AI Visibility Scorecard
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
4
-
Network Authority
iNot connected yet
Average 0.0
0 relationships · Average 3
See what's behind this score →35
0
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).
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.
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.
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.
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.
Is this your brand?
The exact fixes for Boîte Auto Express
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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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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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