AI Visibility Scorecard
Premed Mentorship Program at Premed Catalyst
premedcatalyst.com · Education
Somewhat visible. AI bots can read Premed Mentorship Program at Premed Catalyst, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude
#51,764 of 937,379 in Education for AI visibility
6
AEO Visibility
iVisible · 6.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Premed Mentorship Program at Premed Catalyst
from our crawl and measurement
"Premed Catalyst offers a personalized premed mentorship program for aspiring doctors. We help students build competitive applications, find shadowing and research opportunities, and develop." That is how Premed Mentorship Program at Premed Catalyst introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Service), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 6.2/10, Premed Mentorship Program at Premed Catalyst has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Premed Mentorship Program at Premed Catalyst
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/premedcatalyst
Cite this score: Engagemii (2026). "AEO Score for Premed Mentorship Program at Premed Catalyst." Retrieved from https://engagemii.com/aeo/brands/premedcatalyst
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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