AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
6.7/ 10

▲ 4.9 since Jul 2026

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

From the Science Classroom by Science Whiz Liz

From the Science Classroom by Science Whiz Liz

Unclaimed

fromthescienceclass.substack.com · Other

Somewhat visible. AI bots can read From the Science Classroom by Science Whiz Liz, but it is missing the structured signals that push citation rate above competitors.

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AI engines read this profile 3 times

Claude · ChatGPT

7

AEO Visibility

i

Visible · 6.7/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About From the Science Classroom by Science Whiz Liz

from fromthescienceclass.substack.com

Science explained for you by Elisabeth Marnik, PhD. For educational purposes only. Click to read From the Science Classroom by Science Whiz Liz, by Elisabeth Marnik, PhD, a Substack publication w

Industry · Other
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

2

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

2

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

8

Established authority for your domain.

Reference Presence

10

Recognized in AI knowledge graphs.

News & Press

10

Press and news coverage.

Community

10

Forum and community discussion.

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 6.7/10, From the Science Classroom by Science Whiz Liz has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for From the Science Classroom by Science Whiz Liz: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/fromthescienceclass-substack

Cite this score: Engagemii (2026). "AEO Score for From the Science Classroom by Science Whiz Liz." Retrieved from https://engagemii.com/aeo/brands/fromthescienceclass-substack

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

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