---
title: What an AI agent reads on Formation Lyon Manucure · The Direct Index
url: https://directindex.org/r/lyonmanucure.fr/agent-view?format=md
---

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

# What an AI agent reads on Formation Lyon Manucure

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 [lyonmanucure.fr](http://www.lyonmanucure.fr/), taken from the copy the scanner kept.

4,112

characters of text without JavaScript

LocalBusiness

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: Centre de formation prothésiste ongulaire, Yelena Chenet à Lyon manucure · language fr. First 1,800 of 4,112 characters:

```
Centre de formation prothésiste ongulaire, Yelena Chenet à Lyon manucure top of pageAccueilFormationsFAQAvisPhotosContactBlogPlusUse tab to navigate through the menu items.International Nail InstructorYelena ChenetFormatrice Prothésiste ongulaireLyon - Kiev FORMATION LYON MANUCUREON PARLE DE MOI EN FRANCE ET À l' ÉTRANGERCliquez sur les logos pour lire l'articleYelena Chenet - Formatrice Prothésiste ongulaireBonjour, Je suis Yelena Chenet, originaire de Kiev en Ukraine. Depuis toujours, j'ai été fascinée par la manucure et j'ai décidé de faire de cette passion mon métier. Pour atteindre mon objectif, j'ai dû retourner plusieurs fois en Ukraine afin d'être formée par la championne du monde de manucure dans la plus prestigieuse école de prothésistes ongulaire au monde. J'ai obtenu plusieurs diplômes pour me perfectionner et j'ai travaillé dur pour devenir Formatrice Internationale en Prothesie Ongulaire. En 2003, j'ai quitté mon pays natal pour m'installer en France. J'ai rapidement compris que de nombreuses femmes rêvaient d'avoir de jolis ongles, mais hésitaient à essayer à cause de mauvaises expériences dans des instituts. C'est pourquoi j'ai décidé d'ouvrir mon propre salon à Lyon en 2008. Mon travail soigné de grande qualité et ma maîtrise des différentes techniques m'ont permis d'acquérir rapidement une clientèle fidèle. Mon travail a également suscité l'intérêt de la presse, qui m'a plusieurs fois citée. Toujours de bonne humeur et souriante, je parle couramment français, anglais, ukrainien et russe, ce
```

 Facts

## What it can say about the business

| A business type in JSON-LD | LocalBusiness |
| Name | Formation Lyon manucure - Yelena Chenet |
| Telephone | 0630862030 |
| Address | yes |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 3 (EntryPoint, LocalBusiness, PostalAddress, SearchAction, WebSite) |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (0630862030). An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/lyonmanucure.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"}}]}
```