AI Visibility Scorecard
IngiOrg - Ingénierie en Organisation
en9100.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl IngiOrg - Ingénierie en Organisation, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#168,428 of 267,651 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About IngiOrg - Ingénierie en Organisation
from our crawl and measurement
IngiOrg is a business whose own site puts it this way: "ISO 9001, EN 9100, EN 9120, AQAP Ingénierie en organisation QSE Conseil, audit, formation Aéronautique, Spatial, Défense." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Strong
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 4.3/10, IngiOrg - Ingénierie en Organisation is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for IngiOrg - Ingénierie en Organisation
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/en9100
Cite this score: Engagemii (2026). "AEO Score for IngiOrg - Ingénierie en Organisation." Retrieved from https://engagemii.com/aeo/brands/en9100
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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