AI Visibility Scorecard
CMV26
Borderline visible. AI bots can crawl CMV26, 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 · Meta AI
4
AEO Visibility
iBorderline · 4.2/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About CMV26
from our crawl and measurement
cmv26.com is a business whose own site puts it this way: "Chez CMV26, Construction Métallique Valence, nous réalisons vos travaux de renfort de charpente ou construction de bâtiments métalliques." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, CMV26 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Quels sont les points forts de Construction Métallique Valence (CMV26) ?
Proximité, réactivité et expérience : 3 valeurs qui font de CMV26 un partenaire de confiance pour vos projets de construction métallique.Du chiffrage à la pose sur chantier, nous mettons notre savoir-faire au service des ouvrages les plus exigeants.
Is this your brand?
The exact fixes for CMV26
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CMV26.
Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmv26
Cite this score: Engagemii (2026). "AEO Score for CMV26." Retrieved from https://engagemii.com/aeo/brands/cmv26
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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