AI Visibility Scorecard
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
iRarely named · 4/100
More likely to be named than 93% of Education companies
3
AEO Visibility
iNear-invisible · 3.2/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
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).
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.
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.
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.
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!
Is this your brand?
The exact fixes for TOPS Learning Systems
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for TOPS Learning Systems.
TOPS Learning Systems lists 142 products, 142 in stock, priced 0.15 to 726.81.
Machine-readable copy: the product feed (JSON).
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.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform