# Beauty Loft Medical: Agent-Direct Score C (67.7%)

Site: https://beautyloftkoeln.de/
Report: https://directindex.org/r/beautyloftkoeln.de
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Beauty Loft Medical is partly visible to agents.
An AI assistant can open Beauty Loft Medical'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, through SimplyBook.me.

## Direct links
- Book directly: https://beautyloftmedical1.simplybook.it/v2/ (through simplybook acting for the business)
- Phone: 017685430677
- Address: Ostlandstr. 42, 50858, Köln
- Prices: 3 prices on the site, the middle one €150
- WhatsApp: a link on the site

## Nearby, also direct
Places near Beauty Loft Medical that take a booking or an order on their own website, with no marketplace in between.
- Ästhetische Praxis Weiden (50 m): https://directindex.org/r/aesthetische-praxis.de
- Haarpraxis | Haartransplant (60 m): https://directindex.org/r/ewighaar.de
- Zahnärzte am Rheincenter (70 m): https://directindex.org/r/zahnaerzte-am-rheincenter.de
- Dr. med. Michael Weiser Facharzt für HNO - Heilkunde (210 m): https://directindex.org/r/hno-privatpraxis-koeln.de
- Ortho Center Orthopädie Köln (230 m): https://directindex.org/r/orthocenter-koeln.de

## 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

## 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 Cologne, 5.5% of comparable sites declare one.
- **3 prices on the landing page, the middle one €150.** In Cologne, the middle price of comparable sites that show prices is €99.50.

## 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": "Organization",
  "name": "Beauty Loft Medical",
  "url": "https://beautyloftkoeln.de/",
  "telephone": "017685430677",
  "address": "Ostlandstr. 42, 50858, Köln",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.9357557,
    "longitude": 6.8356489
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://beautyloftmedical1.simplybook.it/v2/",
        "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 through simplybook on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
234 of 2402 in Cologne dentists, clinics and vets. Top 10% 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 | 98% | yes |
| Publish the menu or price list as HTML | 4% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 88% | yes |
| Structured data with address, phone and hours | 19% | no |
| Have an llms.txt | 27% | yes |

Nearest places in the index: Ästhetische Praxis Weiden (C, 47 m, https://directindex.org/r/aesthetische-praxis.de); Haarpraxis | Haartransplant (B, 56 m, https://directindex.org/r/ewighaar.de); Zahnärzte am Rheincenter (C, 69 m, https://directindex.org/r/zahnaerzte-am-rheincenter.de); Hausarztpraxis Henseler & Kollegen (F, 72 m, https://directindex.org/r/henseler.de); Dr. med. Michael Weiser Facharzt für HNO - Heilkunde (C, 209 m, https://directindex.org/r/hno-privatpraxis-koeln.de); Inka Liegmann (D, 212 m, https://directindex.org/r/gesundheitstraining-liegmann.de); Ortho Center Orthopädie Köln (B, 226 m, https://directindex.org/r/orthocenter-koeln.de); Facharzt für Neurologie und Psychiatrie Dr. med. Jochen Litzenberger (F, 227 m, https://directindex.org/r/litzenberger-koeln.de); Dr. Med. Carsten Mross (F, 230 m, https://directindex.org/r/hno-dr-mross.de); Medical Beauty Cologne - Praxis Dr. Dick & Kollegen (C, 230 m, https://directindex.org/r/medicalbeautycologne.de).

## 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 Cologne dentists, clinics and vets and named 58 places. Beauty Loft Medical wasn't one of them. See who was named: https://directindex.org/city/cologne-clinics/recommended


Compared with its peers: Sites built with WordPress 58% (29% A or B, 108921 sites); Sites using SimplyBook.me 57% (22% A or B, 45 sites); This site 67.7%.

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

## Businesses like Beauty Loft Medical in Cologne dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Cologne dentists, clinics and vets | 2402 | 47% | 9% | 67.7% |
| Sites built with WordPress in Cologne dentists, clinics and vets | 1108 | 53% | 14% | 67.7% |
| Sites using SimplyBook.me in Cologne dentists, clinics and vets | 1 | 68% | 0% | 67.7% |
| Sites built with WordPress and using SimplyBook.me in Cologne dentists, clinics and vets | 1 | 68% | 0% | 67.7% |

The best of the sites built with WordPress in Cologne dentists, clinics and vets: Isabelle Schemien, Privatpraxis für Physiotherapie (A 90.8%, https://directindex.org/r/physiotherapie-schemien.de); Neurochirurgie-hristov (A 86.2%, https://directindex.org/r/hristov-medical.com); mamonova (A 86.2%, https://directindex.org/r/mamonova.de); Blendental Zahnarztpraxis (B 84.6%, https://directindex.org/r/blendental-zahnarztpraxis.de); Dr. Ingrid König & Dr. Michael König (B 84.6%, https://directindex.org/r/blendental-zahnarztpraxis.de).

With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 87.7%. That would be 4th of 2,402 in Cologne dentists, clinics and vets, up from 234th.

## The direct record
What agents get for Beauty Loft Medical, as JSON: https://directindex.org/api/direct/beautyloftkoeln.de
- Book: https://beautyloftmedical1.simplybook.it/v2/ (vendor on own site: SimplyBook.me; found by the scan of 2026-10-20, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 017685430677
- Stable links that count: https://directindex.org/go/beautyloftkoeln.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): 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
- Vendor terms for agents, SimplyBook.me: 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 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/beautyloftkoeln.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: 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/beautyloftkoeln.de/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/beautyloftkoeln.de/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=beautyloftkoeln.de&force=1