AI visibility score
4.0/ 10Fair

▲ 0.4 since Oct 2026

As of 2026-10-03 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Boîte Auto Express

Boîte Auto Express

Unclaimed

boiteautoexpress.com

Borderline visible. AI bots can crawl Boîte Auto Express, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 2 times

Claude · ChatGPT

<1

AI Naming Predictability

i

Rarely named · <1/100

Average 15

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4

AEO Visibility

i

Borderline · 4/10

Average 4.1

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-

Network Authority

i

Not connected yet

Average 0.0

0 relationships · Average 3

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35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About Boîte Auto Express

from our crawl and measurement

"Prenez rendez-vous chez Boîte Auto Express pour la vidange, la réparation ou le changement complet de votre boîte de vitesses manuelle, automatique ou robotisée à Marseille dans les." That is how Boîte Auto Express of Marseille introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

Our crawl found structured data on the page (LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Company ·
Boîte Auto Express
Location ·
Marseille, 93
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Oct 3, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Boîte Auto Express is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Pourquoi faire la vidange d'une boîte à vitesse manuelle chez un garagiste spécialisé ?

Prendre rendez-vous dans un garage pour réaliser la vidange d’une boîte à vitesse manuelle n’est pas un luxe, c’est une nécessité. Cette intervention permet de préserver la durabilité de votre transmission, d’éviter des pannes coûteuses, et de maintenir un bon confort de conduite.

Quand faut-il faire la vidange d'une boîte à vitesse manuelle ?

La vidange d’une boîte manuelle est à prévoir tous les 60 000 à 100 000 km, ou tous les 4 ans. Cette fréquence permet d’éviter l’encrassement du système, de réduire les vibrations, et de restaurer une pression d’huile optimale. Une huile usée altère la fluidité des passages de rapports et compromet la performance globale du véhicule.

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Picked for Boîte Auto Express: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/boiteautoexpress

Cite this score: Engagemii (2026). "AEO Score for Boîte Auto Express." Retrieved from https://engagemii.com/aeo/brands/boiteautoexpress

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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