# Augenarztpraxis Leopoldstraße: Agent-Direct Score B (72.3%)

Site: https://www.augenarzt-muc.de/standorte/augenarztpraxis-leopoldstrasse/
Report: https://directindex.org/r/augenarzt-muc.de
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Augenarztpraxis Leopoldstraße is mostly ready for agents.

## Direct links
- Book directly: https://app.arzt-direkt.de/augenarzt-muc/booking?bsid=634564b0cd18043d34d412e1 (through arzt_direkt acting for the business)
- Phone: +49 89 332 488

## 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 with services and prices as text and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Physician",
  "name": "Augenarztpraxis Leopoldstraße",
  "url": "https://www.augenarzt-muc.de/standorte/augenarztpraxis-leopoldstrasse/",
  "telephone": "+49 89 332 488",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Leopoldstraße 48",
    "postalCode": "80802",
    "addressLocality": "München",
    "addressCountry": "DE"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.1575342,
    "longitude": 11.5850533
  },
  "openingHours": "Mo-Th 08:00-13:00,13:30-17:00; Fr 08:00-12:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "08:00",
      "closes": "13:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "13:30",
      "closes": "17:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "08:00",
      "closes": "12:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://app.arzt-direkt.de/augenarzt-muc/booking?bsid=634564b0cd18043d34d412e1",
        "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.

```
# Augenarztpraxis Leopoldstraße

> physician in Leopoldstraße 48 80802 München, Munich dentists, clinics and vets. Phone +49 89 332 488.

## Book or order directly

- Book: https://app.arzt-direkt.de/augenarzt-muc/booking?bsid=634564b0cd18043d34d412e1 (through arzt_direkt acting for the business)

## Opening hours

Mo-Th 08:00-13:00,13:30-17:00; Fr 08:00-12:00

## About

- Website: https://www.augenarzt-muc.de/standorte/augenarztpraxis-leopoldstrasse/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (MedicalBusiness).** address, phone
- **Appointments through arzt_direkt on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
98 of 968 in Munich dentists, clinics and vets. Top 10% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 3% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 13% | no |
| Have an llms.txt | 21% | no |

Nearest places in the index: Orthoevo - Orthopädische Praxis Dr. Eisele & Dr. Volkering (C, 58 m, https://directindex.org/r/orthoevo.de); Zahnarztpraxis Martinolli (D, 165 m, https://directindex.org/r/praxismartinolli.com); Zahnarztpraxis Debié & Schätzl (C, 186 m, https://directindex.org/r/mein-zahnarzt-schwabing.de); Praxis Dr. med. Mirjana Mihailović (F, 188 m, https://directindex.org/r/mihailovic-praxis.de); Praxis für Physikalische Therapie und Krankengymnastik (B, 198 m, https://directindex.org/r/schwabing-physiotherapie.de); Physiotherapie Weimann (D, 200 m, https://directindex.org/r/physiomuenchen.de); Privatpraxis Julija Schönweiß (F, 201 m, https://directindex.org/r/privat-psychiater-muenchen.de); HNO-Facharzt (F, 204 m, https://directindex.org/r/thallemer-hno-muenchen.de); Frauenärztinnen (D, 204 m, https://directindex.org/r/praenatal-frauen.de); Dr. Beatrix Lenz (F, 323 m, https://directindex.org/r/zahnarzt-dr-lenz.de).

## What assistants answer
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.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); Sites using arzt-direkt 60% (8% A or B, 64 sites); This site 72.3%.

See what an AI agent reads on this site: https://directindex.org/r/augenarzt-muc.de/agent-view

## Businesses like Augenarztpraxis Leopoldstraße in Munich dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Munich dentists, clinics and vets | 968 | 47% | 12% | 72.3% |
| Built with WordPress in Munich dentists, clinics and vets | 431 | 56% | 21% | 72.3% |
| Using arzt-direkt in Munich dentists, clinics and vets | 20 | 61% | 20% | 72.3% |
| Built with WordPress and using arzt-direkt in Munich dentists, clinics and vets | 12 | 61% | 8% | 72.3% |

The best of Built with WordPress and using arzt-direkt in Munich dentists, clinics and vets: Augenärzte Neuhausen (C 67.7%, https://directindex.org/r/augenaerzte-neuhausen.de); Dr. Möller (C 67.7%, https://directindex.org/r/frauenaerztin-moeller.de); Dr. med Astrid Lippert (C 67.7%, https://directindex.org/r/astridlippert.de); DZM Dermazentrum München (C 66.2%, https://directindex.org/r/dermazentrum-muenchen.de); Gastroenterologie am Isartor (C 61.1%, https://directindex.org/r/gastroenterologie-isartor.de).

With the two fixes above (No list of services and prices found; Structured data is incomplete) the score would be about 87.7%: first of 968 in Munich dentists, clinics and vets.

## The direct record
What agents get for Augenarztpraxis Leopoldstraße, as JSON: https://directindex.org/api/direct/augenarzt-muc.de
- Book: https://app.arzt-direkt.de/augenarzt-muc/booking?bsid=634564b0cd18043d34d412e1 (vendor on own site: arzt-direkt; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: Mo-Th 08:00-13:00,13:30-17:00; Fr 08:00-12:00 (open now) (from OpenStreetMap)
- Phone: +49 89 332 488
- Stable links that count: https://directindex.org/go/augenarzt-muc.de/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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- Vendor terms for agents, arzt-direkt: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 12 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/augenarzt-muc.de
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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: yes
- OAuth protected resource metadata: yes
- 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

Deep report: https://directindex.org/r/augenarzt-muc.de/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=augenarzt-muc.de&force=1