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AI Visibility Scorecard

YEA!

YEA!

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yeaprinceton.com · Education

Borderline visible. AI bots can crawl YEA!, 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.

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In the Engagemii AEO index

#500,985 of 885,248 in Education for AI visibility

4.5

/10

AEO Score

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About YEA!

from our crawl and measurement

YEA! is a business whose own site puts it this way: "provides an opportunity for Mercer County high school students to become real-life, confident entrepreneurs." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.

Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file, a sitemap.

Industry · Education
Last scored · Aug 12, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

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

5

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 4.5/10, YEA! is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for YEA!: 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 12, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/yeaprinceton

Cite this score: Engagemii (2026). "AEO Score for YEA!." Retrieved from https://engagemii.com/aeo/brands/yeaprinceton

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

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