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

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

# What an AI agent reads on Lengai

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

828

characters of text without JavaScript

none

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: Atelier Lengaï - Vitrail et arts du verre à Paris | Atelier Lengaï · language fr. First 828 of 828 characters:

```
Atelier Lengaï - Vitrail et arts du verre à Paris | Atelier Lengaï AccueilArtistesNyx SolarisMarion ClavierLaura Savry-CattanAnaëlle PannAudrey ChambonClothilde WattelierPauline AmouyalContactAccueilArtistesNyx SolarisMarion ClavierLaura Savry-CattanAnaëlle PannAudrey ChambonClothilde WattelierPauline AmouyalContactAtelier LengaïL'atelier Lengaï est un atelier de vitrail collectif à Paris.Nous sommes actuellement 7 résidentes, artistes et artisanes indépendantes.Chacune d'entre nous développe un univers singulier au travers de diverses techniques :Vitrail traditionnel ou Tiffany, perles de verre au chalumeau, peinture sur verre, fusing, etc.Nous vous invitons à découvrir nos créations et sommes à votre écoute pour réaliser vos projets de création ou de restauration.* atelierlengai@gmail.com20 rue Montbrun 75014 Paris
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (WebSite) |

 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/lengai.fr) turns it into a score and a list of fixes, with code to paste.

#### The Direct Index

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#### Use it

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#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency)

#### For agents

[llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json)

#### Data

[Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml)

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"}}]}
```