AI Visibility Scorecard
Mohamad Dbouk
mdbouk.com · Technology
Somewhat visible. AI bots can read Mohamad Dbouk, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · ChatGPT
#269,308 of 2,705,352 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
4
AI Adoption
iBasic · 4/100
About Mohamad Dbouk
from our crawl and measurement
"Solution Architect and Principal Engineer. I design and ship SaaS platforms on.NET and Azure." That is how Mohamad Dbouk introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Person), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
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
Fair
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5.7/10, Mohamad Dbouk has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Building something that has to last?
If the architecture decisions are still ahead of you, that's when I'm most useful. Fifteen years of multi-tenant .NET and Azure, pointed at what you're about to commit to. Tell me what you're working on. Work with me © MMXXVI · Beirut, LB © 2026 Mohamad Dbouk Tags · Search · RSS · GitHub · LinkedIn
Is this your brand?
The exact fixes for Mohamad Dbouk
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdbouk
Cite this score: Engagemii (2026). "AEO Score for Mohamad Dbouk." Retrieved from https://engagemii.com/aeo/brands/mdbouk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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