AI Visibility Scorecard
cherylfields.com · Healthcare
Borderline visible. AI bots can crawl Institute of Child Neurology and Neurodevelopment, 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 8 times
Meta AI · Claude · Apple Intelligence
#347,644 of 923,684 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Institute of Child Neurology and Neurodevelopment is a business whose own site puts it this way: "Dr. Fields, a child neurologist at ICAN, offers personalized care for neurodevelopmental & neurological conditions, helping children reach their full potential." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: 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 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.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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.
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.
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 5/10, Institute of Child Neurology and Neurodevelopment is crawlable but under-signaled - fixable, and the signals above are where to start.
Why Choose Us?
Quality Time I build a strong connection with each patient and their family, meeting the child right where they are. Every child has their own unique symptoms, which serve as important clues to the root cause and help create a personalized therapy plan. In addition to recommending intensive therapies with proven effectiveness, we stay informed about cutting-edge treatments supported by peer-reviewed research.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cherylfields
Cite this score: Engagemii (2026). "AEO Score for Institute of Child Neurology and Neurodevelopment." Retrieved from https://engagemii.com/aeo/brands/cherylfields
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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