AI Visibility Scorecard
Ilan Benborhoum — CTO & Engineering Leader
benborhoum.com · Technology
Borderline visible. AI bots can crawl Ilan Benborhoum — CTO & Engineering Leader, 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.
AI engines read this profile 1 times
Claude
#2,265,831 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
About Ilan Benborhoum — CTO & Engineering Leader
from our crawl and measurement
Ilan Benborhoum CTO & Engineering Leader is a business whose own site puts it this way: "Ilan Benborhoum, CTO, engineering leader, and speaker. 15+ years building software, 10+ years leading engineering teams. Making AI Agents Reliable." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
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, Ilan Benborhoum — CTO & Engineering Leader is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Ilan Benborhoum — CTO & Engineering Leader
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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 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/benborhoum
Cite this score: Engagemii (2026). "AEO Score for Ilan Benborhoum — CTO & Engineering Leader." Retrieved from https://engagemii.com/aeo/brands/benborhoum
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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