▼ 0.6 since Jul 2026
#537,091 OF 933,889 IN EDUCATION
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AI Visibility Scorecard
by Sindia M. Rivera
theengineeringprofessor.com · Education
Borderline visible. AI bots can crawl by Sindia M. Rivera, 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 4 times
Claude · ChatGPT
#537,091 of 933,889 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About by Sindia M. Rivera
from our crawl and measurement
"Translating Research into Practice in Engineering Education Explore how evidence-based strategies, critical conversations, and reflective tools can elevate your teaching and research." That is how by Sindia M. Rivera introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
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.
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 4.4/10, by Sindia M. Rivera is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for by Sindia M. Rivera
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theengineeringprofessor
Cite this score: Engagemii (2026). "AEO Score for by Sindia M. Rivera." Retrieved from https://engagemii.com/aeo/brands/theengineeringprofessor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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