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AI Visibility Scorecard
Jonathan Roth
jonathandroth.com · Technology
Somewhat visible. AI bots can read Jonathan Roth, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#216,118 of 2,623,137 in Technology for AI visibility
6
/10
AEO Score
About Jonathan Roth
from our crawl and measurement
Jonathan Roth is a business whose own site puts it this way: "I received my PhD in economics in 2020 from Harvard, where I was awarded the David A." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Person) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
5
Reddit mentions and discussion.
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 6/10, Jonathan Roth has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Jonathan Roth
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jonathandroth
Cite this score: Engagemii (2026). "AEO Score for Jonathan Roth." Retrieved from https://engagemii.com/aeo/brands/jonathandroth
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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