AI Visibility Scorecard
Numerin
numerin.com · Technology
Somewhat visible. AI bots can read Numerin, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#566,731 of 2,705,685 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Numerin
from our crawl and measurement
"Logiciel de comptabilité et facturation en ligne pour les PME, TPE et experts-comptables en France." That is how Numerin of Paris introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (SoftwareApplication, Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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.
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 5.3/10, Numerin has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Sérieusement ?
Vos équipes passent des heures sur des tâches que l'IA fait en secondes. Voici ce que Numerin change.Avant NumerinSaisie des transactions2h / semRapprochement bancaire1h30 / semCatégorisation comptable1h / semExtraction justificatifs45min / semTotal5h15 / semAvec NumerinAutoSaisie des transactions0 minIARapprochement bancaire0 minIA 95%Catégorisation comptable2 minOCRExtraction justificatifs1 minTotal3 min / sem
Is this your brand?
The exact fixes for Numerin
Which AI engines already crawl you
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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 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/numerin
Cite this score: Engagemii (2026). "AEO Score for Numerin." Retrieved from https://engagemii.com/aeo/brands/numerin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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