# Dr. med. Bottler-Neufert/Dr. med. Lindenthal: Agent-Direct Score C (55.4%)

Site: https://www.hno-koeln.de/
Report: https://directindex.org/r/hno-koeln.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.)
Dr. med. Bottler-Neufert/Dr. med. Lindenthal is partly visible to agents.

## Direct links
- Book directly: https://www.doctolib.de/gemeinschaftspraxis/koeln/hno-praxis-dr-bottler-neufert-dr-lindenthal/booking?source=external_referral&utm_campaign=website-button&utm_medium=referral (through doctolib acting for the business)
- Phone: +49221427943

## What to fix first
- **No structured data for the business.** (+14 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. Guide: https://directindex.org/guides/structured-data-restaurant
- **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
- **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": "Dr. med. Bottler-Neufert/Dr. med. Lindenthal",
  "url": "https://www.hno-koeln.de/",
  "telephone": "+49221427943",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Lindenthalgürtel 2",
    "postalCode": "50935",
    "addressLocality": "Köln",
    "addressCountry": "DE"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.9205845,
    "longitude": 6.9154364
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.doctolib.de/gemeinschaftspraxis/koeln/hno-praxis-dr-bottler-neufert-dr-lindenthal/booking?source=external_referral&#038;utm_campaign=website-button&#038;utm_medium=referral",
        "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.

```
# Dr. med. Bottler-Neufert/Dr. med. Lindenthal

> physician in Lindenthalgürtel 2 50935 Köln, Cologne dentists, clinics and vets. Phone +49221427943.

## Book or order directly

- Book: https://www.doctolib.de/gemeinschaftspraxis/koeln/hno-praxis-dr-bottler-neufert-dr-lindenthal/booking?source=external_referral&#038;utm_campaign=website-button&#038;utm_medium=referral (through doctolib acting for the business)

## About

- Website: https://www.hno-koeln.de/
- 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.
- **Appointments through doctolib on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
182 of 486 in Cologne dentists, clinics and vets. Top 37% 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 | 98% | yes |
| Publish the menu or price list as HTML | 10% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 88% | yes |
| Structured data with address, phone and hours | 16% | no |
| Have an llms.txt | 22% | no |

Nearest places in the index: Dr. med. Nikolaus Adler (F, 60 m, https://directindex.org/r/naturheilkundepraxis-adler.de); Zahnarzt Köln Lindenthal (C, 131 m, https://directindex.org/r/zahnarzt-am-guertel.de); Zahngarde (C, 237 m, https://directindex.org/r/zahngarde.de); Drs A. Schareina, C. Lind-Weiland (C, 366 m, https://directindex.org/r/lindenthalmed.de); Praxis für Physiotherapie Daniella Semek (D, 525 m, https://directindex.org/r/semek.koeln); J.A. Dentalpraxis (D, 630 m, https://directindex.org/r/ja-dentalpraxis.de); Praxis Dr. Stefanie Hundegger (C, 684 m, https://directindex.org/r/frauenaerztinnen.koeln); Hausarztpraxis Dr. med. Mauß und Lintz (C, 689 m, https://directindex.org/r/hausarzt-koeln-suelz.de); Hausarztpraxis Sülz (B, 716 m, https://directindex.org/r/hausarztpraxis-suelz.de); Motta Physiotherapie (C, 861 m, https://directindex.org/r/physiotherapie-motta.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 Doctolib 57% (8% A or B, 863 sites); This site 55.4%.

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

Read by AI agents 8 times this month (ClaudeBot 8).

## Businesses like Dr. med. Bottler-Neufert/Dr. med. Lindenthal in Cologne dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Cologne dentists, clinics and vets | 486 | 47% | 9% | 55.4% |
| Built with WordPress in Cologne dentists, clinics and vets | 231 | 56% | 15% | 55.4% |
| Using Doctolib in Cologne dentists, clinics and vets | 91 | 58% | 7% | 55.4% |
| Built with WordPress and using Doctolib in Cologne dentists, clinics and vets | 53 | 60% | 9% | 55.4% |

The best of Built with WordPress and using Doctolib in Cologne dentists, clinics and vets: topDentis Cologne (B 77.5%, https://directindex.org/r/topdentis-cologne.de); Denvita Dentalzentrum Köln (B 76.9%, https://directindex.org/r/denvita.de); Physical Performance (B 72.3%, https://directindex.org/r/physicalperformance.de); dentaparc (B 72.3%, https://directindex.org/r/dentaparc.com); Praxis für Allgemeinmedizin, Dr. med. Matthias Lohr (B 70.8%, https://directindex.org/r/doktor-lohr.de).

With the two fixes above (No structured data for the business; No list of services and prices found) the score would be about 87.7%: 2nd of 486 in Cologne dentists, clinics and vets, up from 182nd.

## The direct record
What agents get for Dr. med. Bottler-Neufert/Dr. med. Lindenthal, as JSON: https://directindex.org/api/direct/hno-koeln.de
- Book: https://www.doctolib.de/gemeinschaftspraxis/koeln/hno-praxis-dr-bottler-neufert-dr-lindenthal/booking?source=external_referral&#038;utm_campaign=website-button&#038;utm_medium=referral (vendor on own site: Doctolib; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +49221427943
- Stable links that count: https://directindex.org/go/hno-koeln.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, Doctolib: Not stated. Doctolib's patient terms (April 2026), article 19, forbid web scraping and make automated data harvesting subject to Doctolib's prior consent; they do not address an agent booking an appointment for a patient, and no API or partner path for agents is documented. Read 2026-10-15: https://media.doctolib.com/image/upload/v1776929137/legal/B2C_T_Cs.pdf

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 1 | 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/hno-koeln.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: 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: no

Deep report: https://directindex.org/r/hno-koeln.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=hno-koeln.de&force=1