AI Visibility Scorecard
College Career Consulting
stemcollegeadvisor.com · Education
Borderline visible. AI bots can crawl College Career Consulting, 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 5 times
Meta AI · Claude
#349,134 of 937,139 in Education for AI visibility
5
AEO Visibility
iBorderline · 5/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About College Career Consulting
from our crawl and measurement
STEM Advising & Admissions is a business whose own site puts it this way: "Please see our results and read our online reviews.Congratulations to our STEM clients!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (ProfessionalService, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 5/10, College Career Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Exactly is a “STEM” Major?
Traditional STEM majors include: Science (Biology, Physics, Chemistry), Technology (Computer Science, Information Systems), Engineering (e.g. Mechanical, Chemical, Electrical, etc.) and Mathematics. The complete list contains dozens of other subjects and extends far beyond the courses you’ve explored in your high school AP, AICE or IB classes.
HOW TO PREPARE FOR A STEM EDUCATION?
The nature of STEM fields continues to evolve. Advanced preparation for an undergraduate STEM major should include the following:MathematicsAll STEM fields require a level of comfort and aptitude for quantitative analysis.
Why is STEM College Admissions Different? How do I increase my Chances of Admissions?
First and foremost, the most important piece of advice I can provide is to discover an area that you are truly passionate about and dive in! My proprietary approach to guided academic discovery allows each student to build a unique and well-informed STEM Educational and College Admissions Plan as early as middle school!
Is this your brand?
The exact fixes for College Career Consulting
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for College Career Consulting.
Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stemcollegeadvisor
Cite this score: Engagemii (2026). "AEO Score for College Career Consulting." Retrieved from https://engagemii.com/aeo/brands/stemcollegeadvisor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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