AI Visibility Scorecard
Mutaneo — IA & Automatisation Pragmatiques pour PMEPreview Offre — MutaneoPreview FAQ Home — Mutaneo
mutaneo.com · Legal
Borderline visible. AI bots can crawl Mutaneo — IA & Automatisation Pragmatiques pour PMEPreview Offre — MutaneoPreview FAQ Home — Mutaneo, 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 1 times
Claude
#342,153 of 388,130 in Legal for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Mutaneo — IA & Automatisation Pragmatiques pour PMEPreview Offre — MutaneoPreview FAQ Home — Mutaneo
from our crawl and measurement
Mutaneo IA & Automatisation Pragmatiques pour PMEPreview Offre MutaneoPreview FAQ Home Mutaneo is a business whose own site puts it this way: "Conseil indépendant en IA et automatisation pour dirigeants de PME. Du diagnostic à la mise en œuvre, avec un interlocuteur direct. Échange de 30 min offert." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
Our crawl found a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.3/10, Mutaneo — IA & Automatisation Pragmatiques pour PMEPreview Offre — MutaneoPreview FAQ Home — Mutaneo is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mutaneo — IA & Automatisation Pragmatiques pour PMEPreview Offre — MutaneoPreview FAQ Home — Mutaneo
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 Mutaneo — IA & Automatisation Pragmatiques pour PMEPreview Offre — MutaneoPreview FAQ Home — Mutaneo.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mutaneo
Cite this score: Engagemii (2026). "AEO Score for Mutaneo — IA & Automatisation Pragmatiques pour PMEPreview Offre — MutaneoPreview FAQ Home — Mutaneo." Retrieved from https://engagemii.com/aeo/brands/mutaneo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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