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AI Visibility Scorecard

STEM Lab ON

STEM Lab ON

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jasonsstemlab.com · Education

At 2.8/10, STEM Lab ON is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#828,323 of 878,326 in Education for AI visibility

2.8

/10

AEO Score

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About STEM Lab ON

from our crawl and measurement

"NGSS-aligned STEM assembly & family night enrichment with America's Mr. Science. Affordable K-8 programs serving KY, TN, IL, IN, OH, WV & NC. Book today!." That is how STEM Lab ON introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.

The site gets some of it right: it has a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

4

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

5

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

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 2.8/10, STEM Lab ON is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for STEM Lab ON

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for STEM Lab ON: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for STEM Lab ON." Retrieved from https://engagemii.com/aeo/brands/jasonsstemlab

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

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