AI Visibility Scorecard
edutechsbs.com · Healthcare
Borderline visible. AI bots can crawl ADHD Owner's Manual, 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 3 times
Claude · ShapBot
#236,355 of 925,093 in Healthcare for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
ADHD Owner's Manual, based in San Diego, California, describes itself simply: "A psychiatrist with decades of experience with ADHD provides informtion on ADHD and associated problems. The ADHD Owner's Manual has been online since 1998." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: 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 and a partly stated business identity. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other 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 once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Strong
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
Strong
Inbound links from other sites.
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 4/10, ADHD Owner's Manual is crawlable but under-signaled - fixable, and the signals above are where to start.
How is ADHD diagnosed?
I'm Neil Alex MD, a child, adolescent and adult psychiatrist with over 40 years of clinical experience, much of it working with patients with attentional problems.Send Email DSM-5 Criteria for ADHD People with ADHD show a persistent pattern of inattention and/or hyperactivity–impulsivity that interferes with functioning or development: Inattention: Six or more symptoms of inattention for children up to age 16, or.
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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/edutechsbs
Cite this score: Engagemii (2026). "AEO Score for ADHD Owner's Manual." Retrieved from https://engagemii.com/aeo/brands/edutechsbs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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