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CMF Auto
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
#377,885 of 640,295 in Automotive for AI visibility
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. CMF Auto just got measured.
4/10 means CMF Auto is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About CMF Auto
Avenue Jean-Meunier Montréal-Nord, QC, H1G 4S4 Lun - Ven : 9h00 - 19h00 Sam - Dim : FERMÉ (514) 441-2962 Accueil À Propos Nos Services Blogue Nous Joindre EXPERTS ENMÉCANIQUE aUtomobile Confiez-nous la réparation et l’entretien de votre véhicule Nos Coordonnées Bienvenue chez CMF Auto Bienvenue chez CMF Auto, le choix de confiance pour l’entretien automobile complet.
Key Topics
Details
Industry: Automotive
cmfauto.comAI Visibility Breakdown
1
Structured Data
6
Content Structure
5
Entity Clarity
3
E-E-A-T Signals
5
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmfauto
Cite this score: Engagemii (2026). "AEO Score for CMF Auto." Retrieved from https://engagemii.com/aeo/brands/cmfauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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