AI visibility score
5.4/ 10Fair

#204,714 of 936,938 in Education

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

The University of Vermont

The University of Vermont

Unclaimed

workload.uvm.edu · Education

Somewhat visible. AI bots can read The University of Vermont, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

Claude · Meta AI

#204,714 of 936,938 in Education for AI visibility

5

AEO Visibility

i

Borderline · 5.4/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About The University of Vermont

from our crawl and measurement

The University of Vermont describes itself simply: "Error:You may be seeing this page because you used the Back button while browsing a secure web site or application." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.

The page falls short on the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 106 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Education
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Weak

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

Weak

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Weak

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

Strong

Recognized in AI knowledge graphs.

News & Press

Strong

Press and news coverage.

Community

Strong

Forum and community discussion.

Social Mentions

Strong

Social discussion and mentions.

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 5.4/10, The University of Vermont has a working base to build on - fixable, and the signals above are where to start.

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Picked for The University of Vermont: How-To

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/workload-uvm-edu

Cite this score: Engagemii (2026). "AEO Score for The University of Vermont." Retrieved from https://engagemii.com/aeo/brands/workload-uvm-edu

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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