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AI Visibility Scorecard
Undergraduate Research and Fellowships
urf.columbia.edu · Education
Somewhat visible. AI bots can read Undergraduate Research and Fellowships, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#15,962 of 898,455 in Education for AI visibility
6.9
/10
AEO Score
About Undergraduate Research and Fellowships
from our crawl and measurement
Undergraduate Research and Fellowships operates out of New York, NY in the Education space. When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
On the page it is passable on a workable page structure, a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
7
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
9
Press and news coverage.
Community
9
Forum and community discussion.
0
No Reddit mentions 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 6.9/10, Undergraduate Research and Fellowships has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Undergraduate Research and Fellowships
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/urf-columbia-edu
Cite this score: Engagemii (2026). "AEO Score for Undergraduate Research and Fellowships." Retrieved from https://engagemii.com/aeo/brands/urf-columbia-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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