AI Visibility Scorecard
Mohamed Idris Musa – Full Stack Engineer
moidris.com · Technology
Somewhat visible. AI bots can read Mohamed Idris Musa – Full Stack Engineer, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#667,361 of 2,707,397 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
8
AI Adoption
iBasic · 8/100
About Mohamed Idris Musa – Full Stack Engineer
from our crawl and measurement
Mohamed Idris Musa, based in Riyadh, describes itself simply: "Full stack engineer (5+ years) building modern web applications in Riyadh, Saudi Arabia." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Person, WebSite), an llms.txt file for AI models and a sitemap.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 5.2/10, Mohamed Idris Musa – Full Stack Engineer has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Mohamed Idris Musa – Full Stack Engineer
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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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moidris
Cite this score: Engagemii (2026). "AEO Score for Mohamed Idris Musa – Full Stack Engineer." Retrieved from https://engagemii.com/aeo/brands/moidris
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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