AI Visibility Scorecard
kengdev
kengdev.com · Other
Borderline visible. AI bots can crawl kengdev, 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
<1
4
AEO Visibility
iNear-invisible · 3.5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
4
AI Adoption
iBasic · 4/100
About kengdev
from our crawl and measurement
"Agents IA sur mesure pour vos tâches répétitives: intégration à vos outils, résultats vérifiables et validation humaine quand elle compte." That is how Agents IA et orchestration pour vos projets introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (Person, Organization, WebSite), an llms.txt file for AI models 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
Strong
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 3.5/10, kengdev is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Quelle tâche voulez-voussimplifier ?
Une tâche répétitive suffit pour commencer. Décrivez-la en quelques mots ; je vous répondrai pour préciser le besoin et envisager la suite.Votre nomVotre e-mailQu’est-ce qui bloque chez vous aujourd’hui ?Site webVos coordonnées servent à répondre à votre demande. Le message est transmis dans un canal Discord privé.
Is this your brand?
The exact fixes for kengdev
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for kengdev.
Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kengdev
Cite this score: Engagemii (2026). "AEO Score for kengdev." Retrieved from https://engagemii.com/aeo/brands/kengdev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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