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AI Visibility Scorecard
erinkmcnerney.com · Education
Borderline visible. AI bots can crawl Erin McNerney, Ph.D., 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
Meta AI · Claude
#423,592 of 877,013 in Education for AI visibility
4.8
/10
AEO Score
from our crawl and measurement
Erin McNerney, Ph.D., based in Irvine, CA, describes itself simply: "Licensed clinical psychologist in Irvine, CA specializing in autism and ADHD assessments, therapy for neurodivergent teens and adults, and parent consultation." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Psychologist, BreadcrumbList) 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).
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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.
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 4.8/10, Erin McNerney, Ph.D. is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Erin McNerney, Ph.D.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/erinkmcnerney
Cite this score: Engagemii (2026). "AEO Score for Erin McNerney, Ph.D.." Retrieved from https://engagemii.com/aeo/brands/erinkmcnerney
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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