AI visibility score
3.2/ 10Weak

#80,394 of 937,426 in Education

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

TOPS Learning Systems

TOPS Learning Systems

Unclaimed

topscience.org · Education

Borderline visible. AI bots can crawl TOPS Learning Systems, 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.

AI engines read this profile 8 times

Meta AI · Claude

#80,394 of 937,426 in Education for AI visibility

4

AI Naming Predictability

i

Rarely named · 4/100

More likely to be named than 93% of Education companies

3

AEO Visibility

i

Near-invisible · 3.2/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About TOPS Learning Systems

from our crawl and measurement

TOPS Learning Systems is a business whose own site puts it this way: "TOPS Learning Systems hand-on science curriculum for homeschool, high school, middle school junior high Physics, chemistry life earth science math esl remedial." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.2/10, TOPS Learning Systems is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What is this?

A free sample lab adapted from one of our 48 hands-on programs. Teach it now, using simple stuff you already have or can easily get. Find one of these sample labs for each of our books. To print your copy, go to the product page of the book you are interested in and scroll down to the link "Download Sample Lab" for a PDF version you can print and use right now!

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Picked for TOPS Learning Systems: 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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TOPS Learning Systems lists 142 products, 142 in stock, priced 0.15 to 726.81.

Show all 142 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for TOPS Learning Systems." Retrieved from https://engagemii.com/aeo/brands/topscience-org

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

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