AI Visibility Scorecard
Friendly Professor
friendlyprofessor.com · Education
Borderline visible. AI bots can crawl Friendly Professor, 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
#711,204 of 937,753 in Education for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Education average 14
Top 71% of Education
See what's behind this score →4
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →25
0
About Friendly Professor
from our crawl and measurement
Friendly Professor is a business whose own site puts it this way: "Instructional design leverages specially designed instruction to create tailored learning experiences that meet diverse learner needs." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- Friendly Professor
- Website ·
- friendlyprofessor.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 7, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
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
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 read your site and name it in answers. At 3.6/10, Friendly Professor is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Can we talk about Generative AI in Education?
August 24, 2024Posted inUX Design1 Comment Generative AI is a type of artificial intelligence that can create new content, such as text, images, or code. In the realm of education, it's poised to revolutionize the way we learn… Read More
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The exact fixes for Friendly Professor
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/friendlyprofessor
Cite this score: Engagemii (2026). "AEO Score for Friendly Professor." Retrieved from https://engagemii.com/aeo/brands/friendlyprofessor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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