# CMLO Centre Médical Lausanne Ouest: Agent-Direct Score D (51.3%)

Site: https://cmlo.ch/
Report: https://directindex.org/r/cmlo.ch
Scanned: 2026-10-16 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
CMLO Centre Médical Lausanne Ouest is hard for agents to use.
An AI assistant can open CMLO Centre Médical Lausanne Ouest'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.
This listing was retired on 2026-10-21 because the source the index uses for its city no longer lists it. The report stays up, but the business is left out of the rankings and counts.

## Direct links
- Book directly: https://cmlo.ch/rendez-vous-en-ligne-2/ (on the business's own site)
- Phone: +41 21 622 00 00
- Address: 1008
- Hours, from OpenStreetMap: Mon–Fri 08:00–18:00; Sat closed; Sun 08:00–18:00

## 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). Every assistant reads this block first, and 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 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

## 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.

## 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": "MedicalClinic",
  "name": "CMLO Centre Médical Lausanne Ouest",
  "url": "https://cmlo.ch/",
  "telephone": "+41 21 622 00 00",
  "email": "info@cmlo.ch",
  "address": {
    "@type": "PostalAddress",
    "postalCode": "1008"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 46.5295606,
    "longitude": 6.6007516
  },
  "openingHours": "Su-Fr 08:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday",
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "08:00",
      "closes": "18:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://cmlo.ch/rendez-vous-en-ligne-2/",
        "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.

```
# CMLO Centre Médical Lausanne Ouest

> medical clinic in 1008, Lausanne dentists, clinics and vets. Phone +41 21 622 00 00.

## Book or order directly

- Book: https://cmlo.ch/rendez-vous-en-ligne-2/ (on the business's own site)

## Opening hours

Su-Fr 08:00-18:00

## About

- Website: https://cmlo.ch/
- 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.
- **Appointments on your own site.** Agents can book an appointment without going through a marketplace.

## Where it stands
Not ranked yet in Lausanne dentists, clinics and vets.

| 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 | 19% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 25% | no |
| Have an llms.txt | 31% | no |

Nearest places in the index: Swissvet Group (D, 398 m, https://directindex.org/r/swissvetgroup.com); Aquamed (B, 626 m, https://directindex.org/r/aquamed.ch); Cabinet de Pédiatrie Dr Ngo et Dr Widmer (D, 802 m, https://directindex.org/r/cabinet-pediatrie-lausanne.ch); Physio Excellence (C, 980 m, https://directindex.org/r/physioexcellence.ch); KinEveil (B, 1039 m, https://directindex.org/r/kineveil.ch); Ligue Pulmonaire Vaudoise (C, 1090 m, https://directindex.org/r/lpvd.ch); Dr. Med. Ramelli (F, 1256 m, https://directindex.org/r/dr-ramelli.ch); Physio'Time (D, 1322 m, https://directindex.org/r/time-physio.ch); Physiofit (C, 1343 m, https://directindex.org/r/physiofit-lausanne.ch); DynaMed (C, 1374 m, https://directindex.org/r/dynamed.ch).

## 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.

Recommended when people ask: "A dermatologist for a skin check, the first slot I can book online." (Gemini)


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); This site 51.3%.

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

## Named by Gemini for "A dermatologist for a skin check, the first slot I can book online" in Lausanne dentists, clinics and vets, October 2026
- "A dermatologist for a skin check, the first slot I can book online." (2026-10-21): Gemini with a link to this site. https://directindex.org/city/lausanne-clinics/recommended/dermatologist
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/cmlo.ch.svg

## Businesses like CMLO Centre Médical Lausanne Ouest in Lausanne dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with WordPress in Lausanne dentists, clinics and vets | 90 | 61% | 30% | 51.3% |

The best of the sites built with WordPress in Lausanne dentists, clinics and vets: Animed (A 90.8%, https://directindex.org/r/animedcenter.ch); Drs Haerri Alain et Johan (A 87.7%, https://directindex.org/r/dentistehaerri.ch); Ardentis Lausanne-Flon (A 86.2%, https://directindex.org/r/ardentis.ch); Medifit physiothérapie à Domicile (A 86.2%, https://directindex.org/r/medifitmtc.ch); Entourage Medical Esthetic Solutions (B 84.6%, https://directindex.org/r/entourage.ch).

## The direct record
What agents get for CMLO Centre Médical Lausanne Ouest, as JSON: https://directindex.org/api/direct/cmlo.ch
- Book: https://cmlo.ch/rendez-vous-en-ligne-2/ (own site; could not verify: failed (2026-10-19))
- Order: none on record
- Menu: none on record
- Hours: Su-Fr 08:00-18:00 (closed now) (from OpenStreetMap)
- Phone: +41 21 622 00 00
- Stable links that count: https://directindex.org/go/cmlo.ch/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

Found one hop past the home page: booking page /rendez-vous-en-ligne-2/: booking link (other).

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 1 | 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/cmlo.ch
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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

Keep watching this business (https://directindex.org/r/cmlo.ch/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/cmlo.ch/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=cmlo.ch&force=1