# Madeline Bien-être: Agent-Direct Score A (86.2%)

Site: https://madelinebienetre.fr/
Report: https://directindex.org/r/madelinebienetre.fr
Scanned: 2026-10-17 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Madeline Bien-être is ready for agents.
An AI assistant can open Madeline Bien-être's website. It can read what Madeline Bien-être offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://madelinebienetre.fr/estheticienne-rdv-ligne/ (on the business's own site)
- Menu: https://madelinebienetre.fr/estheticienne-rdv-ligne/
- Phone: +33 6 28 42 74 33

## 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.

- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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
- **The phone number on the site doesn't match the open map data.** The site shows 0556850572, but OpenStreetMap or Overture Maps lists +33 6 28 42 74 33. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "BeautySalon",
  "name": "Madeline Bien-être",
  "url": "https://madelinebienetre.fr/",
  "telephone": "+33 6 28 42 74 33",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue Jean Bonnardel 1",
    "postalCode": "33140",
    "addressLocality": "Villenave-d'Ornon"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 44.7688816,
    "longitude": -0.5790562
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://madelinebienetre.fr/estheticienne-rdv-ligne/",
        "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.

```
# Madeline Bien-être

> beauty salon in Rue Jean Bonnardel 1 33140 Villenave-d'Ornon, Bordeaux hairdressers and beauty salons. Phone +33 6 28 42 74 33.

## Book or order directly

- Book: https://madelinebienetre.fr/estheticienne-rdv-ligne/ (on the business's own site)
- Menu: https://madelinebienetre.fr/estheticienne-rdv-ligne/

## About

- Website: https://madelinebienetre.fr/
- 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 (Organization).** no address, phone or hours in it
- **Price list of services is an HTML page.** Agents can read the items and prices.
- **Appointments on your own site.** Agents can book an appointment without going through a marketplace.

## Where it stands
3 of 94 in Bordeaux hairdressers and beauty salons. Top 3% 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 | 90% | yes |
| Publish the menu or price list as HTML | 50% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 80% | yes |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 30% | no |

Nearest places in the index: Secrets de Miel Bordeaux (B, 442 m, https://directindex.org/r/secretsdemiel.com); Naturellement Belle (B, 490 m, https://directindex.org/r/naturellement-belle.com); Guy Abadie Coiffure (D, 1647 m, https://directindex.org/r/abadiecoiffure.fr); Céline D. Coiffure (D, 1797 m, https://directindex.org/r/coiffures-mixtes-villenave-ornon.fr); Amavida Institut & Spa (A, 1873 m, https://directindex.org/r/amavida.fr); Un Gars Et Une Fille (B, 2747 m, https://directindex.org/r/women-coiffure.fr); Epil Story (F, 2769 m, https://directindex.org/r/epilstory.com).

## 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.


Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 86.2%.

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

## Businesses like Madeline Bien-être in Bordeaux hairdressers and beauty salons

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Bordeaux hairdressers and beauty salons | 94 | 54% | 26% | 86.2% |
| Sites built with WordPress in Bordeaux hairdressers and beauty salons | 51 | 62% | 37% | 86.2% |

The best of the sites built with WordPress in Bordeaux hairdressers and beauty salons: Amavida Institut & Spa (A 86.2%, https://directindex.org/r/amavida.fr); Secrets de Miel Bordeaux (B 79.5%, https://directindex.org/r/secretsdemiel.com); Dans le Noir ? (B 79.1%, https://directindex.org/r/lespadanslenoir.com); David Lucas (B 78.8%, https://directindex.org/r/davidlucas.fr); Essensual (B 78.5%, https://directindex.org/r/essensual.net).

With the fix above (Structured data is incomplete), the score would be about 95.4%, which would be first of 94 in Bordeaux hairdressers and beauty salons.

## The direct record
What agents get for Madeline Bien-être, as JSON: https://directindex.org/api/direct/madelinebienetre.fr
- Book: https://madelinebienetre.fr/estheticienne-rdv-ligne/ (own site; found by the scan of 2026-10-17, not yet tested)
- Order: none on record
- Menu: https://madelinebienetre.fr/estheticienne-rdv-ligne/ (html_page; from the scan)
- Hours: none on record
- Phone: +33 6 28 42 74 33
- Stable links that count: https://directindex.org/go/madelinebienetre.fr/book, https://directindex.org/go/madelinebienetre.fr/menu

## 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: menu page /estheticienne-rdv-ligne/: almost no text without JavaScript.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 16 | 25 |
| Actionable | 15 | 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/madelinebienetre.fr
- 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: yes
- OAuth protected resource metadata: yes
- 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/madelinebienetre.fr/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/madelinebienetre.fr/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=madelinebienetre.fr&force=1