The Direct Index
Report · Munich dentists, clinics and vets · scanned 2026-10-14

Gynäkologie Dr. med. Katharina Auffermann

frauenaerztin-muenchen.de is largely invisible to agents.

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F
38.5%

25 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.

Findings

What to fix first

  1. No structured data for the business +15 points

    Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy or the closest type, with name, address, telephone and openingHoursSpecification). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

  2. No way to book an appointment online +15 points

    Agents have nothing to act on. Add an online appointment page on your own domain. How to fix it

  3. 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. 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

No one is listed yet to fix this in Munich dentists, clinics and vets. 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.

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": "Physician",
  "name": "Gynäkologie Dr. med. Katharina Auffermann",
  "url": "https://frauenaerztin-muenchen.de/",
  "telephone": "+49 89 93 33 53",
  "email": "info@frauenaerztin-muenchen.de",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.1472838,
    "longitude": 11.6428216
  },
  "openingHours": "Mo, Th 08:00-13:00, 15:00-19:00; Tu-We 08:00-13:00; Fr 08:00-10:00"
}
</script>

llms.txt

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

# Gynäkologie Dr. med. Katharina Auffermann

> physician in Munich dentists, clinics and vets. Phone +49 89 93 33 53.

## Opening hours

Mo, Th 08:00-13:00, 15:00-19:00; Tu-We 08:00-13:00; Fr 08:00-10:00

## About

- Website: https://frauenaerztin-muenchen.de/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

572 of 969 in Munich dentists, clinics and vets

Top 59% of the sites scanned in this index. Just above: Gemeinschaftspraxis Straßburg & Frisch F, GerMedicum F. Just below: Gynäkologie Goetheplatz F, Gynäkologische Praxis Ackermann F.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain64%no
Publish the menu or price list as HTML5%no
Let AI crawlers in (no edge block, no robots.txt block)86%yes
Structured data with address, phone and hours23%no
Have an llms.txt15%no

The top tenth is the 97 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 36,794 sites58%28%38.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Hausarztpraxis im Atriumpark301 mFno
Gemeinschaftspraxis für Orthopädie305 mDno
Zahnärzte Denning512 mDno
Kleintierpraxis Dr. Dr. med. vet. Jasmin Weeger994 mFno
Dr. med. Axel Kaben1.0 kmCyes
Zahnarzt Dr. Jordan & Kollegen1.1 kmFno
Issycares1.1 kmDno
Die Familienpraxis1.2 kmFno
Geminschaftspraxis Dr. Fabel1.2 kmCno
Zentrum für Innere Medizin im Arabellapark1.5 kmDno
Businesses like yours

Businesses like Gynäkologie Dr. med. Katharina Auffermann in Munich dentists, clinics and vets

GroupSitesAvg scoreA or BThis site
Same kind in Munich dentists, clinics and vets96940%3%38.5%
Built with WordPress in Munich dentists, clinics and vets43148%4%38.5%

The best of Built with WordPress in Munich dentists, clinics and vets

Gemeinschaftspraxis Dr. Fritz Sailer und Dr. Florian Kiskalt B 84.6% · Facharztzentrum München Martinsried B 80% · PD Dr. med. Maximilian Eder B 80% · Frauengesundheitszentrum Germering B 76.9% · Kieferorthopädie Ismaning MVZ B 76.9%

The climb

With the three fixes above (No structured data for the business; No way to book an appointment online; No list of services and prices found) the score would be about 95.4%: first of 969 in Munich dentists, clinics and vets.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

The direct record

What agents get for Gynäkologie Dr. med. Katharina Auffermann

No direct path on record: the scan of 2026-10-14 found no booking or ordering link on frauenaerztin-muenchen.de or on a vendor's site. The same record is served as JSON at /api/direct/frauenaerztin-muenchen.de, through the MCP tool direct_record and in the city feed /city/munich-clinics/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
HoursMo, Th 08:00-13:00, 15:00-19:00; Tu-We 08:00-13:00; Fr 08:00-10:00 (closed now)from OpenStreetMap
Phone+49 89 93 33 53

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
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

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

The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.

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
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.

Badge

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/frauenaerztin-muenchen.de"><img src="https://directindex.org/badge/frauenaerztin-muenchen.de.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
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

Deep report 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.

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