# Dr. Katharina Cekic-Lorenz: Agent-Direct Score C (68.8%)

Site: https://www.frauenaerztinlorenz.at/
Report: https://directindex.org/r/frauenaerztinlorenz.at
Scanned: 2026-10-16 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Dr. Katharina Cekic-Lorenz is partly visible to agents.
An AI assistant can open Dr. Katharina Cekic-Lorenz'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
- Order directly: https://www.frauenaerztinlorenz.at/ordination/ueber-uns (on the business's own site)
- Phone: +43 316 25 34 06

## What to fix first

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Graz, 5.0% of comparable sites declare one.

- **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
- **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. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

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

```
# Dr. Katharina Cekic-Lorenz

> physician in Karl-Etzel-Weg 2 8053 Graz, Graz dentists, clinics and vets. Phone +43 316 25 34 06.

## Book or order directly

- Order: https://www.frauenaerztinlorenz.at/ordination/ueber-uns (on the business's own site)

## Opening hours

Tu 14:00-17:00; We 15:00-18:00; Th 08:00-12:00; Fr 15:00-18:00; Sa 08:00-14:00

## About

- Website: https://www.frauenaerztinlorenz.at/
- 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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (LocalBusiness).** address, phone, opening hours
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
94 of 521 in Graz dentists, clinics and vets. Top 18% 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 | 100% | yes |
| Publish the menu or price list as HTML | 4% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 19% | yes |
| Have an llms.txt | 21% | no |

Nearest places in the index: Dr. MR Adolf Binder (F, 144 m, https://directindex.org/r/ges-aw.at); Christoph Sorin (F, 228 m, https://directindex.org/r/physiotherapiemassage.at); Priv.Doz. Dr. Petra Katschnig-Winter (C, 528 m, https://directindex.org/r/k2-neurologie.at); Dr. Manfred Nothnagel (C, 535 m, https://directindex.org/r/drnothnagel.com); Dr. med. univ. Christian Pizzera (F, 539 m, https://directindex.org/r/pizzera.at); Wirbelsäulenstützpunkt Graz (D, 566 m, https://directindex.org/r/wsp-graz.com); Institut f Augenprothetik Bernd Schreiner (F, 570 m, https://directindex.org/r/augenprothese.at); Dr. Vera Schrempf (C, 571 m, https://directindex.org/r/zahnarzt-schrempf.at); Dr. Gerald Niederwieser (C, 574 m, https://directindex.org/r/dr-niederwieser.at); Günter Bernsteiner (F, 578 m, https://directindex.org/r/gbernsteiner.at).

## 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.


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

## Businesses like Dr. Katharina Cekic-Lorenz in Graz dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Graz dentists, clinics and vets | 521 | 51% | 17% | 68.8% |

The best of the businesses of the same kind in Graz dentists, clinics and vets: Dr. a.o.Univ.Prof. Bernhard Sutter (A 87.5%, https://directindex.org/r/neurochirurgie-sutter.at); Dr. Brezjak-Kahlert (B 81.3%, https://directindex.org/r/hno-graz.at); Dr. a.o.Univ.Prof. Gerhard Wolf (B 80%, https://directindex.org/r/xn--schilddrse-behandlung-gic.at); M1 Med Beauty Graz (B 80%, https://directindex.org/r/m1-beauty.at); Dr. Mag.pharm. Karin Braun De Praun (B 78.8%, https://directindex.org/r/clinic-longevity.at).

With the fix above (No list of services and prices found), the score would be about 77.5%. That would be 7th of 521 in Graz dentists, clinics and vets, up from 94th.

## The direct record
What agents get for Dr. Katharina Cekic-Lorenz, as JSON: https://directindex.org/api/direct/frauenaerztinlorenz.at
- Book: none on record
- Order: https://www.frauenaerztinlorenz.at/ordination/ueber-uns (own site; could not verify: failed (2026-10-18))
- Menu: none on record
- Hours: Tu 14:00-17:00; We 15:00-18:00; Th 08:00-12:00; Fr 15:00-18:00; Sa 08:00-14:00 (closed now) (from OpenStreetMap)
- Phone: +43 316 25 34 06
- Stable links that count: https://directindex.org/go/frauenaerztinlorenz.at/order

## 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 | 15 | 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/frauenaerztinlorenz.at
- 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: 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/frauenaerztinlorenz.at/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/frauenaerztinlorenz.at/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=frauenaerztinlorenz.at&force=1