#535,632 OF 929,331 IN EDUCATION
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AI Visibility Scorecard
ProfAgent — AI Agent for Academic Excellence
prof-agent.com · Education
Borderline visible. AI bots can crawl ProfAgent — AI Agent for Academic Excellence, 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 1 times
Claude
#535,632 of 929,331 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
14
AI Adoption
iBasic · 14/100
About ProfAgent — AI Agent for Academic Excellence
from our crawl and measurement
"ProfAgent is an AI agent for academic researchers. Write grants, review papers, find journals, track students, and discover funding, all in one place." That is how ProfAgent — AI Agent for Academic Excellence 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 an llms.txt file for AI models, a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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.
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, ProfAgent — AI Agent for Academic Excellence is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ProfAgent — AI Agent for Academic Excellence
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/prof-agent
Cite this score: Engagemii (2026). "AEO Score for ProfAgent — AI Agent for Academic Excellence." Retrieved from https://engagemii.com/aeo/brands/prof-agent
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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