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AI Visibility Scorecard

TK

TK

Unclaimed

nvusd.org · primary/secondary education

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

AI engines read this profile 1 times

Meta AI

#56,714 of 904,095 in Education for AI visibility

6.3

/10

AEO Score

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About TK

from our crawl and measurement

nvusd.org describes itself simply: "Napa Valley Unified School District (NVUSD) serves more than 16,000 TK, 12 students across 26 public schools in Napa, American Canyon, and Yountville." Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a few credibility markers and basic crawler access. What holds it back is structured data describing the business.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.

It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1965.

Industry · primary/secondary education
Last scored · Aug 1, 2026
Employees · 1001-5000
Founded · 1965

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

9

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

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

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 6.3/10, TK has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for TK

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for TK: AEO & AI Search

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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/nvusd-org

Cite this score: Engagemii (2026). "AEO Score for TK." Retrieved from https://engagemii.com/aeo/brands/nvusd-org

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

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