▲ 0.7 since Jul 2026
#463,201 OF 933,889 IN EDUCATION
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AI Visibility Scorecard
Dr. Michael P. Ross
mpross.net · Education
Borderline visible. AI bots can crawl Dr. Michael P. Ross, 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 2 times
Claude · ChatGPT
#463,201 of 933,889 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Dr. Michael P. Ross
from our crawl and measurement
Dr. Michael P. Ross is a business whose own site puts it this way: "Selected Publications Google Scholar Page An Improved Torsion Balance Test of the Equivalence Principle Towards the Sun, M.P. Ross, E.A. Shaw, C. Gettings, S.K.Apple, I.A. Paulson, J.H." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, 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
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 4.7/10, Dr. Michael P. Ross is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Dr. Michael P. Ross
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mpross-net
Cite this score: Engagemii (2026). "AEO Score for Dr. Michael P. Ross." Retrieved from https://engagemii.com/aeo/brands/mpross-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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