AI Visibility Scorecard
Aymane Hrouch — Quant Developer & Software Engineer
hrouch.com · Technology
Borderline visible. AI bots can crawl Aymane Hrouch — Quant Developer & Software Engineer, 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
#2,266,817 of 2,704,962 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
5
AI Adoption
iBasic · 5/100
About Aymane Hrouch — Quant Developer & Software Engineer
from our crawl and measurement
Aymane Hrouch Quant Developer & Software Engineer, based in Casablanca, describes itself simply: "Quant Developer at Phi Partners on assignment with RBC Capital Markets. Specializing in Python, FastAPI, capital markets data pipelines, CI/CD, and full-stack systems." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
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
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 3.5/10, Aymane Hrouch — Quant Developer & Software Engineer is crawlable but under-signaled - fixable, and the signals above are where to start.
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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/hrouch
Cite this score: Engagemii (2026). "AEO Score for Aymane Hrouch — Quant Developer & Software Engineer." Retrieved from https://engagemii.com/aeo/brands/hrouch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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