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AI Visibility Scorecard
Edward Tobinick M.D. Biography
edwardtobinick.com · Education
Borderline visible. AI bots can crawl Edward Tobinick M.D. Biography, 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
#434,479 of 904,856 in Education for AI visibility
4.9
/10
AEO Score
About Edward Tobinick M.D. Biography
from our crawl and measurement
"Dr. Tobinick's breakthrough stroke treatment to enhance stroke recovery available exclusively at the Institute of Neurological Recovery is recognized worldwide." That is how Edward Tobinick M.D. Biography introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
On the page itself the strengths are clear: structured data describing the business, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a workable page structure.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, 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. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, Edward Tobinick M.D. Biography is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Edward Tobinick M.D. Biography
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edwardtobinick
Cite this score: Engagemii (2026). "AEO Score for Edward Tobinick M.D. Biography." Retrieved from https://engagemii.com/aeo/brands/edwardtobinick
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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