbul Saglık Tesisleri (D, 73 m, https://directindex.org/r/kulakburunbogaz.com); Psikiyatrist Dr. Burak Toprak Psikiyatri Psikolog Psikoterapi Klinigi (D, 80 m, https://directindex.org/r/buraktoprak.com); Dr. Ali KILIÇ (F, 82 m, https://directindex.org/r/drkilicali.com); Dr. Hande Ayparçası (D, 91 m, https://directindex.org/r/drhandeayparcasi.com); Dttunaclinic (C, 101 m, https://directindex.org/r/dttunaclinic.com); All in One Rhinoplasty (D, 108 m, https://directindex.org/r/erdalerkoc.com); Op.Dr.Cem Payasli (D, 109 m, https://directindex.org/r/cempayasli.com).

## What assistants answer
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 dentists, clinics and vets and named 71 places. Dr. Muhsin Yılmaz wasn't one of them. See who was named: https://directindex.org/city/istanbul-clinics/recommended


See what an AI agent reads on this site: https://directindex.org/r/muhsinyilmaz.com/agent-view

## Businesses like Dr. Muhsin Yılmaz in Istanbul dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Istanbul dentists, clinics and vets | 3409 | 43% | 5% | 61.3% |

The best of the businesses of the same kind in Istanbul dentists, clinics and vets: Ekiz Dental Clinic (A 95.4%, https://directindex.org/r/ekizclinic.com); Estesoft (A 90.8%, https://directindex.org/r/estesoft.com.tr); Renova clinique İmplant et Esthétique Dentaire Turquie (A 90.8%, https://directindex.org/r/renovaclinic.net); Özel Levent Hastanesi (A 86.2%, https://directindex.org/r/leventhastanesi.com.tr); AndroAesthe (B 84.6%, https://directindex.org/r/drcemipek.com).

With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 77.5%. That would be 62nd of 3,409 in Istanbul dentists, clinics and vets, up from 401st.

## The direct record
What agents get for Dr. Muhsin Yılmaz, as JSON: https://directindex.org/api/direct/muhsinyilmaz.com
- Book: https://muhsinyilmaz.com/en/contact (own site; found by the scan of 2026-10-17, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +905461945629
- Stable links that count: https://directindex.org/go/muhsinyilmaz.com/book

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 25 |
| Actionable | 15 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/muhsinyilmaz.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/muhsinyilmaz.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/muhsinyilmaz.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=muhsinyilmaz.com&force=1