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AI visibility score
7.02/ 10Visible

▲ 0.02 since Nov 2026

Top 1% in Media & Entertainment

As of 2026-11-09 · Engagemii IndexCheck another site →Live terminal →

AI Visibility Scorecard

VCFA

VCFA

Unclaimed

vcfa.edu · Media & Entertainment

Visible to AI search. AI engines can read VCFA, and News Mentions, Community and Reddit are what would get it named ahead of competitors.

AI engines read this profile 10 times

Meta AI · Parallel · Apple Intelligence

Top 1% in Media & Entertainment for AI visibility

87

AI Naming Predictability

i

AI names companies like this often · 87/100

Media & Entertainment average 17

Top 1% of Media & Entertainment

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7.02

AEO Visibility

i

Visible · 7.02/10

Media & Entertainment average 2.6

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.

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10

Muse Index Score

i

AI agent readiness

Basic · 10/100

Media & Entertainment average 15

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0

AI Adoption

i

None detected · 0/100

Media & Entertainment average 0

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About VCFA

from our crawl and measurement

VCFA describes itself simply: "Earn your MFA without uprooting your life. VCFA's low-residency programs in Writing, Film, Visual Art, Graphic Design & Music Composition. Now a CalArts affiliate." Its AI visibility score is 7.02 out of 10: the engines can find and read it, with a few gaps left to close.

On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on some structured data, a partly stated business identity and a few credibility markers. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.

AI crawlers have read this profile 10 times in our tracking, including Meta AI, ShapBot (Parallel) and Applebot (Siri). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2008.

Company ·
VCFA
Website ·
vcfa.edu
Industry ·
Media & Entertainment
Location ·
Montpelier, VT
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

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

-

Not yet measured.

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 read your site and name it in answers. At 7.02/10, VCFA is visible with gaps to close; the signals above show which.

Picked for VCFA: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/vcfa-edu

Cite this score: Engagemii (2026). "AEO Score for VCFA." Retrieved from https://engagemii.com/aeo/brands/vcfa-edu

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

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