---
title: What an AI agent reads on Ma Beauté Concept formation · The Direct Index
url: https://directindex.org/r/mbc-formation.fr/agent-view?format=md
---

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 [Report](https://directindex.org/r/mbc-formation.fr) · scanned 2026-10-20

# What an AI agent reads on Ma Beauté Concept formation

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. Below is what it gets from [mbc-formation.fr](http://www.mbc-formation.fr/), taken from the copy the scanner kept.

4,889

characters of text without JavaScript

Organization

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: ACCUEIL - MBC Formation · language fr-FR. First 1,800 of 4,889 characters:

```
ACCUEIL - MBC Formation Skip to content Votre centre de formation beauté à Lyon FORMATIONS LE CATALOGUE Soin du visage Beauté du regard Maquillage Soin du corps Beauté des ongles LE CENTREPORTRAITCONTACTSERVICES FINANCEMENT DEVENEZ MODÈLE Menu Fermer FORMATIONS LE CATALOGUE Soin du visage Beauté du regard Maquillage Soin du corps Beauté des ongles LE CENTRE PORTRAIT CONTACT SERVICES FINANCEMENT DEVENEZ MODÈLE Votre centre de formationBeauté à Lyon Nos Formations Découvrez notre catalogue de formations Le centre Ma Beauté Concept formation vous transmettra sa passion pour les métiers du bien être et de la beauté. Découvrir toutes nos formations Votre Nouveau Centre Votre centre de formation Ma Beauté Concept formation met à votre disposition son savoir faire pour les métiers de la beauté et du bien être. Un concept innovant qui allie esthétique, nouvelles technologies et bien être en développant nos offres de formations. La satisfaction de nos stagiaires et notre priorité. Nos engagements: – des formateurs de qualités et expérimentés – des formations en petits effectifs pour garantir une qualité de transmission – livret pédagogique pour chaque formation – un kit de démarrage remis à la plupart des formations Notre objectif est de vous accompagner tout au long de votre formation, pour vous aider à réussir! Nous constituons des groupes de niveaux pour favoriser votre progressionNous vous tenons informer des prérequis légaux (diplôme esthétique) pour la pratique des différentes formations. Toutefois, nos formateurs étant diplômé d’esthétique, il vous sera possible de vous former sans ces prérequis. Portrait Passionnée d’esthétique et forte de son expérience dans le domaine depuis plus de 20 ans, c’est tout naturellement que Salima met son savoir faire au service
```

 Facts

## What it can say about the business

| A business type in JSON-LD | Organization |
| Name | MBC Formation |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | a menu or price-list page in HTML mbc-formation.fr/#mobile-menu-toggle |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (BreadcrumbList, EntryPoint, ImageObject, ListItem, Organization, ReadAction) |

 Actions

## The links it would act on

No booking or ordering link found. An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/mbc-formation.fr) turns it into a score and a list of fixes, with code to paste.

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Business listings come from OpenStreetMap contributors, under the ODbL. Scores are published under the same licence.

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_curado"]},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]}
```