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AI Visibility Scorecard
Aaron M Bornstein
aaron.bornstein.org · Education
Borderline visible. AI bots can crawl Aaron M Bornstein, 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 5 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#402,879 of 895,750 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
6
AI Adoption
iBasic · 6/100
About Aaron M Bornstein
from our crawl and measurement
Aaron M Bornstein describes itself simply: "Lab CV Google Scholar ORCID 0000-0001-6251-6000 NIH MyBibliography PGP (4008 24E6 AE94 28B4 4457 21B7 070D 9527 D5EC 4FC5) Papers Organizing Writing Lab I will not be reading PhD." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
1
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.9/10, Aaron M Bornstein is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Aaron M Bornstein
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aaron-bornstein-org
Cite this score: Engagemii (2026). "AEO Score for Aaron M Bornstein." Retrieved from https://engagemii.com/aeo/brands/aaron-bornstein-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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